warning: commands will be executed using /bin/sh
job 1566 at Fri Jul 26 04:14:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	12
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 574357 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 9894 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 10276 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 10030 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 12 contains 9949 members 
Mstep: Class 13 contains 9866 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 9912 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 10142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 414.448029 but Gain 1976.386719
Score: -9535344.000000 Penalty: 35575.000000
Iteration 0F: 19 clusters Score -9535344 nChanged 178656
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 10415 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 12297 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 17948 members 
Mstep: Class 10 contains 18381 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 11761 members 
Mstep: Class 14 contains 14411 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 9971 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 5993 members 
Mstep: Class 19 contains 11289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10136715.000000 Penalty: 35575.000000
Iteration 1F: 19 clusters Score -1.013672e+07 nChanged 72758
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 6863 members 
Mstep: Class 6 contains 13998 members 
Mstep: Class 7 contains 6994 members 
Mstep: Class 8 contains 22566 members 
Mstep: Class 10 contains 24447 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 6307 members 
Mstep: Class 13 contains 12816 members 
Mstep: Class 14 contains 16634 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 10909 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 8003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10320345.000000 Penalty: 35575.000000
Iteration 2F: 19 clusters Score -1.032034e+07 nChanged 54694
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 16866 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 28708 members 
Mstep: Class 10 contains 26459 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 16046 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 16 contains 11443 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10415813.000000 Penalty: 35575.000000
Iteration 3F: 19 clusters Score -1.041581e+07 nChanged 38678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6638 members 
Mstep: Class 3 contains 7619 members 
Mstep: Class 4 contains 6191 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 18635 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 35386 members 
Mstep: Class 10 contains 27403 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 15141 members 
Mstep: Class 14 contains 13917 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 11271 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1895.502808 but Gain 1976.390625
Score: -10463170.000000 Penalty: 33598.609375
Iteration 4F: 18 clusters Score -1.046317e+07 nChanged 28157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 42271 members 
Mstep: Class 10 contains 27498 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 12 contains 6173 members 
Mstep: Class 13 contains 16972 members 
Mstep: Class 14 contains 12286 members 
Mstep: Class 16 contains 10160 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 19 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10491129.000000 Penalty: 33598.609375
Iteration 5F: 18 clusters Score -1.049113e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 18039 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 48346 members 
Mstep: Class 10 contains 27232 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 5797 members 
Mstep: Class 19 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10506996.000000 Penalty: 33598.609375
Iteration 6F: 18 clusters Score -1.0507e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 7653 members 
Mstep: Class 4 contains 3183 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 16780 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 53275 members 
Mstep: Class 10 contains 26921 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 6853 members 
Mstep: Class 13 contains 18876 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 3335 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10517877.000000 Penalty: 33598.609375
Iteration 7F: 18 clusters Score -1.051788e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6144 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 15374 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 56994 members 
Mstep: Class 10 contains 26646 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 7292 members 
Mstep: Class 13 contains 19260 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10525652.000000 Penalty: 33598.609375
Iteration 8F: 18 clusters Score -1.052565e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6325 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 8 contains 59738 members 
Mstep: Class 10 contains 26444 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 19507 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10531551.000000 Penalty: 33598.609375
Iteration 9Q: 18 clusters Score -1.053155e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 2069 members 
Mstep: Class 6 contains 12582 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 61846 members 
Mstep: Class 10 contains 26291 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 16 contains 7049 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 3437 members 
Mstep: Class 19 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10535812.000000 Penalty: 33598.609375
Iteration 10Q: 18 clusters Score -1.053581e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 11440 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 63408 members 
Mstep: Class 10 contains 26129 members 
Mstep: Class 11 contains 7726 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 19625 members 
Mstep: Class 14 contains 10911 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 3137 members 
Mstep: Class 19 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10539229.000000 Penalty: 33598.609375
Iteration 11Q: 18 clusters Score -1.053923e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 10513 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 64518 members 
Mstep: Class 10 contains 25984 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 9589 members 
Mstep: Class 13 contains 19569 members 
Mstep: Class 14 contains 10725 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10542419.000000 Penalty: 33598.609375
Iteration 12Q: 18 clusters Score -1.054242e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 65343 members 
Mstep: Class 10 contains 25854 members 
Mstep: Class 11 contains 7742 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 19470 members 
Mstep: Class 14 contains 10477 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545827.000000 Penalty: 33598.609375
Iteration 13Q: 18 clusters Score -1.054583e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 6942 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 65962 members 
Mstep: Class 10 contains 25724 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 13 contains 19364 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549150.000000 Penalty: 33598.609375
Iteration 14Q: 18 clusters Score -1.054915e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 66497 members 
Mstep: Class 10 contains 25610 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 19267 members 
Mstep: Class 14 contains 10253 members 
Mstep: Class 16 contains 7702 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551162.000000 Penalty: 33598.609375
Iteration 15Q: 18 clusters Score -1.055116e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7617 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 66930 members 
Mstep: Class 10 contains 25529 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 11120 members 
Mstep: Class 13 contains 19119 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 16 contains 7790 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552300.000000 Penalty: 33598.609375
Iteration 16Q: 18 clusters Score -1.05523e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7787 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 67261 members 
Mstep: Class 10 contains 25461 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 18951 members 
Mstep: Class 14 contains 10280 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553033.000000 Penalty: 33598.609375
Iteration 17Q: 18 clusters Score -1.055303e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7921 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 67491 members 
Mstep: Class 10 contains 25402 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 11260 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 16 contains 7991 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553609.000000 Penalty: 33598.609375
Iteration 18Q: 18 clusters Score -1.055361e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 1997 members 
Mstep: Class 8 contains 67676 members 
Mstep: Class 10 contains 25352 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 11310 members 
Mstep: Class 13 contains 18751 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2081 members 
Mstep: Class 19 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554054.000000 Penalty: 33598.609375
Iteration 19Q: 18 clusters Score -1.055405e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 6909 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 67815 members 
Mstep: Class 10 contains 25293 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 18653 members 
Mstep: Class 14 contains 10338 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 2075 members 
Mstep: Class 19 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554848.000000 Penalty: 33598.609375
Iteration 20F: 18 clusters Score -1.055485e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 67920 members 
Mstep: Class 10 contains 25262 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 18518 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 16 contains 8230 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555506.000000 Penalty: 33598.609375
Iteration 21Q: 18 clusters Score -1.055551e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 67961 members 
Mstep: Class 10 contains 25186 members 
Mstep: Class 11 contains 8257 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 18396 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 1210 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556015.000000 Penalty: 33598.609375
Iteration 22Q: 18 clusters Score -1.055602e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 68008 members 
Mstep: Class 10 contains 25116 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 11377 members 
Mstep: Class 13 contains 18289 members 
Mstep: Class 14 contains 10319 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556497.000000 Penalty: 33598.609375
Iteration 23Q: 18 clusters Score -1.05565e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8588 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2474 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 68036 members 
Mstep: Class 10 contains 25062 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 10311 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556869.000000 Penalty: 33598.609375
Iteration 24Q: 18 clusters Score -1.055687e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 68049 members 
Mstep: Class 10 contains 25019 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 18089 members 
Mstep: Class 14 contains 10286 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 1110 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557211.000000 Penalty: 33598.609375
Iteration 25Q: 18 clusters Score -1.055721e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 7063 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 68025 members 
Mstep: Class 10 contains 24980 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 18005 members 
Mstep: Class 14 contains 10271 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557495.000000 Penalty: 33598.609375
Iteration 26Q: 18 clusters Score -1.05575e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8869 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68017 members 
Mstep: Class 10 contains 24949 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 17941 members 
Mstep: Class 14 contains 10253 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557636.000000 Penalty: 33598.609375
Iteration 27Q: 18 clusters Score -1.055764e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 7107 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 68001 members 
Mstep: Class 10 contains 24910 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 11334 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557819.000000 Penalty: 33598.609375
Iteration 28Q: 18 clusters Score -1.055782e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9015 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 8 contains 67993 members 
Mstep: Class 10 contains 24873 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 17801 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557868.000000 Penalty: 33598.609375
Iteration 29Q: 18 clusters Score -1.055787e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 67978 members 
Mstep: Class 10 contains 24834 members 
Mstep: Class 11 contains 8246 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557944.000000 Penalty: 33598.609375
Iteration 30Q: 18 clusters Score -1.055794e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 7133 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 2002 members 
Mstep: Class 8 contains 67966 members 
Mstep: Class 10 contains 24805 members 
Mstep: Class 11 contains 8255 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17706 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 1042 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557998.000000 Penalty: 33598.609375
Iteration 31Q: 18 clusters Score -1.0558e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9234 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 67949 members 
Mstep: Class 10 contains 24768 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17664 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558070.000000 Penalty: 33598.609375
Iteration 32Q: 18 clusters Score -1.055807e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 7166 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 67947 members 
Mstep: Class 10 contains 24734 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 17622 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558182.000000 Penalty: 33598.609375
Iteration 33Q: 18 clusters Score -1.055818e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9344 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 67937 members 
Mstep: Class 10 contains 24708 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 11354 members 
Mstep: Class 13 contains 17586 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558273.000000 Penalty: 33598.609375
Iteration 34Q: 18 clusters Score -1.055827e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9401 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 67939 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 2398 members 
Mstep: Class 19 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558393.000000 Penalty: 33598.609375
Iteration 35Q: 18 clusters Score -1.055839e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9466 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 67947 members 
Mstep: Class 10 contains 24640 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 17517 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558432.000000 Penalty: 33598.609375
Iteration 36Q: 18 clusters Score -1.055843e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9530 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 6259 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 67953 members 
Mstep: Class 10 contains 24610 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 17477 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 16 contains 9084 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558447.000000 Penalty: 33598.609375
Iteration 37Q: 18 clusters Score -1.055845e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 67960 members 
Mstep: Class 10 contains 24581 members 
Mstep: Class 11 contains 8305 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 10217 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558530.000000 Penalty: 33598.609375
Iteration 38Q: 18 clusters Score -1.055853e+07 nChanged 258
Entering ConstructFrom: 
Score: -10558530.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -331254.125000 Penalty: 1402.604858
	Iteration 0F: 2 clusters Score -331254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -326891.218750 Penalty: 2805.209717
	Iteration 0F: 3 clusters Score -326891.2 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -328150.000000 Penalty: 2805.209717
	Iteration 1F: 3 clusters Score -328150 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -328367.812500 Penalty: 2805.209717
	Iteration 2F: 3 clusters Score -328367.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -328550.000000 Penalty: 2805.209717
	Iteration 3F: 3 clusters Score -328550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -328721.187500 Penalty: 2805.209717
	Iteration 4Q: 3 clusters Score -328721.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -328891.562500 Penalty: 2805.209717
	Iteration 5Q: 3 clusters Score -328891.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -329079.000000 Penalty: 2805.209717
	Iteration 6Q: 3 clusters Score -329079 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -329305.062500 Penalty: 2805.209717
	Iteration 7F: 3 clusters Score -329305.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -329510.093750 Penalty: 2805.209717
	Iteration 8Q: 3 clusters Score -329510.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -329652.437500 Penalty: 2805.209717
	Iteration 9Q: 3 clusters Score -329652.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -329754.062500 Penalty: 2805.209717
	Iteration 10Q: 3 clusters Score -329754.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -329830.593750 Penalty: 2805.209717
	Iteration 11Q: 3 clusters Score -329830.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -329886.062500 Penalty: 2805.209717
	Iteration 12Q: 3 clusters Score -329886.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -329923.000000 Penalty: 2805.209717
	Iteration 13Q: 3 clusters Score -329923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -329951.187500 Penalty: 2805.209717
	Iteration 14Q: 3 clusters Score -329951.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -329973.156250 Penalty: 2805.209717
	Iteration 15Q: 3 clusters Score -329973.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -329994.000000 Penalty: 2805.209717
	Iteration 16Q: 3 clusters Score -329994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -330013.437500 Penalty: 2805.209717
	Iteration 17Q: 3 clusters Score -330013.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -330029.031250 Penalty: 2805.209717
	Iteration 18Q: 3 clusters Score -330029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -330038.625000 Penalty: 2805.209717
	Iteration 19Q: 3 clusters Score -330038.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -330043.437500 Penalty: 2805.209717
	Iteration 20F: 3 clusters Score -330043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -330047.468750 Penalty: 2805.209717
	Iteration 21Q: 3 clusters Score -330047.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -330052.281250 Penalty: 2805.209717
	Iteration 22Q: 3 clusters Score -330052.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -330058.437500 Penalty: 2805.209717
	Iteration 23Q: 3 clusters Score -330058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -330062.250000 Penalty: 2805.209717
	Iteration 24Q: 3 clusters Score -330062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -330065.187500 Penalty: 2805.209717
	Iteration 25Q: 3 clusters Score -330065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -330068.500000 Penalty: 2805.209717
	Iteration 26Q: 3 clusters Score -330068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -330070.906250 Penalty: 2805.209717
	Iteration 27Q: 3 clusters Score -330070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -330072.000000 Penalty: 2805.209717
	Iteration 28Q: 3 clusters Score -330072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -330072.531250 Penalty: 2805.209717
	Iteration 29Q: 3 clusters Score -330072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -330073.062500 Penalty: 2805.209717
	Iteration 30Q: 3 clusters Score -330073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -330073.093750 Penalty: 2805.209717
	Iteration 31Q: 3 clusters Score -330073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -330075.000000 Penalty: 2805.209717
	Iteration 32Q: 3 clusters Score -330075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -330074.968750 Penalty: 2805.209717
	Iteration 33Q: 3 clusters Score -330075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -330076.156250 Penalty: 2805.209717
	Iteration 34Q: 3 clusters Score -330076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -330076.187500 Penalty: 2805.209717
	Iteration 35Q: 3 clusters Score -330076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -330077.750000 Penalty: 2805.209717
	Iteration 36Q: 3 clusters Score -330077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -330078.468750 Penalty: 2805.209717
	Iteration 37Q: 3 clusters Score -330078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -330078.531250 Penalty: 2805.209717
	Iteration 38Q: 3 clusters Score -330078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -330078.531250 Penalty: 2805.209717
	Iteration 39F: 3 clusters Score -330078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -510633.312500 Penalty: 1490.789795
	Iteration 0F: 2 clusters Score -510633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -503696.062500 Penalty: 2981.579590
	Iteration 0F: 3 clusters Score -503696.1 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -505989.375000 Penalty: 2981.579590
	Iteration 1F: 3 clusters Score -505989.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -506470.687500 Penalty: 2981.579590
	Iteration 2F: 3 clusters Score -506470.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -507059.187500 Penalty: 2981.579590
	Iteration 3F: 3 clusters Score -507059.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -507704.375000 Penalty: 2981.579590
	Iteration 4F: 3 clusters Score -507704.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -508269.250000 Penalty: 2981.579590
	Iteration 5F: 3 clusters Score -508269.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -508636.687500 Penalty: 2981.579590
	Iteration 6F: 3 clusters Score -508636.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -508876.843750 Penalty: 2981.579590
	Iteration 7Q: 3 clusters Score -508876.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -509038.687500 Penalty: 2981.579590
	Iteration 8Q: 3 clusters Score -509038.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -509151.500000 Penalty: 2981.579590
	Iteration 9Q: 3 clusters Score -509151.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -509237.406250 Penalty: 2981.579590
	Iteration 10Q: 3 clusters Score -509237.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -509304.343750 Penalty: 2981.579590
	Iteration 11Q: 3 clusters Score -509304.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -509352.250000 Penalty: 2981.579590
	Iteration 12Q: 3 clusters Score -509352.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -509396.312500 Penalty: 2981.579590
	Iteration 13Q: 3 clusters Score -509396.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -509426.312500 Penalty: 2981.579590
	Iteration 14Q: 3 clusters Score -509426.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -509456.218750 Penalty: 2981.579590
	Iteration 15Q: 3 clusters Score -509456.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -509482.875000 Penalty: 2981.579590
	Iteration 16Q: 3 clusters Score -509482.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509501.656250 Penalty: 2981.579590
	Iteration 17Q: 3 clusters Score -509501.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -509520.843750 Penalty: 2981.579590
	Iteration 18Q: 3 clusters Score -509520.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -509538.250000 Penalty: 2981.579590
	Iteration 19Q: 3 clusters Score -509538.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -509562.093750 Penalty: 2981.579590
	Iteration 20F: 3 clusters Score -509562.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -509589.406250 Penalty: 2981.579590
	Iteration 21Q: 3 clusters Score -509589.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -509617.968750 Penalty: 2981.579590
	Iteration 22Q: 3 clusters Score -509618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -509639.125000 Penalty: 2981.579590
	Iteration 23Q: 3 clusters Score -509639.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -509653.875000 Penalty: 2981.579590
	Iteration 24Q: 3 clusters Score -509653.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -509660.187500 Penalty: 2981.579590
	Iteration 25Q: 3 clusters Score -509660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -509664.375000 Penalty: 2981.579590
	Iteration 26Q: 3 clusters Score -509664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -509668.718750 Penalty: 2981.579590
	Iteration 27Q: 3 clusters Score -509668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -509674.875000 Penalty: 2981.579590
	Iteration 28Q: 3 clusters Score -509674.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509678.906250 Penalty: 2981.579590
	Iteration 29Q: 3 clusters Score -509678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -509680.062500 Penalty: 2981.579590
	Iteration 30Q: 3 clusters Score -509680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -509681.031250 Penalty: 2981.579590
	Iteration 31Q: 3 clusters Score -509681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -509686.125000 Penalty: 2981.579590
	Iteration 32Q: 3 clusters Score -509686.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509689.062500 Penalty: 2981.579590
	Iteration 33Q: 3 clusters Score -509689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -509691.968750 Penalty: 2981.579590
	Iteration 34Q: 3 clusters Score -509692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -509698.062500 Penalty: 2981.579590
	Iteration 35Q: 3 clusters Score -509698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -509701.031250 Penalty: 2981.579590
	Iteration 36Q: 3 clusters Score -509701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -509703.375000 Penalty: 2981.579590
	Iteration 37Q: 3 clusters Score -509703.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -509703.937500 Penalty: 2981.579590
	Iteration 38Q: 3 clusters Score -509703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -509705.531250 Penalty: 2981.579590
	Iteration 39Q: 3 clusters Score -509705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -509706.250000 Penalty: 2981.579590
	Iteration 40F: 3 clusters Score -509706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -392622.281250 Penalty: 1443.951538
	Iteration 0F: 2 clusters Score -392622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -387207.125000 Penalty: 2887.903076
	Iteration 0F: 3 clusters Score -387207.1 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -388849.750000 Penalty: 2887.903076
	Iteration 1F: 3 clusters Score -388849.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -389066.875000 Penalty: 2887.903076
	Iteration 2F: 3 clusters Score -389066.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -389212.062500 Penalty: 2887.903076
	Iteration 3Q: 3 clusters Score -389212.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -389361.937500 Penalty: 2887.903076
	Iteration 4Q: 3 clusters Score -389361.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -389536.000000 Penalty: 2887.903076
	Iteration 5Q: 3 clusters Score -389536 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -389694.625000 Penalty: 2887.903076
	Iteration 6Q: 3 clusters Score -389694.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -389833.812500 Penalty: 2887.903076
	Iteration 7Q: 3 clusters Score -389833.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -389969.593750 Penalty: 2887.903076
	Iteration 8Q: 3 clusters Score -389969.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -390110.218750 Penalty: 2887.903076
	Iteration 9Q: 3 clusters Score -390110.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -390235.000000 Penalty: 2887.903076
	Iteration 10Q: 3 clusters Score -390235 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -390347.593750 Penalty: 2887.903076
	Iteration 11Q: 3 clusters Score -390347.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -390445.906250 Penalty: 2887.903076
	Iteration 12Q: 3 clusters Score -390445.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -390519.812500 Penalty: 2887.903076
	Iteration 13Q: 3 clusters Score -390519.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -390572.656250 Penalty: 2887.903076
	Iteration 14Q: 3 clusters Score -390572.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -390610.968750 Penalty: 2887.903076
	Iteration 15Q: 3 clusters Score -390611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -390639.718750 Penalty: 2887.903076
	Iteration 16Q: 3 clusters Score -390639.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -390658.187500 Penalty: 2887.903076
	Iteration 17Q: 3 clusters Score -390658.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -390674.750000 Penalty: 2887.903076
	Iteration 18Q: 3 clusters Score -390674.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -390687.343750 Penalty: 2887.903076
	Iteration 19Q: 3 clusters Score -390687.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -390696.437500 Penalty: 2887.903076
	Iteration 20F: 3 clusters Score -390696.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -390705.031250 Penalty: 2887.903076
	Iteration 21Q: 3 clusters Score -390705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -390714.156250 Penalty: 2887.903076
	Iteration 22Q: 3 clusters Score -390714.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -390725.437500 Penalty: 2887.903076
	Iteration 23Q: 3 clusters Score -390725.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -390739.968750 Penalty: 2887.903076
	Iteration 24Q: 3 clusters Score -390740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -390757.000000 Penalty: 2887.903076
	Iteration 25Q: 3 clusters Score -390757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -390779.625000 Penalty: 2887.903076
	Iteration 26Q: 3 clusters Score -390779.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -390800.937500 Penalty: 2887.903076
	Iteration 27Q: 3 clusters Score -390800.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -390817.750000 Penalty: 2887.903076
	Iteration 28Q: 3 clusters Score -390817.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -390838.062500 Penalty: 2887.903076
	Iteration 29Q: 3 clusters Score -390838.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -390862.875000 Penalty: 2887.903076
	Iteration 30Q: 3 clusters Score -390862.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -390888.093750 Penalty: 2887.903076
	Iteration 31Q: 3 clusters Score -390888.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -390906.093750 Penalty: 2887.903076
	Iteration 32Q: 3 clusters Score -390906.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -390925.593750 Penalty: 2887.903076
	Iteration 33Q: 3 clusters Score -390925.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -390950.812500 Penalty: 2887.903076
	Iteration 34Q: 3 clusters Score -390950.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -390975.562500 Penalty: 2887.903076
	Iteration 35Q: 3 clusters Score -390975.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -390997.843750 Penalty: 2887.903076
	Iteration 36Q: 3 clusters Score -390997.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -391019.250000 Penalty: 2887.903076
	Iteration 37Q: 3 clusters Score -391019.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -391035.468750 Penalty: 2887.903076
	Iteration 38Q: 3 clusters Score -391035.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -391056.062500 Penalty: 2887.903076
	Iteration 39Q: 3 clusters Score -391056.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -391073.187500 Penalty: 2887.903076
	Iteration 40F: 3 clusters Score -391073.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -391092.906250 Penalty: 2887.903076
	Iteration 41Q: 3 clusters Score -391092.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -391112.406250 Penalty: 2887.903076
	Iteration 42Q: 3 clusters Score -391112.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -391135.000000 Penalty: 2887.903076
	Iteration 43Q: 3 clusters Score -391135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -391151.906250 Penalty: 2887.903076
	Iteration 44Q: 3 clusters Score -391151.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -391164.531250 Penalty: 2887.903076
	Iteration 45Q: 3 clusters Score -391164.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -391174.687500 Penalty: 2887.903076
	Iteration 46Q: 3 clusters Score -391174.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -391180.968750 Penalty: 2887.903076
	Iteration 47Q: 3 clusters Score -391181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -391184.218750 Penalty: 2887.903076
	Iteration 48Q: 3 clusters Score -391184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -391186.281250 Penalty: 2887.903076
	Iteration 49Q: 3 clusters Score -391186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -391187.125000 Penalty: 2887.903076
	Iteration 50Q: 3 clusters Score -391187.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -391191.843750 Penalty: 2887.903076
	Iteration 51Q: 3 clusters Score -391191.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -391195.656250 Penalty: 2887.903076
	Iteration 52Q: 3 clusters Score -391195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -391200.687500 Penalty: 2887.903076
	Iteration 53Q: 3 clusters Score -391200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -391207.281250 Penalty: 2887.903076
	Iteration 54Q: 3 clusters Score -391207.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -391210.750000 Penalty: 2887.903076
	Iteration 55Q: 3 clusters Score -391210.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -391214.812500 Penalty: 2887.903076
	Iteration 56Q: 3 clusters Score -391214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -391218.437500 Penalty: 2887.903076
	Iteration 57Q: 3 clusters Score -391218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -391218.312500 Penalty: 2887.903076
	Iteration 58Q: 3 clusters Score -391218.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -391219.562500 Penalty: 2887.903076
	Iteration 59Q: 3 clusters Score -391219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -391223.593750 Penalty: 2887.903076
	Iteration 60F: 3 clusters Score -391223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391227.093750 Penalty: 2887.903076
	Iteration 61Q: 3 clusters Score -391227.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -391230.218750 Penalty: 2887.903076
	Iteration 62Q: 3 clusters Score -391230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -391233.062500 Penalty: 2887.903076
	Iteration 63Q: 3 clusters Score -391233.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -391238.625000 Penalty: 2887.903076
	Iteration 64Q: 3 clusters Score -391238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -391243.781250 Penalty: 2887.903076
	Iteration 65Q: 3 clusters Score -391243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -391250.218750 Penalty: 2887.903076
	Iteration 66Q: 3 clusters Score -391250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -391256.937500 Penalty: 2887.903076
	Iteration 67Q: 3 clusters Score -391256.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -391262.187500 Penalty: 2887.903076
	Iteration 68Q: 3 clusters Score -391262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -391265.500000 Penalty: 2887.903076
	Iteration 69Q: 3 clusters Score -391265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -391270.312500 Penalty: 2887.903076
	Iteration 70Q: 3 clusters Score -391270.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -391275.218750 Penalty: 2887.903076
	Iteration 71Q: 3 clusters Score -391275.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -391277.406250 Penalty: 2887.903076
	Iteration 72Q: 3 clusters Score -391277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -391279.281250 Penalty: 2887.903076
	Iteration 73Q: 3 clusters Score -391279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -391281.093750 Penalty: 2887.903076
	Iteration 74Q: 3 clusters Score -391281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -391282.750000 Penalty: 2887.903076
	Iteration 75Q: 3 clusters Score -391282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -391283.562500 Penalty: 2887.903076
	Iteration 76Q: 3 clusters Score -391283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -391286.781250 Penalty: 2887.903076
	Iteration 77Q: 3 clusters Score -391286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -391288.406250 Penalty: 2887.903076
	Iteration 78Q: 3 clusters Score -391288.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -391290.062500 Penalty: 2887.903076
	Iteration 79Q: 3 clusters Score -391290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -391292.718750 Penalty: 2887.903076
	Iteration 80F: 3 clusters Score -391292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -391296.406250 Penalty: 2887.903076
	Iteration 81Q: 3 clusters Score -391296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -391297.250000 Penalty: 2887.903076
	Iteration 82Q: 3 clusters Score -391297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -391300.031250 Penalty: 2887.903076
	Iteration 83Q: 3 clusters Score -391300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -391302.625000 Penalty: 2887.903076
	Iteration 84Q: 3 clusters Score -391302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -391305.000000 Penalty: 2887.903076
	Iteration 85Q: 3 clusters Score -391305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -391306.687500 Penalty: 2887.903076
	Iteration 86Q: 3 clusters Score -391306.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -391308.968750 Penalty: 2887.903076
	Iteration 87Q: 3 clusters Score -391309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -391309.875000 Penalty: 2887.903076
	Iteration 88Q: 3 clusters Score -391309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -391311.718750 Penalty: 2887.903076
	Iteration 89Q: 3 clusters Score -391311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -391311.562500 Penalty: 2887.903076
	Iteration 90Q: 3 clusters Score -391311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -391311.531250 Penalty: 2887.903076
	Iteration 91Q: 3 clusters Score -391311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -391312.093750 Penalty: 2887.903076
	Iteration 92Q: 3 clusters Score -391312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -391312.343750 Penalty: 2887.903076
	Iteration 93Q: 3 clusters Score -391312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -391312.718750 Penalty: 2887.903076
	Iteration 94Q: 3 clusters Score -391312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -391312.718750 Penalty: 2887.903076
	Iteration 95F: 3 clusters Score -391312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -161337.265625 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -161337.3 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 1312 members 
Entering Unmasked Estep 
Score: -158840.328125 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -158840.3 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -159378.046875 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -159378 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -159486.234375 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -159486.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -159555.046875 Penalty: 2561.506836
	Iteration 3Q: 3 clusters Score -159555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -159610.593750 Penalty: 2561.506836
	Iteration 4Q: 3 clusters Score -159610.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -159648.203125 Penalty: 2561.506836
	Iteration 5Q: 3 clusters Score -159648.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159669.890625 Penalty: 2561.506836
	Iteration 6Q: 3 clusters Score -159669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -159684.328125 Penalty: 2561.506836
	Iteration 7Q: 3 clusters Score -159684.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -159705.718750 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -159705.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -159731.359375 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -159731.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159752.906250 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -159752.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159779.531250 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -159779.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159814.281250 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -159814.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -159848.750000 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -159848.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -159874.328125 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -159874.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159889.062500 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -159889.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159904.921875 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -159904.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159927.656250 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -159927.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159947.593750 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -159947.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159962.734375 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -159962.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159982.062500 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -159982.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160000.640625 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -160000.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160021.312500 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -160021.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160043.265625 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -160043.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160069.546875 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -160069.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160095.531250 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -160095.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160114.328125 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -160114.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160131.156250 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -160131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160139.140625 Penalty: 2561.506836
	Iteration 28Q: 3 clusters Score -160139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160144.046875 Penalty: 2561.506836
	Iteration 29Q: 3 clusters Score -160144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160145.203125 Penalty: 2561.506836
	Iteration 30Q: 3 clusters Score -160145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160146.468750 Penalty: 2561.506836
	Iteration 31Q: 3 clusters Score -160146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160147.859375 Penalty: 2561.506836
	Iteration 32Q: 3 clusters Score -160147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160151.078125 Penalty: 2561.506836
	Iteration 33Q: 3 clusters Score -160151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -160153.515625 Penalty: 2561.506836
	Iteration 34Q: 3 clusters Score -160153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -160156.375000 Penalty: 2561.506836
	Iteration 35Q: 3 clusters Score -160156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -160157.843750 Penalty: 2561.506836
	Iteration 36Q: 3 clusters Score -160157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -160160.375000 Penalty: 2561.506836
	Iteration 37Q: 3 clusters Score -160160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -160163.984375 Penalty: 2561.506836
	Iteration 38Q: 3 clusters Score -160164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160169.187500 Penalty: 2561.506836
	Iteration 39Q: 3 clusters Score -160169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -160174.843750 Penalty: 2561.506836
	Iteration 40F: 3 clusters Score -160174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -160176.906250 Penalty: 2561.506836
	Iteration 41Q: 3 clusters Score -160176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -160178.453125 Penalty: 2561.506836
	Iteration 42Q: 3 clusters Score -160178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -160178.796875 Penalty: 2561.506836
	Iteration 43Q: 3 clusters Score -160178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -160179.265625 Penalty: 2561.506836
	Iteration 44Q: 3 clusters Score -160179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -160179.265625 Penalty: 2561.506836
	Iteration 45F: 3 clusters Score -160179.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -149267.828125 Penalty: 1307.564331
	Iteration 0F: 2 clusters Score -149267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -146467.734375 Penalty: 2615.128662
	Iteration 0F: 3 clusters Score -146467.7 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -147268.906250 Penalty: 2615.128662
	Iteration 1F: 3 clusters Score -147268.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -147499.000000 Penalty: 2615.128662
	Iteration 2F: 3 clusters Score -147499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -147681.703125 Penalty: 2615.128662
	Iteration 3F: 3 clusters Score -147681.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -147853.500000 Penalty: 2615.128662
	Iteration 4F: 3 clusters Score -147853.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -147977.015625 Penalty: 2615.128662
	Iteration 5Q: 3 clusters Score -147977 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -148092.953125 Penalty: 2615.128662
	Iteration 6Q: 3 clusters Score -148093 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -148154.484375 Penalty: 2615.128662
	Iteration 7Q: 3 clusters Score -148154.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -148199.406250 Penalty: 2615.128662
	Iteration 8Q: 3 clusters Score -148199.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -148232.937500 Penalty: 2615.128662
	Iteration 9Q: 3 clusters Score -148232.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -148256.203125 Penalty: 2615.128662
	Iteration 10Q: 3 clusters Score -148256.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -148278.343750 Penalty: 2615.128662
	Iteration 11Q: 3 clusters Score -148278.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -148299.484375 Penalty: 2615.128662
	Iteration 12Q: 3 clusters Score -148299.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -148320.484375 Penalty: 2615.128662
	Iteration 13Q: 3 clusters Score -148320.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -148337.906250 Penalty: 2615.128662
	Iteration 14Q: 3 clusters Score -148337.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -148349.546875 Penalty: 2615.128662
	Iteration 15Q: 3 clusters Score -148349.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -148360.359375 Penalty: 2615.128662
	Iteration 16Q: 3 clusters Score -148360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -148365.265625 Penalty: 2615.128662
	Iteration 17Q: 3 clusters Score -148365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -148369.171875 Penalty: 2615.128662
	Iteration 18Q: 3 clusters Score -148369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -148370.828125 Penalty: 2615.128662
	Iteration 19Q: 3 clusters Score -148370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -148374.656250 Penalty: 2615.128662
	Iteration 20F: 3 clusters Score -148374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -148375.890625 Penalty: 2615.128662
	Iteration 21Q: 3 clusters Score -148375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -148376.937500 Penalty: 2615.128662
	Iteration 22Q: 3 clusters Score -148376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -148377.828125 Penalty: 2615.128662
	Iteration 23Q: 3 clusters Score -148377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -148378.328125 Penalty: 2615.128662
	Iteration 24Q: 3 clusters Score -148378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -148379.093750 Penalty: 2615.128662
	Iteration 25Q: 3 clusters Score -148379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -148379.093750 Penalty: 2615.128662
	Iteration 26F: 3 clusters Score -148379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -367977.593750 Penalty: 1419.705566
	Iteration 0F: 2 clusters Score -367977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -363244.593750 Penalty: 2839.411133
	Iteration 0F: 3 clusters Score -363244.6 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -364720.500000 Penalty: 2839.411133
	Iteration 1F: 3 clusters Score -364720.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -364976.375000 Penalty: 2839.411133
	Iteration 2F: 3 clusters Score -364976.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -365200.156250 Penalty: 2839.411133
	Iteration 3F: 3 clusters Score -365200.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -365374.875000 Penalty: 2839.411133
	Iteration 4F: 3 clusters Score -365374.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -365537.500000 Penalty: 2839.411133
	Iteration 5Q: 3 clusters Score -365537.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -365673.125000 Penalty: 2839.411133
	Iteration 6Q: 3 clusters Score -365673.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -365793.312500 Penalty: 2839.411133
	Iteration 7Q: 3 clusters Score -365793.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -365890.531250 Penalty: 2839.411133
	Iteration 8Q: 3 clusters Score -365890.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -365987.281250 Penalty: 2839.411133
	Iteration 9Q: 3 clusters Score -365987.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -366085.937500 Penalty: 2839.411133
	Iteration 10Q: 3 clusters Score -366085.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -366175.562500 Penalty: 2839.411133
	Iteration 11Q: 3 clusters Score -366175.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -366250.906250 Penalty: 2839.411133
	Iteration 12Q: 3 clusters Score -366250.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -366320.968750 Penalty: 2839.411133
	Iteration 13Q: 3 clusters Score -366321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -366374.531250 Penalty: 2839.411133
	Iteration 14Q: 3 clusters Score -366374.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -366425.500000 Penalty: 2839.411133
	Iteration 15Q: 3 clusters Score -366425.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -366477.406250 Penalty: 2839.411133
	Iteration 16Q: 3 clusters Score -366477.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -366511.062500 Penalty: 2839.411133
	Iteration 17Q: 3 clusters Score -366511.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -366535.968750 Penalty: 2839.411133
	Iteration 18Q: 3 clusters Score -366536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -366558.843750 Penalty: 2839.411133
	Iteration 19Q: 3 clusters Score -366558.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -366573.000000 Penalty: 2839.411133
	Iteration 20F: 3 clusters Score -366573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -366585.562500 Penalty: 2839.411133
	Iteration 21Q: 3 clusters Score -366585.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -366600.687500 Penalty: 2839.411133
	Iteration 22Q: 3 clusters Score -366600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -366612.750000 Penalty: 2839.411133
	Iteration 23Q: 3 clusters Score -366612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -366626.843750 Penalty: 2839.411133
	Iteration 24Q: 3 clusters Score -366626.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -366636.843750 Penalty: 2839.411133
	Iteration 25Q: 3 clusters Score -366636.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -366646.781250 Penalty: 2839.411133
	Iteration 26Q: 3 clusters Score -366646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -366657.312500 Penalty: 2839.411133
	Iteration 27Q: 3 clusters Score -366657.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -366666.343750 Penalty: 2839.411133
	Iteration 28Q: 3 clusters Score -366666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -366671.812500 Penalty: 2839.411133
	Iteration 29Q: 3 clusters Score -366671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -366675.312500 Penalty: 2839.411133
	Iteration 30Q: 3 clusters Score -366675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -366678.406250 Penalty: 2839.411133
	Iteration 31Q: 3 clusters Score -366678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -366680.781250 Penalty: 2839.411133
	Iteration 32Q: 3 clusters Score -366680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -366683.468750 Penalty: 2839.411133
	Iteration 33Q: 3 clusters Score -366683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -366686.843750 Penalty: 2839.411133
	Iteration 34Q: 3 clusters Score -366686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -366689.000000 Penalty: 2839.411133
	Iteration 35Q: 3 clusters Score -366689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -366690.468750 Penalty: 2839.411133
	Iteration 36Q: 3 clusters Score -366690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -366691.093750 Penalty: 2839.411133
	Iteration 37Q: 3 clusters Score -366691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -366694.156250 Penalty: 2839.411133
	Iteration 38Q: 3 clusters Score -366694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -366694.656250 Penalty: 2839.411133
	Iteration 39Q: 3 clusters Score -366694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -366697.906250 Penalty: 2839.411133
	Iteration 40F: 3 clusters Score -366697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -366697.843750 Penalty: 2839.411133
	Iteration 41Q: 3 clusters Score -366697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -366697.843750 Penalty: 2839.411133
	Iteration 42F: 3 clusters Score -366697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -100441.179688 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -100441.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98316.390625 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -98316.39 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98865.648438 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -98865.65 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -99014.867188 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -99014.87 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -99099.054688 Penalty: 2472.721680
	Iteration 3F: 3 clusters Score -99099.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -99172.835938 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -99172.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99230.343750 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -99230.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -99266.054688 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -99266.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -99289.765625 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -99289.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -99306.164062 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -99306.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -99315.898438 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -99315.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -99323.312500 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -99323.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -99329.554688 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -99329.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -99333.789062 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -99333.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -99337.125000 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -99337.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -99340.867188 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -99340.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -99342.320312 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -99342.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -99345.476562 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -99345.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -99347.359375 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -99347.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -99349.609375 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -99349.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99350.976562 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -99350.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -99352.117188 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -99352.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99353.039062 Penalty: 2472.721680
	Iteration 21Q: 3 clusters Score -99353.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99353.039062 Penalty: 2472.721680
	Iteration 22F: 3 clusters Score -99353.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Entering Unmasked Estep 
Score: -3946536.750000 Penalty: 1808.082153
	Iteration 0F: 2 clusters Score -3946537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3901165.500000 Penalty: 3616.164307
	Iteration 0F: 3 clusters Score -3901166 nChanged 32219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -3919124.000000 Penalty: 3616.164307
	Iteration 1F: 3 clusters Score -3919124 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3919694.500000 Penalty: 3616.164307
	Iteration 2Q: 3 clusters Score -3919694 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3920392.500000 Penalty: 3616.164307
	Iteration 3Q: 3 clusters Score -3920392 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -3921252.750000 Penalty: 3616.164307
	Iteration 4Q: 3 clusters Score -3921253 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -3922533.750000 Penalty: 3616.164307
	Iteration 5Q: 3 clusters Score -3922534 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -3924409.500000 Penalty: 3616.164307
	Iteration 6F: 3 clusters Score -3924410 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -3927223.250000 Penalty: 3616.164307
	Iteration 7F: 3 clusters Score -3927223 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -3930750.500000 Penalty: 3616.164307
	Iteration 8F: 3 clusters Score -3930750 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -3934381.500000 Penalty: 3616.164307
	Iteration 9F: 3 clusters Score -3934382 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -3937317.250000 Penalty: 3616.164307
	Iteration 10F: 3 clusters Score -3937317 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -3939462.750000 Penalty: 3616.164307
	Iteration 11Q: 3 clusters Score -3939463 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -3940942.750000 Penalty: 3616.164307
	Iteration 12Q: 3 clusters Score -3940943 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -3942028.750000 Penalty: 3616.164307
	Iteration 13Q: 3 clusters Score -3942029 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -3942812.750000 Penalty: 3616.164307
	Iteration 14Q: 3 clusters Score -3942813 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -3943445.500000 Penalty: 3616.164307
	Iteration 15Q: 3 clusters Score -3943446 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -3943932.750000 Penalty: 3616.164307
	Iteration 16Q: 3 clusters Score -3943933 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -3944348.000000 Penalty: 3616.164307
	Iteration 17Q: 3 clusters Score -3944348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -3944622.250000 Penalty: 3616.164307
	Iteration 18Q: 3 clusters Score -3944622 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -3944846.000000 Penalty: 3616.164307
	Iteration 19Q: 3 clusters Score -3944846 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -3945007.500000 Penalty: 3616.164307
	Iteration 20F: 3 clusters Score -3945008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -3945108.500000 Penalty: 3616.164307
	Iteration 21Q: 3 clusters Score -3945108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -3945191.000000 Penalty: 3616.164307
	Iteration 22Q: 3 clusters Score -3945191 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -3945253.750000 Penalty: 3616.164307
	Iteration 23Q: 3 clusters Score -3945254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -3945300.750000 Penalty: 3616.164307
	Iteration 24Q: 3 clusters Score -3945301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -3945345.000000 Penalty: 3616.164307
	Iteration 25Q: 3 clusters Score -3945345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -3945371.750000 Penalty: 3616.164307
	Iteration 26Q: 3 clusters Score -3945372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -3945398.250000 Penalty: 3616.164307
	Iteration 27Q: 3 clusters Score -3945398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -3945414.000000 Penalty: 3616.164307
	Iteration 28Q: 3 clusters Score -3945414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -3945432.250000 Penalty: 3616.164307
	Iteration 29Q: 3 clusters Score -3945432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -3945448.500000 Penalty: 3616.164307
	Iteration 30Q: 3 clusters Score -3945448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -3945464.000000 Penalty: 3616.164307
	Iteration 31Q: 3 clusters Score -3945464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -3945468.500000 Penalty: 3616.164307
	Iteration 32Q: 3 clusters Score -3945468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -3945469.750000 Penalty: 3616.164307
	Iteration 33Q: 3 clusters Score -3945470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -3945473.250000 Penalty: 3616.164307
	Iteration 34Q: 3 clusters Score -3945473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -3945477.000000 Penalty: 3616.164307
	Iteration 35Q: 3 clusters Score -3945477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -3945475.500000 Penalty: 3616.164307
	Iteration 36Q: 3 clusters Score -3945476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -3945478.000000 Penalty: 3616.164307
	Iteration 37Q: 3 clusters Score -3945478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -3945481.500000 Penalty: 3616.164307
	Iteration 38Q: 3 clusters Score -3945482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -3945485.000000 Penalty: 3616.164307
	Iteration 39Q: 3 clusters Score -3945485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -3945483.000000 Penalty: 3616.164307
	Iteration 40F: 3 clusters Score -3945483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -3945488.000000 Penalty: 3616.164307
	Iteration 41Q: 3 clusters Score -3945488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -3945487.750000 Penalty: 3616.164307
	Iteration 42Q: 3 clusters Score -3945488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -3945490.500000 Penalty: 3616.164307
	Iteration 43Q: 3 clusters Score -3945490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -3945493.000000 Penalty: 3616.164307
	Iteration 44Q: 3 clusters Score -3945493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -3945491.500000 Penalty: 3616.164307
	Iteration 45Q: 3 clusters Score -3945492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -3945491.500000 Penalty: 3616.164307
	Iteration 46F: 3 clusters Score -3945492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Entering Unmasked Estep 
Score: -1468764.625000 Penalty: 1642.678955
	Iteration 0F: 2 clusters Score -1468765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1452163.000000 Penalty: 3285.357910
	Iteration 0F: 3 clusters Score -1452163 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1458698.500000 Penalty: 3285.357910
	Iteration 1F: 3 clusters Score -1458698 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1459593.125000 Penalty: 3285.357910
	Iteration 2F: 3 clusters Score -1459593 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1460689.375000 Penalty: 3285.357910
	Iteration 3F: 3 clusters Score -1460689 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1462008.625000 Penalty: 3285.357910
	Iteration 4F: 3 clusters Score -1462009 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1463342.625000 Penalty: 3285.357910
	Iteration 5F: 3 clusters Score -1463343 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1464490.750000 Penalty: 3285.357910
	Iteration 6F: 3 clusters Score -1464491 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1465492.000000 Penalty: 3285.357910
	Iteration 7Q: 3 clusters Score -1465492 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -1466272.000000 Penalty: 3285.357910
	Iteration 8Q: 3 clusters Score -1466272 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1466810.875000 Penalty: 3285.357910
	Iteration 9Q: 3 clusters Score -1466811 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -1467173.750000 Penalty: 3285.357910
	Iteration 10Q: 3 clusters Score -1467174 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1467395.500000 Penalty: 3285.357910
	Iteration 11Q: 3 clusters Score -1467396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -1467519.625000 Penalty: 3285.357910
	Iteration 12Q: 3 clusters Score -1467520 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -1467600.625000 Penalty: 3285.357910
	Iteration 13Q: 3 clusters Score -1467601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -1467643.375000 Penalty: 3285.357910
	Iteration 14Q: 3 clusters Score -1467643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1467675.375000 Penalty: 3285.357910
	Iteration 15Q: 3 clusters Score -1467675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1467701.875000 Penalty: 3285.357910
	Iteration 16Q: 3 clusters Score -1467702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -1467713.125000 Penalty: 3285.357910
	Iteration 17Q: 3 clusters Score -1467713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -1467719.250000 Penalty: 3285.357910
	Iteration 18Q: 3 clusters Score -1467719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -1467723.750000 Penalty: 3285.357910
	Iteration 19Q: 3 clusters Score -1467724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -1467734.750000 Penalty: 3285.357910
	Iteration 20F: 3 clusters Score -1467735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -1467745.750000 Penalty: 3285.357910
	Iteration 21Q: 3 clusters Score -1467746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -1467750.375000 Penalty: 3285.357910
	Iteration 22Q: 3 clusters Score -1467750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1467761.625000 Penalty: 3285.357910
	Iteration 23Q: 3 clusters Score -1467762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -1467766.375000 Penalty: 3285.357910
	Iteration 24Q: 3 clusters Score -1467766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -1467776.875000 Penalty: 3285.357910
	Iteration 25Q: 3 clusters Score -1467777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -1467779.375000 Penalty: 3285.357910
	Iteration 26Q: 3 clusters Score -1467779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1467783.125000 Penalty: 3285.357910
	Iteration 27Q: 3 clusters Score -1467783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -1467790.375000 Penalty: 3285.357910
	Iteration 28Q: 3 clusters Score -1467790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1467796.375000 Penalty: 3285.357910
	Iteration 29Q: 3 clusters Score -1467796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -1467797.750000 Penalty: 3285.357910
	Iteration 30Q: 3 clusters Score -1467798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1467798.625000 Penalty: 3285.357910
	Iteration 31Q: 3 clusters Score -1467799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1467799.375000 Penalty: 3285.357910
	Iteration 32Q: 3 clusters Score -1467799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -1467800.375000 Penalty: 3285.357910
	Iteration 33Q: 3 clusters Score -1467800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -1467801.625000 Penalty: 3285.357910
	Iteration 34Q: 3 clusters Score -1467802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -1467800.625000 Penalty: 3285.357910
	Iteration 35Q: 3 clusters Score -1467801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -1467801.000000 Penalty: 3285.357910
	Iteration 36Q: 3 clusters Score -1467801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -1467801.625000 Penalty: 3285.357910
	Iteration 37Q: 3 clusters Score -1467802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -1467800.000000 Penalty: 3285.357910
	Iteration 38Q: 3 clusters Score -1467800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -1467801.875000 Penalty: 3285.357910
	Iteration 39Q: 3 clusters Score -1467802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1467803.375000 Penalty: 3285.357910
	Iteration 40F: 3 clusters Score -1467803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -1467804.875000 Penalty: 3285.357910
	Iteration 41Q: 3 clusters Score -1467805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1467804.250000 Penalty: 3285.357910
	Iteration 42Q: 3 clusters Score -1467804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1467804.250000 Penalty: 3285.357910
	Iteration 43F: 3 clusters Score -1467804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -455602.718750 Penalty: 1466.675537
	Iteration 0F: 2 clusters Score -455602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -449547.812500 Penalty: 2933.351074
	Iteration 0F: 3 clusters Score -449547.8 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -451397.156250 Penalty: 2933.351074
	Iteration 1F: 3 clusters Score -451397.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -451601.281250 Penalty: 2933.351074
	Iteration 2F: 3 clusters Score -451601.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -451744.312500 Penalty: 2933.351074
	Iteration 3Q: 3 clusters Score -451744.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -451836.937500 Penalty: 2933.351074
	Iteration 4Q: 3 clusters Score -451836.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -451925.906250 Penalty: 2933.351074
	Iteration 5Q: 3 clusters Score -451925.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -452013.781250 Penalty: 2933.351074
	Iteration 6Q: 3 clusters Score -452013.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -452105.187500 Penalty: 2933.351074
	Iteration 7Q: 3 clusters Score -452105.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -452203.937500 Penalty: 2933.351074
	Iteration 8Q: 3 clusters Score -452203.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -452311.500000 Penalty: 2933.351074
	Iteration 9Q: 3 clusters Score -452311.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -452428.218750 Penalty: 2933.351074
	Iteration 10Q: 3 clusters Score -452428.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -452547.531250 Penalty: 2933.351074
	Iteration 11Q: 3 clusters Score -452547.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -452655.750000 Penalty: 2933.351074
	Iteration 12Q: 3 clusters Score -452655.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -452771.093750 Penalty: 2933.351074
	Iteration 13Q: 3 clusters Score -452771.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -452880.656250 Penalty: 2933.351074
	Iteration 14Q: 3 clusters Score -452880.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -452977.906250 Penalty: 2933.351074
	Iteration 15Q: 3 clusters Score -452977.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -453092.687500 Penalty: 2933.351074
	Iteration 16Q: 3 clusters Score -453092.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -453223.718750 Penalty: 2933.351074
	Iteration 17Q: 3 clusters Score -453223.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -453342.031250 Penalty: 2933.351074
	Iteration 18Q: 3 clusters Score -453342 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -453483.375000 Penalty: 2933.351074
	Iteration 19Q: 3 clusters Score -453483.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -453650.093750 Penalty: 2933.351074
	Iteration 20F: 3 clusters Score -453650.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -453808.281250 Penalty: 2933.351074
	Iteration 21Q: 3 clusters Score -453808.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -453950.250000 Penalty: 2933.351074
	Iteration 22Q: 3 clusters Score -453950.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -454056.562500 Penalty: 2933.351074
	Iteration 23Q: 3 clusters Score -454056.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -454135.437500 Penalty: 2933.351074
	Iteration 24Q: 3 clusters Score -454135.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -454185.406250 Penalty: 2933.351074
	Iteration 25Q: 3 clusters Score -454185.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -454222.343750 Penalty: 2933.351074
	Iteration 26Q: 3 clusters Score -454222.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -454253.562500 Penalty: 2933.351074
	Iteration 27Q: 3 clusters Score -454253.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -454283.843750 Penalty: 2933.351074
	Iteration 28Q: 3 clusters Score -454283.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -454308.968750 Penalty: 2933.351074
	Iteration 29Q: 3 clusters Score -454309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -454339.687500 Penalty: 2933.351074
	Iteration 30Q: 3 clusters Score -454339.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -454375.718750 Penalty: 2933.351074
	Iteration 31Q: 3 clusters Score -454375.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -454408.218750 Penalty: 2933.351074
	Iteration 32Q: 3 clusters Score -454408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -454428.562500 Penalty: 2933.351074
	Iteration 33Q: 3 clusters Score -454428.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -454444.500000 Penalty: 2933.351074
	Iteration 34Q: 3 clusters Score -454444.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -454454.593750 Penalty: 2933.351074
	Iteration 35Q: 3 clusters Score -454454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -454468.625000 Penalty: 2933.351074
	Iteration 36Q: 3 clusters Score -454468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -454482.156250 Penalty: 2933.351074
	Iteration 37Q: 3 clusters Score -454482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -454491.562500 Penalty: 2933.351074
	Iteration 38Q: 3 clusters Score -454491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -454502.531250 Penalty: 2933.351074
	Iteration 39Q: 3 clusters Score -454502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -454512.562500 Penalty: 2933.351074
	Iteration 40F: 3 clusters Score -454512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -454519.281250 Penalty: 2933.351074
	Iteration 41Q: 3 clusters Score -454519.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -454526.625000 Penalty: 2933.351074
	Iteration 42Q: 3 clusters Score -454526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -454530.125000 Penalty: 2933.351074
	Iteration 43Q: 3 clusters Score -454530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -454532.906250 Penalty: 2933.351074
	Iteration 44Q: 3 clusters Score -454532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -454534.375000 Penalty: 2933.351074
	Iteration 45Q: 3 clusters Score -454534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -454535.937500 Penalty: 2933.351074
	Iteration 46Q: 3 clusters Score -454535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -454536.656250 Penalty: 2933.351074
	Iteration 47Q: 3 clusters Score -454536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -454537.343750 Penalty: 2933.351074
	Iteration 48Q: 3 clusters Score -454537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -454539.906250 Penalty: 2933.351074
	Iteration 49Q: 3 clusters Score -454539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -454540.750000 Penalty: 2933.351074
	Iteration 50Q: 3 clusters Score -454540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -454541.437500 Penalty: 2933.351074
	Iteration 51Q: 3 clusters Score -454541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -454541.437500 Penalty: 2933.351074
	Iteration 52F: 3 clusters Score -454541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -654193.812500 Penalty: 1517.215210
	Iteration 0F: 2 clusters Score -654193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -646241.250000 Penalty: 3034.430420
	Iteration 0F: 3 clusters Score -646241.2 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -649207.125000 Penalty: 3034.430420
	Iteration 1F: 3 clusters Score -649207.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -649888.937500 Penalty: 3034.430420
	Iteration 2F: 3 clusters Score -649888.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -650556.125000 Penalty: 3034.430420
	Iteration 3F: 3 clusters Score -650556.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -651223.562500 Penalty: 3034.430420
	Iteration 4F: 3 clusters Score -651223.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -651874.875000 Penalty: 3034.430420
	Iteration 5F: 3 clusters Score -651874.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -652379.250000 Penalty: 3034.430420
	Iteration 6F: 3 clusters Score -652379.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -652793.750000 Penalty: 3034.430420
	Iteration 7Q: 3 clusters Score -652793.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -653068.312500 Penalty: 3034.430420
	Iteration 8Q: 3 clusters Score -653068.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -653269.812500 Penalty: 3034.430420
	Iteration 9Q: 3 clusters Score -653269.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -653424.875000 Penalty: 3034.430420
	Iteration 10Q: 3 clusters Score -653424.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -653574.875000 Penalty: 3034.430420
	Iteration 11Q: 3 clusters Score -653574.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -653758.500000 Penalty: 3034.430420
	Iteration 12Q: 3 clusters Score -653758.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -653976.187500 Penalty: 3034.430420
	Iteration 13Q: 3 clusters Score -653976.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -654177.187500 Penalty: 3034.430420
	Iteration 14Q: 3 clusters Score -654177.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -654341.562500 Penalty: 3034.430420
	Iteration 15Q: 3 clusters Score -654341.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -654462.250000 Penalty: 3034.430420
	Iteration 16Q: 3 clusters Score -654462.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -654540.625000 Penalty: 3034.430420
	Iteration 17Q: 3 clusters Score -654540.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -654581.562500 Penalty: 3034.430420
	Iteration 18Q: 3 clusters Score -654581.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -654598.812500 Penalty: 3034.430420
	Iteration 19Q: 3 clusters Score -654598.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -654606.812500 Penalty: 3034.430420
	Iteration 20F: 3 clusters Score -654606.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -654610.187500 Penalty: 3034.430420
	Iteration 21Q: 3 clusters Score -654610.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -654613.625000 Penalty: 3034.430420
	Iteration 22Q: 3 clusters Score -654613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -654616.000000 Penalty: 3034.430420
	Iteration 23Q: 3 clusters Score -654616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -654614.375000 Penalty: 3034.430420
	Iteration 24Q: 3 clusters Score -654614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -654616.750000 Penalty: 3034.430420
	Iteration 25Q: 3 clusters Score -654616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -654618.500000 Penalty: 3034.430420
	Iteration 26Q: 3 clusters Score -654618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -654618.000000 Penalty: 3034.430420
	Iteration 27Q: 3 clusters Score -654618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -654617.750000 Penalty: 3034.430420
	Iteration 28Q: 3 clusters Score -654617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -654618.250000 Penalty: 3034.430420
	Iteration 29Q: 3 clusters Score -654618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -654618.250000 Penalty: 3034.430420
	Iteration 30F: 3 clusters Score -654618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 67959 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 8314 members 
Mstep: Class 12 contains 4387 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 2605 members 
Entering Unmasked Estep 
Score: -10558505.000000 Penalty: 35575.000000
Splitting cluster 12 changes total score from -10558530.000000 to -10558505.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Entering Unmasked Estep 
Score: -984660.062500 Penalty: 1586.957275
	Iteration 0F: 2 clusters Score -984660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -972698.437500 Penalty: 3173.914551
	Iteration 0F: 3 clusters Score -972698.4 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -977514.875000 Penalty: 3173.914551
	Iteration 1F: 3 clusters Score -977514.9 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -978278.375000 Penalty: 3173.914551
	Iteration 2F: 3 clusters Score -978278.4 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -979072.500000 Penalty: 3173.914551
	Iteration 3F: 3 clusters Score -979072.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -979901.750000 Penalty: 3173.914551
	Iteration 4F: 3 clusters Score -979901.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -980703.437500 Penalty: 3173.914551
	Iteration 5F: 3 clusters Score -980703.4 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -981401.125000 Penalty: 3173.914551
	Iteration 6F: 3 clusters Score -981401.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -981908.875000 Penalty: 3173.914551
	Iteration 7F: 3 clusters Score -981908.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -982259.062500 Penalty: 3173.914551
	Iteration 8Q: 3 clusters Score -982259.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -982526.000000 Penalty: 3173.914551
	Iteration 9Q: 3 clusters Score -982526 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -982685.500000 Penalty: 3173.914551
	Iteration 10Q: 3 clusters Score -982685.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -982817.625000 Penalty: 3173.914551
	Iteration 11Q: 3 clusters Score -982817.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -982940.187500 Penalty: 3173.914551
	Iteration 12Q: 3 clusters Score -982940.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -983053.562500 Penalty: 3173.914551
	Iteration 13Q: 3 clusters Score -983053.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -983146.937500 Penalty: 3173.914551
	Iteration 14Q: 3 clusters Score -983146.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -983240.250000 Penalty: 3173.914551
	Iteration 15Q: 3 clusters Score -983240.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -983320.875000 Penalty: 3173.914551
	Iteration 16Q: 3 clusters Score -983320.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -983390.875000 Penalty: 3173.914551
	Iteration 17Q: 3 clusters Score -983390.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -983466.562500 Penalty: 3173.914551
	Iteration 18Q: 3 clusters Score -983466.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -983551.562500 Penalty: 3173.914551
	Iteration 19Q: 3 clusters Score -983551.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -983635.750000 Penalty: 3173.914551
	Iteration 20F: 3 clusters Score -983635.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -983717.375000 Penalty: 3173.914551
	Iteration 21Q: 3 clusters Score -983717.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -983799.500000 Penalty: 3173.914551
	Iteration 22Q: 3 clusters Score -983799.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -983869.875000 Penalty: 3173.914551
	Iteration 23Q: 3 clusters Score -983869.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -983946.625000 Penalty: 3173.914551
	Iteration 24Q: 3 clusters Score -983946.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -984014.437500 Penalty: 3173.914551
	Iteration 25Q: 3 clusters Score -984014.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -984105.187500 Penalty: 3173.914551
	Iteration 26Q: 3 clusters Score -984105.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -984169.500000 Penalty: 3173.914551
	Iteration 27Q: 3 clusters Score -984169.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -984230.750000 Penalty: 3173.914551
	Iteration 28Q: 3 clusters Score -984230.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -984278.500000 Penalty: 3173.914551
	Iteration 29Q: 3 clusters Score -984278.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -984323.437500 Penalty: 3173.914551
	Iteration 30Q: 3 clusters Score -984323.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -984356.625000 Penalty: 3173.914551
	Iteration 31Q: 3 clusters Score -984356.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -984383.187500 Penalty: 3173.914551
	Iteration 32Q: 3 clusters Score -984383.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -984399.125000 Penalty: 3173.914551
	Iteration 33Q: 3 clusters Score -984399.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -984413.125000 Penalty: 3173.914551
	Iteration 34Q: 3 clusters Score -984413.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -984418.250000 Penalty: 3173.914551
	Iteration 35Q: 3 clusters Score -984418.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -984430.250000 Penalty: 3173.914551
	Iteration 36Q: 3 clusters Score -984430.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -984444.437500 Penalty: 3173.914551
	Iteration 37Q: 3 clusters Score -984444.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -984454.937500 Penalty: 3173.914551
	Iteration 38Q: 3 clusters Score -984454.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -984459.937500 Penalty: 3173.914551
	Iteration 39Q: 3 clusters Score -984459.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -984468.500000 Penalty: 3173.914551
	Iteration 40F: 3 clusters Score -984468.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -984476.000000 Penalty: 3173.914551
	Iteration 41Q: 3 clusters Score -984476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -984476.312500 Penalty: 3173.914551
	Iteration 42Q: 3 clusters Score -984476.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -984482.562500 Penalty: 3173.914551
	Iteration 43Q: 3 clusters Score -984482.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -984490.687500 Penalty: 3173.914551
	Iteration 44Q: 3 clusters Score -984490.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -984496.812500 Penalty: 3173.914551
	Iteration 45Q: 3 clusters Score -984496.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -984501.437500 Penalty: 3173.914551
	Iteration 46Q: 3 clusters Score -984501.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -984508.687500 Penalty: 3173.914551
	Iteration 47Q: 3 clusters Score -984508.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -984514.000000 Penalty: 3173.914551
	Iteration 48Q: 3 clusters Score -984514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -984517.125000 Penalty: 3173.914551
	Iteration 49Q: 3 clusters Score -984517.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -984524.562500 Penalty: 3173.914551
	Iteration 50Q: 3 clusters Score -984524.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -984527.312500 Penalty: 3173.914551
	Iteration 51Q: 3 clusters Score -984527.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -984534.625000 Penalty: 3173.914551
	Iteration 52Q: 3 clusters Score -984534.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -984537.812500 Penalty: 3173.914551
	Iteration 53Q: 3 clusters Score -984537.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -984542.312500 Penalty: 3173.914551
	Iteration 54Q: 3 clusters Score -984542.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -984544.062500 Penalty: 3173.914551
	Iteration 55Q: 3 clusters Score -984544.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -984548.125000 Penalty: 3173.914551
	Iteration 56Q: 3 clusters Score -984548.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -984550.625000 Penalty: 3173.914551
	Iteration 57Q: 3 clusters Score -984550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -984554.437500 Penalty: 3173.914551
	Iteration 58Q: 3 clusters Score -984554.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -984559.937500 Penalty: 3173.914551
	Iteration 59Q: 3 clusters Score -984559.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -984559.312500 Penalty: 3173.914551
	Iteration 60F: 3 clusters Score -984559.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -984565.312500 Penalty: 3173.914551
	Iteration 61Q: 3 clusters Score -984565.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -984570.375000 Penalty: 3173.914551
	Iteration 62Q: 3 clusters Score -984570.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -984571.500000 Penalty: 3173.914551
	Iteration 63Q: 3 clusters Score -984571.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -984578.375000 Penalty: 3173.914551
	Iteration 64Q: 3 clusters Score -984578.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -984583.750000 Penalty: 3173.914551
	Iteration 65Q: 3 clusters Score -984583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -984581.000000 Penalty: 3173.914551
	Iteration 66Q: 3 clusters Score -984581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -984584.500000 Penalty: 3173.914551
	Iteration 67Q: 3 clusters Score -984584.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -984583.687500 Penalty: 3173.914551
	Iteration 68Q: 3 clusters Score -984583.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -984585.500000 Penalty: 3173.914551
	Iteration 69Q: 3 clusters Score -984585.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -984589.250000 Penalty: 3173.914551
	Iteration 70Q: 3 clusters Score -984589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -984591.500000 Penalty: 3173.914551
	Iteration 71Q: 3 clusters Score -984591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -984589.687500 Penalty: 3173.914551
	Iteration 72Q: 3 clusters Score -984589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -984589.687500 Penalty: 3173.914551
	Iteration 73Q: 3 clusters Score -984589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -984590.187500 Penalty: 3173.914551
	Iteration 74Q: 3 clusters Score -984590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -984590.187500 Penalty: 3173.914551
	Iteration 75F: 3 clusters Score -984590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -612453.750000 Penalty: 1500.152954
	Iteration 0F: 2 clusters Score -612453.8 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 5045 members 
Entering Unmasked Estep 
Score: -605137.562500 Penalty: 3000.305908
	Iteration 0F: 3 clusters Score -605137.6 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -607542.937500 Penalty: 3000.305908
	Iteration 1F: 3 clusters Score -607542.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -607870.562500 Penalty: 3000.305908
	Iteration 2F: 3 clusters Score -607870.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -608212.562500 Penalty: 3000.305908
	Iteration 3F: 3 clusters Score -608212.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -608563.750000 Penalty: 3000.305908
	Iteration 4F: 3 clusters Score -608563.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -608937.625000 Penalty: 3000.305908
	Iteration 5F: 3 clusters Score -608937.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -609338.125000 Penalty: 3000.305908
	Iteration 6F: 3 clusters Score -609338.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -609704.875000 Penalty: 3000.305908
	Iteration 7F: 3 clusters Score -609704.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -610029.500000 Penalty: 3000.305908
	Iteration 8Q: 3 clusters Score -610029.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -610320.812500 Penalty: 3000.305908
	Iteration 9Q: 3 clusters Score -610320.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -610562.625000 Penalty: 3000.305908
	Iteration 10Q: 3 clusters Score -610562.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -610742.500000 Penalty: 3000.305908
	Iteration 11Q: 3 clusters Score -610742.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -610875.000000 Penalty: 3000.305908
	Iteration 12Q: 3 clusters Score -610875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -610971.125000 Penalty: 3000.305908
	Iteration 13Q: 3 clusters Score -610971.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -611041.812500 Penalty: 3000.305908
	Iteration 14Q: 3 clusters Score -611041.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -611082.625000 Penalty: 3000.305908
	Iteration 15Q: 3 clusters Score -611082.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -611112.062500 Penalty: 3000.305908
	Iteration 16Q: 3 clusters Score -611112.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -611132.687500 Penalty: 3000.305908
	Iteration 17Q: 3 clusters Score -611132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -611143.437500 Penalty: 3000.305908
	Iteration 18Q: 3 clusters Score -611143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -611151.375000 Penalty: 3000.305908
	Iteration 19Q: 3 clusters Score -611151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -611157.937500 Penalty: 3000.305908
	Iteration 20F: 3 clusters Score -611157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -611159.750000 Penalty: 3000.305908
	Iteration 21Q: 3 clusters Score -611159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -611160.375000 Penalty: 3000.305908
	Iteration 22Q: 3 clusters Score -611160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -611162.187500 Penalty: 3000.305908
	Iteration 23Q: 3 clusters Score -611162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -611164.625000 Penalty: 3000.305908
	Iteration 24Q: 3 clusters Score -611164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -611167.250000 Penalty: 3000.305908
	Iteration 25Q: 3 clusters Score -611167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -611169.812500 Penalty: 3000.305908
	Iteration 26Q: 3 clusters Score -611169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -611171.250000 Penalty: 3000.305908
	Iteration 27Q: 3 clusters Score -611171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -611172.187500 Penalty: 3000.305908
	Iteration 28Q: 3 clusters Score -611172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -611172.625000 Penalty: 3000.305908
	Iteration 29Q: 3 clusters Score -611172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -611172.625000 Penalty: 3000.305908
	Iteration 30F: 3 clusters Score -611172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -550246.625000 Penalty: 1481.319092
	Iteration 0F: 2 clusters Score -550246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -543646.062500 Penalty: 2962.638184
	Iteration 0F: 3 clusters Score -543646.1 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -545760.437500 Penalty: 2962.638184
	Iteration 1F: 3 clusters Score -545760.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -546165.000000 Penalty: 2962.638184
	Iteration 2F: 3 clusters Score -546165 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -546712.312500 Penalty: 2962.638184
	Iteration 3F: 3 clusters Score -546712.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -547366.187500 Penalty: 2962.638184
	Iteration 4F: 3 clusters Score -547366.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -548037.062500 Penalty: 2962.638184
	Iteration 5F: 3 clusters Score -548037.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -548667.250000 Penalty: 2962.638184
	Iteration 6F: 3 clusters Score -548667.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -549332.125000 Penalty: 2962.638184
	Iteration 7F: 3 clusters Score -549332.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -549932.125000 Penalty: 2962.638184
	Iteration 8F: 3 clusters Score -549932.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -550272.437500 Penalty: 2962.638184
	Iteration 9Q: 3 clusters Score -550272.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -550409.625000 Penalty: 2962.638184
	Iteration 10Q: 3 clusters Score -550409.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -550473.187500 Penalty: 2962.638184
	Iteration 11Q: 3 clusters Score -550473.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -550514.250000 Penalty: 2962.638184
	Iteration 12Q: 3 clusters Score -550514.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -550534.125000 Penalty: 2962.638184
	Iteration 13Q: 3 clusters Score -550534.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -550545.312500 Penalty: 2962.638184
	Iteration 14Q: 3 clusters Score -550545.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -550550.625000 Penalty: 2962.638184
	Iteration 15Q: 3 clusters Score -550550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -550553.562500 Penalty: 2962.638184
	Iteration 16Q: 3 clusters Score -550553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -550554.750000 Penalty: 2962.638184
	Iteration 17Q: 3 clusters Score -550554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -550553.687500 Penalty: 2962.638184
	Iteration 18Q: 3 clusters Score -550553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -550556.687500 Penalty: 2962.638184
	Iteration 19Q: 3 clusters Score -550556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -550556.875000 Penalty: 2962.638184
	Iteration 20F: 3 clusters Score -550556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -550558.187500 Penalty: 2962.638184
	Iteration 21Q: 3 clusters Score -550558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -550559.000000 Penalty: 2962.638184
	Iteration 22Q: 3 clusters Score -550559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -550559.125000 Penalty: 2962.638184
	Iteration 23Q: 3 clusters Score -550559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -550558.250000 Penalty: 2962.638184
	Iteration 24Q: 3 clusters Score -550558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -550558.187500 Penalty: 2962.638184
	Iteration 25Q: 3 clusters Score -550558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -550559.437500 Penalty: 2962.638184
	Iteration 26Q: 3 clusters Score -550559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -550560.125000 Penalty: 2962.638184
	Iteration 27Q: 3 clusters Score -550560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -550560.500000 Penalty: 2962.638184
	Iteration 28Q: 3 clusters Score -550560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -550560.500000 Penalty: 2962.638184
	Iteration 29F: 3 clusters Score -550560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 67959 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 8314 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 16 contains 4800 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 2605 members 
Entering Unmasked Estep 
Score: -10558395.000000 Penalty: 35575.000000
Splitting cluster 16 changes total score from -10558530.000000 to -10558395.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -49513.933594 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -49513.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48087.171875 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -48087.17 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48386.175781 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -48386.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48445.210938 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -48445.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48470.406250 Penalty: 2250.179443
	Iteration 3Q: 3 clusters Score -48470.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48480.332031 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -48480.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48484.781250 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -48484.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48486.492188 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -48486.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48487.929688 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -48487.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -48490.171875 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -48490.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48490.964844 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -48490.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -48494.007812 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -48494.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48495.617188 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -48495.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -48496.054688 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -48496.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -48496.351562 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -48496.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48497.335938 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -48497.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48498.460938 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -48498.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48499.312500 Penalty: 2250.179443
	Iteration 16Q: 3 clusters Score -48499.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48499.312500 Penalty: 2250.179443
	Iteration 17F: 3 clusters Score -48499.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -129654.531250 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -129654.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -127311.015625 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -127311 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127823.164062 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -127823.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -127927.421875 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -127927.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128000.398438 Penalty: 2531.572754
	Iteration 3Q: 3 clusters Score -128000.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -128058.406250 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -128058.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -128100.218750 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -128100.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -128134.367188 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -128134.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128166.953125 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -128167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -128203.867188 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -128203.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -128235.265625 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -128235.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -128256.250000 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -128256.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -128273.117188 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -128273.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128285.070312 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -128285.1 nChanged 25
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: -128296.937500 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -128296.9 nChanged 20
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: -128304.601562 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -128304.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128312.679688 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -128312.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -128321.039062 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -128321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128325.882812 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -128325.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128334.281250 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -128334.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128341.898438 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -128341.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128346.015625 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -128346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128349.539062 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -128349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128350.656250 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -128350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128353.242188 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -128353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128356.281250 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -128356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128357.804688 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -128357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -128358.710938 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -128358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128358.843750 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -128358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -128359.421875 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -128359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -128359.421875 Penalty: 2531.572754
	Iteration 29F: 3 clusters Score -128359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -135226.234375 Penalty: 1278.093018
	Iteration 0F: 2 clusters Score -135226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -132781.281250 Penalty: 2556.186035
	Iteration 0F: 3 clusters Score -132781.3 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -133372.171875 Penalty: 2556.186035
	Iteration 1F: 3 clusters Score -133372.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -133519.781250 Penalty: 2556.186035
	Iteration 2F: 3 clusters Score -133519.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -133610.734375 Penalty: 2556.186035
	Iteration 3F: 3 clusters Score -133610.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -133674.562500 Penalty: 2556.186035
	Iteration 4Q: 3 clusters Score -133674.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -133715.140625 Penalty: 2556.186035
	Iteration 5Q: 3 clusters Score -133715.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -133747.750000 Penalty: 2556.186035
	Iteration 6Q: 3 clusters Score -133747.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -133784.828125 Penalty: 2556.186035
	Iteration 7Q: 3 clusters Score -133784.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -133811.031250 Penalty: 2556.186035
	Iteration 8Q: 3 clusters Score -133811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -133838.796875 Penalty: 2556.186035
	Iteration 9Q: 3 clusters Score -133838.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -133868.406250 Penalty: 2556.186035
	Iteration 10Q: 3 clusters Score -133868.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -133904.562500 Penalty: 2556.186035
	Iteration 11Q: 3 clusters Score -133904.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -133939.234375 Penalty: 2556.186035
	Iteration 12Q: 3 clusters Score -133939.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -133971.312500 Penalty: 2556.186035
	Iteration 13Q: 3 clusters Score -133971.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133993.031250 Penalty: 2556.186035
	Iteration 14Q: 3 clusters Score -133993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -134018.953125 Penalty: 2556.186035
	Iteration 15Q: 3 clusters Score -134019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -134035.734375 Penalty: 2556.186035
	Iteration 16Q: 3 clusters Score -134035.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -134052.328125 Penalty: 2556.186035
	Iteration 17Q: 3 clusters Score -134052.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -134066.140625 Penalty: 2556.186035
	Iteration 18Q: 3 clusters Score -134066.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -134078.281250 Penalty: 2556.186035
	Iteration 19Q: 3 clusters Score -134078.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -134087.062500 Penalty: 2556.186035
	Iteration 20F: 3 clusters Score -134087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -134094.984375 Penalty: 2556.186035
	Iteration 21Q: 3 clusters Score -134095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134109.281250 Penalty: 2556.186035
	Iteration 22Q: 3 clusters Score -134109.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -134126.093750 Penalty: 2556.186035
	Iteration 23Q: 3 clusters Score -134126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -134137.734375 Penalty: 2556.186035
	Iteration 24Q: 3 clusters Score -134137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -134146.265625 Penalty: 2556.186035
	Iteration 25Q: 3 clusters Score -134146.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -134158.578125 Penalty: 2556.186035
	Iteration 26Q: 3 clusters Score -134158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -134168.453125 Penalty: 2556.186035
	Iteration 27Q: 3 clusters Score -134168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -134174.640625 Penalty: 2556.186035
	Iteration 28Q: 3 clusters Score -134174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -134178.906250 Penalty: 2556.186035
	Iteration 29Q: 3 clusters Score -134178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -134181.343750 Penalty: 2556.186035
	Iteration 30Q: 3 clusters Score -134181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -134184.203125 Penalty: 2556.186035
	Iteration 31Q: 3 clusters Score -134184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -134185.062500 Penalty: 2556.186035
	Iteration 32Q: 3 clusters Score -134185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -134185.218750 Penalty: 2556.186035
	Iteration 33Q: 3 clusters Score -134185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -134186.437500 Penalty: 2556.186035
	Iteration 34Q: 3 clusters Score -134186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -134191.890625 Penalty: 2556.186035
	Iteration 35Q: 3 clusters Score -134191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -134194.312500 Penalty: 2556.186035
	Iteration 36Q: 3 clusters Score -134194.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -134197.140625 Penalty: 2556.186035
	Iteration 37Q: 3 clusters Score -134197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -134198.828125 Penalty: 2556.186035
	Iteration 38Q: 3 clusters Score -134198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -134200.953125 Penalty: 2556.186035
	Iteration 39Q: 3 clusters Score -134201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -134202.984375 Penalty: 2556.186035
	Iteration 40F: 3 clusters Score -134203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -134205.437500 Penalty: 2556.186035
	Iteration 41Q: 3 clusters Score -134205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -134210.718750 Penalty: 2556.186035
	Iteration 42Q: 3 clusters Score -134210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -134216.953125 Penalty: 2556.186035
	Iteration 43Q: 3 clusters Score -134217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -134222.765625 Penalty: 2556.186035
	Iteration 44Q: 3 clusters Score -134222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -134229.578125 Penalty: 2556.186035
	Iteration 45Q: 3 clusters Score -134229.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -134237.375000 Penalty: 2556.186035
	Iteration 46Q: 3 clusters Score -134237.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -134243.265625 Penalty: 2556.186035
	Iteration 47Q: 3 clusters Score -134243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -134249.765625 Penalty: 2556.186035
	Iteration 48Q: 3 clusters Score -134249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -134254.609375 Penalty: 2556.186035
	Iteration 49Q: 3 clusters Score -134254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -134259.062500 Penalty: 2556.186035
	Iteration 50Q: 3 clusters Score -134259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -134267.656250 Penalty: 2556.186035
	Iteration 51Q: 3 clusters Score -134267.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -134277.640625 Penalty: 2556.186035
	Iteration 52Q: 3 clusters Score -134277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -134287.328125 Penalty: 2556.186035
	Iteration 53Q: 3 clusters Score -134287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -134293.390625 Penalty: 2556.186035
	Iteration 54Q: 3 clusters Score -134293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -134300.031250 Penalty: 2556.186035
	Iteration 55Q: 3 clusters Score -134300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -134304.671875 Penalty: 2556.186035
	Iteration 56Q: 3 clusters Score -134304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -134306.562500 Penalty: 2556.186035
	Iteration 57Q: 3 clusters Score -134306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -134309.234375 Penalty: 2556.186035
	Iteration 58Q: 3 clusters Score -134309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -134312.906250 Penalty: 2556.186035
	Iteration 59Q: 3 clusters Score -134312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -134318.140625 Penalty: 2556.186035
	Iteration 60F: 3 clusters Score -134318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -134319.656250 Penalty: 2556.186035
	Iteration 61Q: 3 clusters Score -134319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -134321.593750 Penalty: 2556.186035
	Iteration 62Q: 3 clusters Score -134321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -134322.468750 Penalty: 2556.186035
	Iteration 63Q: 3 clusters Score -134322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -134322.781250 Penalty: 2556.186035
	Iteration 64Q: 3 clusters Score -134322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -134323.859375 Penalty: 2556.186035
	Iteration 65Q: 3 clusters Score -134323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -134324.234375 Penalty: 2556.186035
	Iteration 66Q: 3 clusters Score -134324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -134324.234375 Penalty: 2556.186035
	Iteration 67F: 3 clusters Score -134324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 67959 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 8314 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558554.000000 Penalty: 33598.609375
Iteration 39Q: 18 clusters Score -1.055855e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 67966 members 
Mstep: Class 10 contains 24543 members 
Mstep: Class 11 contains 8321 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 14 contains 10215 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558641.000000 Penalty: 33598.609375
Iteration 40F: 18 clusters Score -1.055864e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9731 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3129 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 67972 members 
Mstep: Class 10 contains 24524 members 
Mstep: Class 11 contains 8331 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 17379 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 2428 members 
Mstep: Class 19 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558678.000000 Penalty: 33598.609375
Iteration 41Q: 18 clusters Score -1.055868e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 7236 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 67980 members 
Mstep: Class 10 contains 24492 members 
Mstep: Class 11 contains 8338 members 
Mstep: Class 12 contains 11354 members 
Mstep: Class 13 contains 17351 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558739.000000 Penalty: 33598.609375
Iteration 42Q: 18 clusters Score -1.055874e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 7242 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 67988 members 
Mstep: Class 10 contains 24476 members 
Mstep: Class 11 contains 8346 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17334 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558723.000000 Penalty: 33598.609375
Iteration 43Q: 18 clusters Score -1.055872e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 68004 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 8353 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 10221 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558783.000000 Penalty: 33598.609375
Iteration 44Q: 18 clusters Score -1.055878e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 68016 members 
Mstep: Class 10 contains 24449 members 
Mstep: Class 11 contains 8358 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 17292 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558837.000000 Penalty: 33598.609375
Iteration 45Q: 18 clusters Score -1.055884e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 7254 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 68018 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 11 contains 8360 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558877.000000 Penalty: 33598.609375
Iteration 46Q: 18 clusters Score -1.055888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9863 members 
Mstep: Class 3 contains 7254 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 6147 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 68023 members 
Mstep: Class 10 contains 24435 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 17265 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 16 contains 9104 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558893.000000 Penalty: 33598.609375
Iteration 47Q: 18 clusters Score -1.055889e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 7254 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 68020 members 
Mstep: Class 10 contains 24430 members 
Mstep: Class 11 contains 8360 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558889.000000 Penalty: 33598.609375
Iteration 48Q: 18 clusters Score -1.055889e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 7258 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 8 contains 68025 members 
Mstep: Class 10 contains 24427 members 
Mstep: Class 11 contains 8364 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 17244 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558903.000000 Penalty: 33598.609375
Iteration 49Q: 18 clusters Score -1.05589e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 7265 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 6109 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 68036 members 
Mstep: Class 10 contains 24423 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 17230 members 
Mstep: Class 14 contains 10244 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558900.000000 Penalty: 33598.609375
Iteration 50Q: 18 clusters Score -1.05589e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9890 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 68043 members 
Mstep: Class 10 contains 24421 members 
Mstep: Class 11 contains 8366 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 17209 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558917.000000 Penalty: 33598.609375
Iteration 51Q: 18 clusters Score -1.055892e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9895 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 68044 members 
Mstep: Class 10 contains 24419 members 
Mstep: Class 11 contains 8377 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 10246 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558934.000000 Penalty: 33598.609375
Iteration 52Q: 18 clusters Score -1.055893e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9903 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 68039 members 
Mstep: Class 10 contains 24412 members 
Mstep: Class 11 contains 8386 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 16 contains 9117 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558972.000000 Penalty: 33598.609375
Iteration 53Q: 18 clusters Score -1.055897e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9908 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3084 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 68031 members 
Mstep: Class 10 contains 24410 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 17176 members 
Mstep: Class 14 contains 10246 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559027.000000 Penalty: 33598.609375
Iteration 54Q: 18 clusters Score -1.055903e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 68027 members 
Mstep: Class 10 contains 24408 members 
Mstep: Class 11 contains 8401 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 17164 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 16 contains 9121 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559069.000000 Penalty: 33598.609375
Iteration 55Q: 18 clusters Score -1.055907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 6093 members 
Mstep: Class 7 contains 1994 members 
Mstep: Class 8 contains 68029 members 
Mstep: Class 10 contains 24408 members 
Mstep: Class 11 contains 8406 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 17154 members 
Mstep: Class 14 contains 10250 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559085.000000 Penalty: 33598.609375
Iteration 56Q: 18 clusters Score -1.055908e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9929 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68034 members 
Mstep: Class 10 contains 24404 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 17144 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559061.000000 Penalty: 33598.609375
Iteration 57Q: 18 clusters Score -1.055906e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9936 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 68039 members 
Mstep: Class 10 contains 24402 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 10250 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559058.000000 Penalty: 33598.609375
Iteration 58Q: 18 clusters Score -1.055906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9940 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 68039 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8405 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559062.000000 Penalty: 33598.609375
Iteration 59Q: 18 clusters Score -1.055906e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 68040 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 16 contains 9128 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 2443 members 
Mstep: Class 19 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559071.000000 Penalty: 33598.609375
Iteration 60F: 18 clusters Score -1.055907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9949 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 68043 members 
Mstep: Class 10 contains 24399 members 
Mstep: Class 11 contains 8406 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17108 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 16 contains 9127 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559098.000000 Penalty: 33598.609375
Iteration 61Q: 18 clusters Score -1.05591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9951 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68051 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 11345 members 
Mstep: Class 13 contains 17095 members 
Mstep: Class 14 contains 10250 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559114.000000 Penalty: 33598.609375
Iteration 62Q: 18 clusters Score -1.055911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68059 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8418 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559141.000000 Penalty: 33598.609375
Iteration 63Q: 18 clusters Score -1.055914e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68058 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8421 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 17062 members 
Mstep: Class 14 contains 10252 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559130.000000 Penalty: 33598.609375
Iteration 64Q: 18 clusters Score -1.055913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9960 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 68056 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8423 members 
Mstep: Class 12 contains 11354 members 
Mstep: Class 13 contains 17052 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 16 contains 9140 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559126.000000 Penalty: 33598.609375
Iteration 65Q: 18 clusters Score -1.055913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9961 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 68057 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 17045 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 16 contains 9144 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559152.000000 Penalty: 33598.609375
Iteration 66Q: 18 clusters Score -1.055915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9963 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 6076 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68059 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 17039 members 
Mstep: Class 14 contains 10253 members 
Mstep: Class 16 contains 9146 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559145.000000 Penalty: 33598.609375
Iteration 67Q: 18 clusters Score -1.055914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9962 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 6076 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68061 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 17039 members 
Mstep: Class 14 contains 10254 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559143.000000 Penalty: 33598.609375
Iteration 68Q: 18 clusters Score -1.055914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9962 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68064 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 17038 members 
Mstep: Class 14 contains 10253 members 
Mstep: Class 16 contains 9144 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559133.000000 Penalty: 33598.609375
Iteration 69Q: 18 clusters Score -1.055913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9964 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 6071 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68062 members 
Mstep: Class 10 contains 24399 members 
Mstep: Class 11 contains 8428 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 17035 members 
Mstep: Class 14 contains 10254 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559105.000000 Penalty: 33598.609375
Iteration 70Q: 18 clusters Score -1.05591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 68059 members 
Mstep: Class 10 contains 24399 members 
Mstep: Class 11 contains 8429 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 17031 members 
Mstep: Class 14 contains 10254 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559109.000000 Penalty: 33598.609375
Iteration 71Q: 18 clusters Score -1.055911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 68063 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 17023 members 
Mstep: Class 14 contains 10255 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559128.000000 Penalty: 33598.609375
Iteration 72Q: 18 clusters Score -1.055913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9967 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 17016 members 
Mstep: Class 14 contains 10255 members 
Mstep: Class 16 contains 9157 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559106.000000 Penalty: 33598.609375
Iteration 73Q: 18 clusters Score -1.055911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6065 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 17013 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559110.000000 Penalty: 33598.609375
Iteration 74Q: 18 clusters Score -1.055911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24402 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 16 contains 9159 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559089.000000 Penalty: 33598.609375
Iteration 75Q: 18 clusters Score -1.055909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24402 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559084.000000 Penalty: 33598.609375
Iteration 76Q: 18 clusters Score -1.055908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24403 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 17007 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 9163 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559093.000000 Penalty: 33598.609375
Iteration 77Q: 18 clusters Score -1.055909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68062 members 
Mstep: Class 10 contains 24403 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11364 members 
Mstep: Class 13 contains 17005 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559090.000000 Penalty: 33598.609375
Iteration 78Q: 18 clusters Score -1.055909e+07 nChanged 12
Entering ConstructFrom: 
Score: -10559090.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -335628.093750 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -335628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -331243.500000 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -331243.5 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -332632.031250 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -332632 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -332927.437500 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -332927.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -333136.937500 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -333136.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -333268.093750 Penalty: 2809.815430
	Iteration 4Q: 3 clusters Score -333268.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -333373.093750 Penalty: 2809.815430
	Iteration 5Q: 3 clusters Score -333373.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -333476.437500 Penalty: 2809.815430
	Iteration 6Q: 3 clusters Score -333476.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -333547.062500 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -333547.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -333609.500000 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -333609.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -333672.312500 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -333672.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -333746.218750 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -333746.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -333815.718750 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -333815.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -333874.625000 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -333874.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -333940.156250 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -333940.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -333992.343750 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -333992.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -334034.125000 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -334034.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -334075.000000 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -334075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -334113.437500 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -334113.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -334149.125000 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -334149.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -334191.187500 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -334191.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -334226.781250 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -334226.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -334254.406250 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -334254.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -334271.968750 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -334272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -334282.250000 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -334282.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -334289.750000 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -334289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -334293.406250 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -334293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -334294.656250 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -334294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -334295.937500 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -334295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -334297.062500 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -334297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -334296.906250 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -334296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -334297.312500 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -334297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -334297.656250 Penalty: 2809.815430
	Iteration 31Q: 3 clusters Score -334297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -334297.781250 Penalty: 2809.815430
	Iteration 32Q: 3 clusters Score -334297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -334298.843750 Penalty: 2809.815430
	Iteration 33Q: 3 clusters Score -334298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -334300.406250 Penalty: 2809.815430
	Iteration 34Q: 3 clusters Score -334300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -334300.375000 Penalty: 2809.815430
	Iteration 35Q: 3 clusters Score -334300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -334300.375000 Penalty: 2809.815430
	Iteration 36F: 3 clusters Score -334300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -527552.500000 Penalty: 1496.175781
	Iteration 0F: 2 clusters Score -527552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -520506.968750 Penalty: 2992.351562
	Iteration 0F: 3 clusters Score -520507 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -523123.156250 Penalty: 2992.351562
	Iteration 1F: 3 clusters Score -523123.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -523640.125000 Penalty: 2992.351562
	Iteration 2F: 3 clusters Score -523640.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -524138.843750 Penalty: 2992.351562
	Iteration 3F: 3 clusters Score -524138.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -524648.312500 Penalty: 2992.351562
	Iteration 4F: 3 clusters Score -524648.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -525108.687500 Penalty: 2992.351562
	Iteration 5F: 3 clusters Score -525108.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -525405.937500 Penalty: 2992.351562
	Iteration 6Q: 3 clusters Score -525405.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -525644.062500 Penalty: 2992.351562
	Iteration 7Q: 3 clusters Score -525644.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -525833.750000 Penalty: 2992.351562
	Iteration 8Q: 3 clusters Score -525833.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -525982.750000 Penalty: 2992.351562
	Iteration 9Q: 3 clusters Score -525982.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -526088.562500 Penalty: 2992.351562
	Iteration 10Q: 3 clusters Score -526088.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -526160.312500 Penalty: 2992.351562
	Iteration 11Q: 3 clusters Score -526160.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -526212.500000 Penalty: 2992.351562
	Iteration 12Q: 3 clusters Score -526212.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -526253.750000 Penalty: 2992.351562
	Iteration 13Q: 3 clusters Score -526253.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526299.875000 Penalty: 2992.351562
	Iteration 14Q: 3 clusters Score -526299.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -526353.250000 Penalty: 2992.351562
	Iteration 15Q: 3 clusters Score -526353.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -526398.375000 Penalty: 2992.351562
	Iteration 16Q: 3 clusters Score -526398.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -526444.000000 Penalty: 2992.351562
	Iteration 17Q: 3 clusters Score -526444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -526477.812500 Penalty: 2992.351562
	Iteration 18Q: 3 clusters Score -526477.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -526507.500000 Penalty: 2992.351562
	Iteration 19Q: 3 clusters Score -526507.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -526526.875000 Penalty: 2992.351562
	Iteration 20F: 3 clusters Score -526526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -526543.187500 Penalty: 2992.351562
	Iteration 21Q: 3 clusters Score -526543.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -526553.375000 Penalty: 2992.351562
	Iteration 22Q: 3 clusters Score -526553.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -526562.312500 Penalty: 2992.351562
	Iteration 23Q: 3 clusters Score -526562.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -526570.812500 Penalty: 2992.351562
	Iteration 24Q: 3 clusters Score -526570.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -526577.000000 Penalty: 2992.351562
	Iteration 25Q: 3 clusters Score -526577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -526583.500000 Penalty: 2992.351562
	Iteration 26Q: 3 clusters Score -526583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -526585.125000 Penalty: 2992.351562
	Iteration 27Q: 3 clusters Score -526585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -526588.937500 Penalty: 2992.351562
	Iteration 28Q: 3 clusters Score -526588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -526590.437500 Penalty: 2992.351562
	Iteration 29Q: 3 clusters Score -526590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -526592.687500 Penalty: 2992.351562
	Iteration 30Q: 3 clusters Score -526592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -526592.125000 Penalty: 2992.351562
	Iteration 31Q: 3 clusters Score -526592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -526593.937500 Penalty: 2992.351562
	Iteration 32Q: 3 clusters Score -526593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -526594.687500 Penalty: 2992.351562
	Iteration 33Q: 3 clusters Score -526594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -526597.062500 Penalty: 2992.351562
	Iteration 34Q: 3 clusters Score -526597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -526598.875000 Penalty: 2992.351562
	Iteration 35Q: 3 clusters Score -526598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -526600.125000 Penalty: 2992.351562
	Iteration 36Q: 3 clusters Score -526600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -526601.875000 Penalty: 2992.351562
	Iteration 37Q: 3 clusters Score -526601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -526601.562500 Penalty: 2992.351562
	Iteration 38Q: 3 clusters Score -526601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -526602.125000 Penalty: 2992.351562
	Iteration 39Q: 3 clusters Score -526602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -526603.125000 Penalty: 2992.351562
	Iteration 40F: 3 clusters Score -526603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Entering Unmasked Estep 
Score: -396204.781250 Penalty: 1445.717773
	Iteration 0F: 2 clusters Score -396204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -390742.531250 Penalty: 2891.435547
	Iteration 0F: 3 clusters Score -390742.5 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -392383.812500 Penalty: 2891.435547
	Iteration 1F: 3 clusters Score -392383.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -392594.468750 Penalty: 2891.435547
	Iteration 2F: 3 clusters Score -392594.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -392739.687500 Penalty: 2891.435547
	Iteration 3Q: 3 clusters Score -392739.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -392862.062500 Penalty: 2891.435547
	Iteration 4Q: 3 clusters Score -392862.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -392954.125000 Penalty: 2891.435547
	Iteration 5Q: 3 clusters Score -392954.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -393044.187500 Penalty: 2891.435547
	Iteration 6Q: 3 clusters Score -393044.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -393129.968750 Penalty: 2891.435547
	Iteration 7Q: 3 clusters Score -393130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -393219.875000 Penalty: 2891.435547
	Iteration 8Q: 3 clusters Score -393219.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -393310.343750 Penalty: 2891.435547
	Iteration 9Q: 3 clusters Score -393310.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -393411.906250 Penalty: 2891.435547
	Iteration 10Q: 3 clusters Score -393411.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -393497.750000 Penalty: 2891.435547
	Iteration 11Q: 3 clusters Score -393497.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -393597.500000 Penalty: 2891.435547
	Iteration 12Q: 3 clusters Score -393597.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -393695.625000 Penalty: 2891.435547
	Iteration 13Q: 3 clusters Score -393695.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -393778.812500 Penalty: 2891.435547
	Iteration 14Q: 3 clusters Score -393778.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -393868.656250 Penalty: 2891.435547
	Iteration 15Q: 3 clusters Score -393868.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -393960.718750 Penalty: 2891.435547
	Iteration 16Q: 3 clusters Score -393960.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -394061.312500 Penalty: 2891.435547
	Iteration 17Q: 3 clusters Score -394061.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -394168.500000 Penalty: 2891.435547
	Iteration 18Q: 3 clusters Score -394168.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -394261.250000 Penalty: 2891.435547
	Iteration 19Q: 3 clusters Score -394261.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -394332.250000 Penalty: 2891.435547
	Iteration 20F: 3 clusters Score -394332.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -394399.625000 Penalty: 2891.435547
	Iteration 21Q: 3 clusters Score -394399.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -394458.218750 Penalty: 2891.435547
	Iteration 22Q: 3 clusters Score -394458.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -394511.406250 Penalty: 2891.435547
	Iteration 23Q: 3 clusters Score -394511.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -394557.781250 Penalty: 2891.435547
	Iteration 24Q: 3 clusters Score -394557.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -394599.718750 Penalty: 2891.435547
	Iteration 25Q: 3 clusters Score -394599.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -394642.750000 Penalty: 2891.435547
	Iteration 26Q: 3 clusters Score -394642.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -394680.500000 Penalty: 2891.435547
	Iteration 27Q: 3 clusters Score -394680.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -394715.500000 Penalty: 2891.435547
	Iteration 28Q: 3 clusters Score -394715.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -394745.531250 Penalty: 2891.435547
	Iteration 29Q: 3 clusters Score -394745.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -394776.343750 Penalty: 2891.435547
	Iteration 30Q: 3 clusters Score -394776.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -394809.968750 Penalty: 2891.435547
	Iteration 31Q: 3 clusters Score -394810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -394850.906250 Penalty: 2891.435547
	Iteration 32Q: 3 clusters Score -394850.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -394880.625000 Penalty: 2891.435547
	Iteration 33Q: 3 clusters Score -394880.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -394906.968750 Penalty: 2891.435547
	Iteration 34Q: 3 clusters Score -394907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -394930.875000 Penalty: 2891.435547
	Iteration 35Q: 3 clusters Score -394930.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -394949.312500 Penalty: 2891.435547
	Iteration 36Q: 3 clusters Score -394949.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -394959.875000 Penalty: 2891.435547
	Iteration 37Q: 3 clusters Score -394959.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -394964.093750 Penalty: 2891.435547
	Iteration 38Q: 3 clusters Score -394964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -394966.656250 Penalty: 2891.435547
	Iteration 39Q: 3 clusters Score -394966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -394970.593750 Penalty: 2891.435547
	Iteration 40F: 3 clusters Score -394970.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -394974.156250 Penalty: 2891.435547
	Iteration 41Q: 3 clusters Score -394974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -394978.156250 Penalty: 2891.435547
	Iteration 42Q: 3 clusters Score -394978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -394980.281250 Penalty: 2891.435547
	Iteration 43Q: 3 clusters Score -394980.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -394984.187500 Penalty: 2891.435547
	Iteration 44Q: 3 clusters Score -394984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -394991.562500 Penalty: 2891.435547
	Iteration 45Q: 3 clusters Score -394991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -395000.218750 Penalty: 2891.435547
	Iteration 46Q: 3 clusters Score -395000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -395009.281250 Penalty: 2891.435547
	Iteration 47Q: 3 clusters Score -395009.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -395014.968750 Penalty: 2891.435547
	Iteration 48Q: 3 clusters Score -395015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -395019.281250 Penalty: 2891.435547
	Iteration 49Q: 3 clusters Score -395019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -395023.031250 Penalty: 2891.435547
	Iteration 50Q: 3 clusters Score -395023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -395027.062500 Penalty: 2891.435547
	Iteration 51Q: 3 clusters Score -395027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -395030.125000 Penalty: 2891.435547
	Iteration 52Q: 3 clusters Score -395030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -395033.875000 Penalty: 2891.435547
	Iteration 53Q: 3 clusters Score -395033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -395037.843750 Penalty: 2891.435547
	Iteration 54Q: 3 clusters Score -395037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -395043.187500 Penalty: 2891.435547
	Iteration 55Q: 3 clusters Score -395043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -395046.125000 Penalty: 2891.435547
	Iteration 56Q: 3 clusters Score -395046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -395049.562500 Penalty: 2891.435547
	Iteration 57Q: 3 clusters Score -395049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -395051.187500 Penalty: 2891.435547
	Iteration 58Q: 3 clusters Score -395051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -395052.156250 Penalty: 2891.435547
	Iteration 59Q: 3 clusters Score -395052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -395052.406250 Penalty: 2891.435547
	Iteration 60F: 3 clusters Score -395052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -161299.671875 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -161299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -158803.187500 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -158803.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -159315.328125 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -159315.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -159409.515625 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -159409.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -159465.046875 Penalty: 2561.384277
	Iteration 3Q: 3 clusters Score -159465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -159501.796875 Penalty: 2561.384277
	Iteration 4Q: 3 clusters Score -159501.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -159531.718750 Penalty: 2561.384277
	Iteration 5Q: 3 clusters Score -159531.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -159557.750000 Penalty: 2561.384277
	Iteration 6Q: 3 clusters Score -159557.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -159580.625000 Penalty: 2561.384277
	Iteration 7Q: 3 clusters Score -159580.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -159594.468750 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -159594.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -159609.140625 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -159609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -159619.203125 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -159619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -159630.437500 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -159630.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -159640.421875 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -159640.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -159649.140625 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -159649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -159655.234375 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -159655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -159660.484375 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -159660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -159667.531250 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -159667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -159676.921875 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -159676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -159683.062500 Penalty: 2561.384277
	Iteration 18Q: 3 clusters Score -159683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -159690.546875 Penalty: 2561.384277
	Iteration 19Q: 3 clusters Score -159690.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -159700.171875 Penalty: 2561.384277
	Iteration 20F: 3 clusters Score -159700.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -159707.234375 Penalty: 2561.384277
	Iteration 21Q: 3 clusters Score -159707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -159718.796875 Penalty: 2561.384277
	Iteration 22Q: 3 clusters Score -159718.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -159734.781250 Penalty: 2561.384277
	Iteration 23Q: 3 clusters Score -159734.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -159760.093750 Penalty: 2561.384277
	Iteration 24Q: 3 clusters Score -159760.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -159790.250000 Penalty: 2561.384277
	Iteration 25Q: 3 clusters Score -159790.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -159814.281250 Penalty: 2561.384277
	Iteration 26Q: 3 clusters Score -159814.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -159830.703125 Penalty: 2561.384277
	Iteration 27Q: 3 clusters Score -159830.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -159841.500000 Penalty: 2561.384277
	Iteration 28Q: 3 clusters Score -159841.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -159851.484375 Penalty: 2561.384277
	Iteration 29Q: 3 clusters Score -159851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -159859.359375 Penalty: 2561.384277
	Iteration 30Q: 3 clusters Score -159859.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -159866.906250 Penalty: 2561.384277
	Iteration 31Q: 3 clusters Score -159866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -159874.546875 Penalty: 2561.384277
	Iteration 32Q: 3 clusters Score -159874.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -159884.406250 Penalty: 2561.384277
	Iteration 33Q: 3 clusters Score -159884.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -159895.062500 Penalty: 2561.384277
	Iteration 34Q: 3 clusters Score -159895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -159904.593750 Penalty: 2561.384277
	Iteration 35Q: 3 clusters Score -159904.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -159912.000000 Penalty: 2561.384277
	Iteration 36Q: 3 clusters Score -159912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -159921.937500 Penalty: 2561.384277
	Iteration 37Q: 3 clusters Score -159921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159928.718750 Penalty: 2561.384277
	Iteration 38Q: 3 clusters Score -159928.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159936.984375 Penalty: 2561.384277
	Iteration 39Q: 3 clusters Score -159937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -159943.781250 Penalty: 2561.384277
	Iteration 40F: 3 clusters Score -159943.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -159951.875000 Penalty: 2561.384277
	Iteration 41Q: 3 clusters Score -159951.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -159957.375000 Penalty: 2561.384277
	Iteration 42Q: 3 clusters Score -159957.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -159962.703125 Penalty: 2561.384277
	Iteration 43Q: 3 clusters Score -159962.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -159972.093750 Penalty: 2561.384277
	Iteration 44Q: 3 clusters Score -159972.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -159980.875000 Penalty: 2561.384277
	Iteration 45Q: 3 clusters Score -159980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -159991.234375 Penalty: 2561.384277
	Iteration 46Q: 3 clusters Score -159991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -159998.843750 Penalty: 2561.384277
	Iteration 47Q: 3 clusters Score -159998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160004.156250 Penalty: 2561.384277
	Iteration 48Q: 3 clusters Score -160004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -160008.734375 Penalty: 2561.384277
	Iteration 49Q: 3 clusters Score -160008.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -160012.765625 Penalty: 2561.384277
	Iteration 50Q: 3 clusters Score -160012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -160016.125000 Penalty: 2561.384277
	Iteration 51Q: 3 clusters Score -160016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -160019.625000 Penalty: 2561.384277
	Iteration 52Q: 3 clusters Score -160019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -160021.781250 Penalty: 2561.384277
	Iteration 53Q: 3 clusters Score -160021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -160023.890625 Penalty: 2561.384277
	Iteration 54Q: 3 clusters Score -160023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -160026.015625 Penalty: 2561.384277
	Iteration 55Q: 3 clusters Score -160026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -160027.437500 Penalty: 2561.384277
	Iteration 56Q: 3 clusters Score -160027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -160029.234375 Penalty: 2561.384277
	Iteration 57Q: 3 clusters Score -160029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -160030.281250 Penalty: 2561.384277
	Iteration 58Q: 3 clusters Score -160030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -160030.281250 Penalty: 2561.384277
	Iteration 59F: 3 clusters Score -160030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -145583.343750 Penalty: 1303.667358
	Iteration 0F: 2 clusters Score -145583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -142870.140625 Penalty: 2607.334717
	Iteration 0F: 3 clusters Score -142870.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -143587.781250 Penalty: 2607.334717
	Iteration 1F: 3 clusters Score -143587.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -143760.484375 Penalty: 2607.334717
	Iteration 2F: 3 clusters Score -143760.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -143863.453125 Penalty: 2607.334717
	Iteration 3F: 3 clusters Score -143863.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -143948.359375 Penalty: 2607.334717
	Iteration 4Q: 3 clusters Score -143948.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -144029.734375 Penalty: 2607.334717
	Iteration 5Q: 3 clusters Score -144029.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -144109.609375 Penalty: 2607.334717
	Iteration 6Q: 3 clusters Score -144109.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -144179.281250 Penalty: 2607.334717
	Iteration 7Q: 3 clusters Score -144179.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -144244.921875 Penalty: 2607.334717
	Iteration 8Q: 3 clusters Score -144244.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -144303.500000 Penalty: 2607.334717
	Iteration 9Q: 3 clusters Score -144303.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -144363.125000 Penalty: 2607.334717
	Iteration 10Q: 3 clusters Score -144363.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -144434.578125 Penalty: 2607.334717
	Iteration 11Q: 3 clusters Score -144434.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -144491.203125 Penalty: 2607.334717
	Iteration 12Q: 3 clusters Score -144491.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -144540.312500 Penalty: 2607.334717
	Iteration 13Q: 3 clusters Score -144540.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -144573.906250 Penalty: 2607.334717
	Iteration 14Q: 3 clusters Score -144573.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -144607.953125 Penalty: 2607.334717
	Iteration 15Q: 3 clusters Score -144608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -144641.781250 Penalty: 2607.334717
	Iteration 16Q: 3 clusters Score -144641.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -144670.640625 Penalty: 2607.334717
	Iteration 17Q: 3 clusters Score -144670.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -144687.593750 Penalty: 2607.334717
	Iteration 18Q: 3 clusters Score -144687.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -144702.375000 Penalty: 2607.334717
	Iteration 19Q: 3 clusters Score -144702.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -144717.968750 Penalty: 2607.334717
	Iteration 20F: 3 clusters Score -144718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -144724.484375 Penalty: 2607.334717
	Iteration 21Q: 3 clusters Score -144724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -144729.859375 Penalty: 2607.334717
	Iteration 22Q: 3 clusters Score -144729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -144733.078125 Penalty: 2607.334717
	Iteration 23Q: 3 clusters Score -144733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -144736.062500 Penalty: 2607.334717
	Iteration 24Q: 3 clusters Score -144736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -144738.250000 Penalty: 2607.334717
	Iteration 25Q: 3 clusters Score -144738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -144740.265625 Penalty: 2607.334717
	Iteration 26Q: 3 clusters Score -144740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -144742.171875 Penalty: 2607.334717
	Iteration 27Q: 3 clusters Score -144742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -144744.343750 Penalty: 2607.334717
	Iteration 28Q: 3 clusters Score -144744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -144746.000000 Penalty: 2607.334717
	Iteration 29Q: 3 clusters Score -144746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -144747.828125 Penalty: 2607.334717
	Iteration 30Q: 3 clusters Score -144747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -144748.578125 Penalty: 2607.334717
	Iteration 31Q: 3 clusters Score -144748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -144748.578125 Penalty: 2607.334717
	Iteration 32F: 3 clusters Score -144748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -358304.375000 Penalty: 1415.261230
	Iteration 0F: 2 clusters Score -358304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -353684.968750 Penalty: 2830.522461
	Iteration 0F: 3 clusters Score -353685 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -355009.093750 Penalty: 2830.522461
	Iteration 1F: 3 clusters Score -355009.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -355217.187500 Penalty: 2830.522461
	Iteration 2F: 3 clusters Score -355217.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -355371.500000 Penalty: 2830.522461
	Iteration 3F: 3 clusters Score -355371.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -355477.906250 Penalty: 2830.522461
	Iteration 4Q: 3 clusters Score -355477.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -355579.500000 Penalty: 2830.522461
	Iteration 5Q: 3 clusters Score -355579.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -355689.500000 Penalty: 2830.522461
	Iteration 6Q: 3 clusters Score -355689.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -355816.906250 Penalty: 2830.522461
	Iteration 7Q: 3 clusters Score -355816.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -355967.468750 Penalty: 2830.522461
	Iteration 8Q: 3 clusters Score -355967.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -356122.000000 Penalty: 2830.522461
	Iteration 9Q: 3 clusters Score -356122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -356254.312500 Penalty: 2830.522461
	Iteration 10Q: 3 clusters Score -356254.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -356387.156250 Penalty: 2830.522461
	Iteration 11Q: 3 clusters Score -356387.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -356521.718750 Penalty: 2830.522461
	Iteration 12Q: 3 clusters Score -356521.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -356627.250000 Penalty: 2830.522461
	Iteration 13Q: 3 clusters Score -356627.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -356731.593750 Penalty: 2830.522461
	Iteration 14Q: 3 clusters Score -356731.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -356805.937500 Penalty: 2830.522461
	Iteration 15Q: 3 clusters Score -356805.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -356866.156250 Penalty: 2830.522461
	Iteration 16Q: 3 clusters Score -356866.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -356945.281250 Penalty: 2830.522461
	Iteration 17Q: 3 clusters Score -356945.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -357039.937500 Penalty: 2830.522461
	Iteration 18Q: 3 clusters Score -357039.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -357128.281250 Penalty: 2830.522461
	Iteration 19Q: 3 clusters Score -357128.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -357223.000000 Penalty: 2830.522461
	Iteration 20F: 3 clusters Score -357223 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -357280.406250 Penalty: 2830.522461
	Iteration 21Q: 3 clusters Score -357280.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -357311.750000 Penalty: 2830.522461
	Iteration 22Q: 3 clusters Score -357311.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -357332.468750 Penalty: 2830.522461
	Iteration 23Q: 3 clusters Score -357332.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -357350.125000 Penalty: 2830.522461
	Iteration 24Q: 3 clusters Score -357350.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -357362.437500 Penalty: 2830.522461
	Iteration 25Q: 3 clusters Score -357362.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -357368.375000 Penalty: 2830.522461
	Iteration 26Q: 3 clusters Score -357368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -357372.406250 Penalty: 2830.522461
	Iteration 27Q: 3 clusters Score -357372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -357373.281250 Penalty: 2830.522461
	Iteration 28Q: 3 clusters Score -357373.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -357375.781250 Penalty: 2830.522461
	Iteration 29Q: 3 clusters Score -357375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -357377.468750 Penalty: 2830.522461
	Iteration 30Q: 3 clusters Score -357377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -357379.000000 Penalty: 2830.522461
	Iteration 31Q: 3 clusters Score -357379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -357378.281250 Penalty: 2830.522461
	Iteration 32Q: 3 clusters Score -357378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -357380.812500 Penalty: 2830.522461
	Iteration 33Q: 3 clusters Score -357380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -357380.218750 Penalty: 2830.522461
	Iteration 34Q: 3 clusters Score -357380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -357380.093750 Penalty: 2830.522461
	Iteration 35Q: 3 clusters Score -357380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -357380.406250 Penalty: 2830.522461
	Iteration 36Q: 3 clusters Score -357380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -357380.406250 Penalty: 2830.522461
	Iteration 37F: 3 clusters Score -357380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -99162.257812 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -99162.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97143.835938 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -97143.84 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -97630.429688 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -97630.43 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -97768.093750 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -97768.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -97847.140625 Penalty: 2467.354980
	Iteration 3Q: 3 clusters Score -97847.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -97909.812500 Penalty: 2467.354980
	Iteration 4Q: 3 clusters Score -97909.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -97982.570312 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -97982.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -98036.960938 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -98036.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -98075.164062 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -98075.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -98108.429688 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -98108.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -98134.656250 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -98134.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -98157.093750 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -98157.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -98179.695312 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -98179.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -98208.609375 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -98208.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -98233.507812 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -98233.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -98256.375000 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -98256.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -98274.976562 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -98274.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -98288.343750 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -98288.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -98302.625000 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -98302.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -98316.570312 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -98316.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -98323.710938 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -98323.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -98330.132812 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -98330.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -98339.687500 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -98339.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -98351.781250 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -98351.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -98367.132812 Penalty: 2467.354980
	Iteration 23Q: 3 clusters Score -98367.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -98378.187500 Penalty: 2467.354980
	Iteration 24Q: 3 clusters Score -98378.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -98387.414062 Penalty: 2467.354980
	Iteration 25Q: 3 clusters Score -98387.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -98393.914062 Penalty: 2467.354980
	Iteration 26Q: 3 clusters Score -98393.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -98404.523438 Penalty: 2467.354980
	Iteration 27Q: 3 clusters Score -98404.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -98411.523438 Penalty: 2467.354980
	Iteration 28Q: 3 clusters Score -98411.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -98417.117188 Penalty: 2467.354980
	Iteration 29Q: 3 clusters Score -98417.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -98421.406250 Penalty: 2467.354980
	Iteration 30Q: 3 clusters Score -98421.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -98430.460938 Penalty: 2467.354980
	Iteration 31Q: 3 clusters Score -98430.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -98435.695312 Penalty: 2467.354980
	Iteration 32Q: 3 clusters Score -98435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -98437.851562 Penalty: 2467.354980
	Iteration 33Q: 3 clusters Score -98437.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -98440.500000 Penalty: 2467.354980
	Iteration 34Q: 3 clusters Score -98440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -98443.046875 Penalty: 2467.354980
	Iteration 35Q: 3 clusters Score -98443.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -98444.414062 Penalty: 2467.354980
	Iteration 36Q: 3 clusters Score -98444.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -98444.414062 Penalty: 2467.354980
	Iteration 37F: 3 clusters Score -98444.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Entering Unmasked Estep 
Score: -3951994.500000 Penalty: 1808.335571
	Iteration 0F: 2 clusters Score -3951994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -3906404.500000 Penalty: 3616.671143
	Iteration 0F: 3 clusters Score -3906404 nChanged 32339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3924744.750000 Penalty: 3616.671143
	Iteration 1F: 3 clusters Score -3924745 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -3925326.750000 Penalty: 3616.671143
	Iteration 2Q: 3 clusters Score -3925327 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3926001.500000 Penalty: 3616.671143
	Iteration 3Q: 3 clusters Score -3926002 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3926804.000000 Penalty: 3616.671143
	Iteration 4Q: 3 clusters Score -3926804 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -3927808.750000 Penalty: 3616.671143
	Iteration 5Q: 3 clusters Score -3927809 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -3929097.000000 Penalty: 3616.671143
	Iteration 6Q: 3 clusters Score -3929097 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -3930725.000000 Penalty: 3616.671143
	Iteration 7Q: 3 clusters Score -3930725 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -3932769.750000 Penalty: 3616.671143
	Iteration 8F: 3 clusters Score -3932770 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -3935244.500000 Penalty: 3616.671143
	Iteration 9F: 3 clusters Score -3935244 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -3937820.000000 Penalty: 3616.671143
	Iteration 10F: 3 clusters Score -3937820 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -3940090.500000 Penalty: 3616.671143
	Iteration 11Q: 3 clusters Score -3940090 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -3941933.250000 Penalty: 3616.671143
	Iteration 12Q: 3 clusters Score -3941933 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -3943261.500000 Penalty: 3616.671143
	Iteration 13Q: 3 clusters Score -3943262 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -3944301.500000 Penalty: 3616.671143
	Iteration 14Q: 3 clusters Score -3944302 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -3945194.000000 Penalty: 3616.671143
	Iteration 15Q: 3 clusters Score -3945194 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -3945972.250000 Penalty: 3616.671143
	Iteration 16Q: 3 clusters Score -3945972 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -3946683.000000 Penalty: 3616.671143
	Iteration 17Q: 3 clusters Score -3946683 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -3947374.500000 Penalty: 3616.671143
	Iteration 18Q: 3 clusters Score -3947374 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -3947989.500000 Penalty: 3616.671143
	Iteration 19Q: 3 clusters Score -3947990 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -3948538.500000 Penalty: 3616.671143
	Iteration 20F: 3 clusters Score -3948538 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -3949001.500000 Penalty: 3616.671143
	Iteration 21Q: 3 clusters Score -3949002 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -3949416.250000 Penalty: 3616.671143
	Iteration 22Q: 3 clusters Score -3949416 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -3949776.500000 Penalty: 3616.671143
	Iteration 23Q: 3 clusters Score -3949776 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -3950031.750000 Penalty: 3616.671143
	Iteration 24Q: 3 clusters Score -3950032 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -3950211.750000 Penalty: 3616.671143
	Iteration 25Q: 3 clusters Score -3950212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -3950330.000000 Penalty: 3616.671143
	Iteration 26Q: 3 clusters Score -3950330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -3950439.500000 Penalty: 3616.671143
	Iteration 27Q: 3 clusters Score -3950440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -3950513.000000 Penalty: 3616.671143
	Iteration 28Q: 3 clusters Score -3950513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -3950575.000000 Penalty: 3616.671143
	Iteration 29Q: 3 clusters Score -3950575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -3950613.500000 Penalty: 3616.671143
	Iteration 30Q: 3 clusters Score -3950614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -3950642.250000 Penalty: 3616.671143
	Iteration 31Q: 3 clusters Score -3950642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -3950656.500000 Penalty: 3616.671143
	Iteration 32Q: 3 clusters Score -3950656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -3950679.750000 Penalty: 3616.671143
	Iteration 33Q: 3 clusters Score -3950680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -3950693.750000 Penalty: 3616.671143
	Iteration 34Q: 3 clusters Score -3950694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -3950711.000000 Penalty: 3616.671143
	Iteration 35Q: 3 clusters Score -3950711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -3950732.000000 Penalty: 3616.671143
	Iteration 36Q: 3 clusters Score -3950732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -3950736.750000 Penalty: 3616.671143
	Iteration 37Q: 3 clusters Score -3950737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -3950744.000000 Penalty: 3616.671143
	Iteration 38Q: 3 clusters Score -3950744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -3950751.000000 Penalty: 3616.671143
	Iteration 39Q: 3 clusters Score -3950751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -3950748.000000 Penalty: 3616.671143
	Iteration 40F: 3 clusters Score -3950748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -3950752.750000 Penalty: 3616.671143
	Iteration 41Q: 3 clusters Score -3950753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -3950756.750000 Penalty: 3616.671143
	Iteration 42Q: 3 clusters Score -3950757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -3950760.250000 Penalty: 3616.671143
	Iteration 43Q: 3 clusters Score -3950760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -3950760.500000 Penalty: 3616.671143
	Iteration 44Q: 3 clusters Score -3950760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -3950761.000000 Penalty: 3616.671143
	Iteration 45Q: 3 clusters Score -3950761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -3950764.500000 Penalty: 3616.671143
	Iteration 46Q: 3 clusters Score -3950764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -3950764.000000 Penalty: 3616.671143
	Iteration 47Q: 3 clusters Score -3950764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -3950765.750000 Penalty: 3616.671143
	Iteration 48Q: 3 clusters Score -3950766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -3950765.750000 Penalty: 3616.671143
	Iteration 49F: 3 clusters Score -3950766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Entering Unmasked Estep 
Score: -1460559.250000 Penalty: 1641.649902
	Iteration 0F: 2 clusters Score -1460559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1443989.625000 Penalty: 3283.299805
	Iteration 0F: 3 clusters Score -1443990 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1450294.125000 Penalty: 3283.299805
	Iteration 1F: 3 clusters Score -1450294 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1450700.375000 Penalty: 3283.299805
	Iteration 2Q: 3 clusters Score -1450700 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1451100.625000 Penalty: 3283.299805
	Iteration 3Q: 3 clusters Score -1451101 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1451552.875000 Penalty: 3283.299805
	Iteration 4Q: 3 clusters Score -1451553 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1452102.500000 Penalty: 3283.299805
	Iteration 5Q: 3 clusters Score -1452102 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1452779.000000 Penalty: 3283.299805
	Iteration 6F: 3 clusters Score -1452779 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1453520.500000 Penalty: 3283.299805
	Iteration 7F: 3 clusters Score -1453520 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1454349.875000 Penalty: 3283.299805
	Iteration 8F: 3 clusters Score -1454350 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1455122.875000 Penalty: 3283.299805
	Iteration 9F: 3 clusters Score -1455123 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1455852.375000 Penalty: 3283.299805
	Iteration 10Q: 3 clusters Score -1455852 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -1456534.125000 Penalty: 3283.299805
	Iteration 11Q: 3 clusters Score -1456534 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -1457198.125000 Penalty: 3283.299805
	Iteration 12Q: 3 clusters Score -1457198 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1457699.375000 Penalty: 3283.299805
	Iteration 13Q: 3 clusters Score -1457699 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -1458105.250000 Penalty: 3283.299805
	Iteration 14Q: 3 clusters Score -1458105 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1458375.500000 Penalty: 3283.299805
	Iteration 15Q: 3 clusters Score -1458376 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1458600.500000 Penalty: 3283.299805
	Iteration 16Q: 3 clusters Score -1458600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1458778.500000 Penalty: 3283.299805
	Iteration 17Q: 3 clusters Score -1458778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -1458914.500000 Penalty: 3283.299805
	Iteration 18Q: 3 clusters Score -1458914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -1459025.125000 Penalty: 3283.299805
	Iteration 19Q: 3 clusters Score -1459025 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -1459105.125000 Penalty: 3283.299805
	Iteration 20F: 3 clusters Score -1459105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -1459172.000000 Penalty: 3283.299805
	Iteration 21Q: 3 clusters Score -1459172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1459232.500000 Penalty: 3283.299805
	Iteration 22Q: 3 clusters Score -1459232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1459293.375000 Penalty: 3283.299805
	Iteration 23Q: 3 clusters Score -1459293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -1459324.000000 Penalty: 3283.299805
	Iteration 24Q: 3 clusters Score -1459324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1459343.875000 Penalty: 3283.299805
	Iteration 25Q: 3 clusters Score -1459344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -1459375.000000 Penalty: 3283.299805
	Iteration 26Q: 3 clusters Score -1459375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -1459396.000000 Penalty: 3283.299805
	Iteration 27Q: 3 clusters Score -1459396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -1459406.375000 Penalty: 3283.299805
	Iteration 28Q: 3 clusters Score -1459406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -1459411.750000 Penalty: 3283.299805
	Iteration 29Q: 3 clusters Score -1459412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -1459411.625000 Penalty: 3283.299805
	Iteration 30Q: 3 clusters Score -1459412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -1459417.125000 Penalty: 3283.299805
	Iteration 31Q: 3 clusters Score -1459417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -1459419.875000 Penalty: 3283.299805
	Iteration 32Q: 3 clusters Score -1459420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -1459417.750000 Penalty: 3283.299805
	Iteration 33Q: 3 clusters Score -1459418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1459420.500000 Penalty: 3283.299805
	Iteration 34Q: 3 clusters Score -1459420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -1459420.000000 Penalty: 3283.299805
	Iteration 35Q: 3 clusters Score -1459420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1459418.500000 Penalty: 3283.299805
	Iteration 36Q: 3 clusters Score -1459418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1459418.500000 Penalty: 3283.299805
	Iteration 37F: 3 clusters Score -1459418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -462703.406250 Penalty: 1468.965698
	Iteration 0F: 2 clusters Score -462703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -456499.718750 Penalty: 2937.931396
	Iteration 0F: 3 clusters Score -456499.7 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -458448.062500 Penalty: 2937.931396
	Iteration 1F: 3 clusters Score -458448.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -458702.781250 Penalty: 2937.931396
	Iteration 2F: 3 clusters Score -458702.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -458910.937500 Penalty: 2937.931396
	Iteration 3F: 3 clusters Score -458910.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -459077.812500 Penalty: 2937.931396
	Iteration 4Q: 3 clusters Score -459077.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -459234.031250 Penalty: 2937.931396
	Iteration 5Q: 3 clusters Score -459234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -459400.968750 Penalty: 2937.931396
	Iteration 6Q: 3 clusters Score -459401 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -459603.968750 Penalty: 2937.931396
	Iteration 7Q: 3 clusters Score -459604 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -459824.937500 Penalty: 2937.931396
	Iteration 8Q: 3 clusters Score -459824.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -460036.812500 Penalty: 2937.931396
	Iteration 9Q: 3 clusters Score -460036.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -460295.437500 Penalty: 2937.931396
	Iteration 10Q: 3 clusters Score -460295.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -460549.281250 Penalty: 2937.931396
	Iteration 11Q: 3 clusters Score -460549.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -460779.312500 Penalty: 2937.931396
	Iteration 12Q: 3 clusters Score -460779.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -460967.968750 Penalty: 2937.931396
	Iteration 13Q: 3 clusters Score -460968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -461114.656250 Penalty: 2937.931396
	Iteration 14Q: 3 clusters Score -461114.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -461212.687500 Penalty: 2937.931396
	Iteration 15Q: 3 clusters Score -461212.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -461293.093750 Penalty: 2937.931396
	Iteration 16Q: 3 clusters Score -461293.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -461353.937500 Penalty: 2937.931396
	Iteration 17Q: 3 clusters Score -461353.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -461394.718750 Penalty: 2937.931396
	Iteration 18Q: 3 clusters Score -461394.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -461416.593750 Penalty: 2937.931396
	Iteration 19Q: 3 clusters Score -461416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -461423.906250 Penalty: 2937.931396
	Iteration 20F: 3 clusters Score -461423.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -461432.125000 Penalty: 2937.931396
	Iteration 21Q: 3 clusters Score -461432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -461442.187500 Penalty: 2937.931396
	Iteration 22Q: 3 clusters Score -461442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -461449.031250 Penalty: 2937.931396
	Iteration 23Q: 3 clusters Score -461449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -461453.437500 Penalty: 2937.931396
	Iteration 24Q: 3 clusters Score -461453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -461455.875000 Penalty: 2937.931396
	Iteration 25Q: 3 clusters Score -461455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -461459.187500 Penalty: 2937.931396
	Iteration 26Q: 3 clusters Score -461459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -461460.437500 Penalty: 2937.931396
	Iteration 27Q: 3 clusters Score -461460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -461460.437500 Penalty: 2937.931396
	Iteration 28F: 3 clusters Score -461460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Entering Unmasked Estep 
Score: -655462.187500 Penalty: 1517.444092
	Iteration 0F: 2 clusters Score -655462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -647422.375000 Penalty: 3034.888184
	Iteration 0F: 3 clusters Score -647422.4 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -650390.937500 Penalty: 3034.888184
	Iteration 1F: 3 clusters Score -650390.9 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -651003.125000 Penalty: 3034.888184
	Iteration 2F: 3 clusters Score -651003.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -651582.937500 Penalty: 3034.888184
	Iteration 3F: 3 clusters Score -651582.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -652248.500000 Penalty: 3034.888184
	Iteration 4F: 3 clusters Score -652248.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -652998.687500 Penalty: 3034.888184
	Iteration 5F: 3 clusters Score -652998.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -653723.437500 Penalty: 3034.888184
	Iteration 6F: 3 clusters Score -653723.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -654283.062500 Penalty: 3034.888184
	Iteration 7F: 3 clusters Score -654283.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -654682.687500 Penalty: 3034.888184
	Iteration 8Q: 3 clusters Score -654682.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -654972.937500 Penalty: 3034.888184
	Iteration 9Q: 3 clusters Score -654972.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -655207.812500 Penalty: 3034.888184
	Iteration 10Q: 3 clusters Score -655207.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -655438.750000 Penalty: 3034.888184
	Iteration 11Q: 3 clusters Score -655438.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -655614.187500 Penalty: 3034.888184
	Iteration 12Q: 3 clusters Score -655614.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -655705.750000 Penalty: 3034.888184
	Iteration 13Q: 3 clusters Score -655705.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -655748.375000 Penalty: 3034.888184
	Iteration 14Q: 3 clusters Score -655748.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -655785.125000 Penalty: 3034.888184
	Iteration 15Q: 3 clusters Score -655785.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -655811.312500 Penalty: 3034.888184
	Iteration 16Q: 3 clusters Score -655811.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -655833.437500 Penalty: 3034.888184
	Iteration 17Q: 3 clusters Score -655833.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -655842.812500 Penalty: 3034.888184
	Iteration 18Q: 3 clusters Score -655842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -655846.000000 Penalty: 3034.888184
	Iteration 19Q: 3 clusters Score -655846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -655848.562500 Penalty: 3034.888184
	Iteration 20F: 3 clusters Score -655848.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -655852.250000 Penalty: 3034.888184
	Iteration 21Q: 3 clusters Score -655852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -655854.687500 Penalty: 3034.888184
	Iteration 22Q: 3 clusters Score -655854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -655858.187500 Penalty: 3034.888184
	Iteration 23Q: 3 clusters Score -655858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -655859.000000 Penalty: 3034.888184
	Iteration 24Q: 3 clusters Score -655859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -655858.187500 Penalty: 3034.888184
	Iteration 25Q: 3 clusters Score -655858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -655858.375000 Penalty: 3034.888184
	Iteration 26Q: 3 clusters Score -655858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -655860.187500 Penalty: 3034.888184
	Iteration 27Q: 3 clusters Score -655860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -655861.437500 Penalty: 3034.888184
	Iteration 28Q: 3 clusters Score -655861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -655862.250000 Penalty: 3034.888184
	Iteration 29Q: 3 clusters Score -655862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -655861.125000 Penalty: 3034.888184
	Iteration 30Q: 3 clusters Score -655861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -655860.437500 Penalty: 3034.888184
	Iteration 31Q: 3 clusters Score -655860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -655861.000000 Penalty: 3034.888184
	Iteration 32Q: 3 clusters Score -655861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -655863.875000 Penalty: 3034.888184
	Iteration 33Q: 3 clusters Score -655863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -655861.312500 Penalty: 3034.888184
	Iteration 34Q: 3 clusters Score -655861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -655862.250000 Penalty: 3034.888184
	Iteration 35Q: 3 clusters Score -655862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -655861.375000 Penalty: 3034.888184
	Iteration 36Q: 3 clusters Score -655861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -655861.375000 Penalty: 3034.888184
	Iteration 37F: 3 clusters Score -655861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 9 contains 7173 members 
Mstep: Class 10 contains 24403 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 17003 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 2526 members 
Entering Unmasked Estep 
Score: -10559006.000000 Penalty: 35575.000000
Splitting cluster 12 changes total score from -10559090.000000 to -10559006.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Entering Unmasked Estep 
Score: -962444.750000 Penalty: 1582.936035
	Iteration 0F: 2 clusters Score -962444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -950921.625000 Penalty: 3165.872070
	Iteration 0F: 3 clusters Score -950921.6 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -955421.312500 Penalty: 3165.872070
	Iteration 1F: 3 clusters Score -955421.3 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -956222.187500 Penalty: 3165.872070
	Iteration 2F: 3 clusters Score -956222.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -957082.750000 Penalty: 3165.872070
	Iteration 3F: 3 clusters Score -957082.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -957942.562500 Penalty: 3165.872070
	Iteration 4F: 3 clusters Score -957942.6 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -958697.437500 Penalty: 3165.872070
	Iteration 5F: 3 clusters Score -958697.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -959325.375000 Penalty: 3165.872070
	Iteration 6F: 3 clusters Score -959325.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -959812.312500 Penalty: 3165.872070
	Iteration 7Q: 3 clusters Score -959812.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -960143.500000 Penalty: 3165.872070
	Iteration 8Q: 3 clusters Score -960143.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -960405.187500 Penalty: 3165.872070
	Iteration 9Q: 3 clusters Score -960405.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -960600.687500 Penalty: 3165.872070
	Iteration 10Q: 3 clusters Score -960600.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -960747.812500 Penalty: 3165.872070
	Iteration 11Q: 3 clusters Score -960747.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -960846.250000 Penalty: 3165.872070
	Iteration 12Q: 3 clusters Score -960846.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -960903.750000 Penalty: 3165.872070
	Iteration 13Q: 3 clusters Score -960903.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -960952.437500 Penalty: 3165.872070
	Iteration 14Q: 3 clusters Score -960952.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -960984.187500 Penalty: 3165.872070
	Iteration 15Q: 3 clusters Score -960984.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -961027.500000 Penalty: 3165.872070
	Iteration 16Q: 3 clusters Score -961027.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -961058.625000 Penalty: 3165.872070
	Iteration 17Q: 3 clusters Score -961058.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -961100.437500 Penalty: 3165.872070
	Iteration 18Q: 3 clusters Score -961100.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -961139.312500 Penalty: 3165.872070
	Iteration 19Q: 3 clusters Score -961139.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -961185.375000 Penalty: 3165.872070
	Iteration 20F: 3 clusters Score -961185.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -961219.062500 Penalty: 3165.872070
	Iteration 21Q: 3 clusters Score -961219.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -961246.062500 Penalty: 3165.872070
	Iteration 22Q: 3 clusters Score -961246.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -961270.250000 Penalty: 3165.872070
	Iteration 23Q: 3 clusters Score -961270.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -961290.437500 Penalty: 3165.872070
	Iteration 24Q: 3 clusters Score -961290.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -961303.875000 Penalty: 3165.872070
	Iteration 25Q: 3 clusters Score -961303.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -961307.687500 Penalty: 3165.872070
	Iteration 26Q: 3 clusters Score -961307.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -961312.812500 Penalty: 3165.872070
	Iteration 27Q: 3 clusters Score -961312.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -961314.250000 Penalty: 3165.872070
	Iteration 28Q: 3 clusters Score -961314.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -961318.375000 Penalty: 3165.872070
	Iteration 29Q: 3 clusters Score -961318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -961317.812500 Penalty: 3165.872070
	Iteration 30Q: 3 clusters Score -961317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -961319.687500 Penalty: 3165.872070
	Iteration 31Q: 3 clusters Score -961319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -961318.750000 Penalty: 3165.872070
	Iteration 32Q: 3 clusters Score -961318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -961321.000000 Penalty: 3165.872070
	Iteration 33Q: 3 clusters Score -961321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -961321.875000 Penalty: 3165.872070
	Iteration 34Q: 3 clusters Score -961321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -961325.000000 Penalty: 3165.872070
	Iteration 35Q: 3 clusters Score -961325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -961325.750000 Penalty: 3165.872070
	Iteration 36Q: 3 clusters Score -961325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -961327.437500 Penalty: 3165.872070
	Iteration 37Q: 3 clusters Score -961327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -961327.937500 Penalty: 3165.872070
	Iteration 38Q: 3 clusters Score -961327.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -961332.062500 Penalty: 3165.872070
	Iteration 39Q: 3 clusters Score -961332.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -961329.875000 Penalty: 3165.872070
	Iteration 40F: 3 clusters Score -961329.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -961330.937500 Penalty: 3165.872070
	Iteration 41Q: 3 clusters Score -961330.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -961334.937500 Penalty: 3165.872070
	Iteration 42Q: 3 clusters Score -961334.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -961333.750000 Penalty: 3165.872070
	Iteration 43Q: 3 clusters Score -961333.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -961334.562500 Penalty: 3165.872070
	Iteration 44Q: 3 clusters Score -961334.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -961336.187500 Penalty: 3165.872070
	Iteration 45Q: 3 clusters Score -961336.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -961338.687500 Penalty: 3165.872070
	Iteration 46Q: 3 clusters Score -961338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -961343.250000 Penalty: 3165.872070
	Iteration 47Q: 3 clusters Score -961343.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -961342.062500 Penalty: 3165.872070
	Iteration 48Q: 3 clusters Score -961342.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -961341.687500 Penalty: 3165.872070
	Iteration 49Q: 3 clusters Score -961341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -961340.875000 Penalty: 3165.872070
	Iteration 50Q: 3 clusters Score -961340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -961345.250000 Penalty: 3165.872070
	Iteration 51Q: 3 clusters Score -961345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -961345.125000 Penalty: 3165.872070
	Iteration 52Q: 3 clusters Score -961345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -961345.375000 Penalty: 3165.872070
	Iteration 53Q: 3 clusters Score -961345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -961345.250000 Penalty: 3165.872070
	Iteration 54Q: 3 clusters Score -961345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -961346.062500 Penalty: 3165.872070
	Iteration 55Q: 3 clusters Score -961346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -961346.187500 Penalty: 3165.872070
	Iteration 56Q: 3 clusters Score -961346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -961345.937500 Penalty: 3165.872070
	Iteration 57Q: 3 clusters Score -961345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -961344.875000 Penalty: 3165.872070
	Iteration 58Q: 3 clusters Score -961344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -961344.812500 Penalty: 3165.872070
	Iteration 59Q: 3 clusters Score -961344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -961345.250000 Penalty: 3165.872070
	Iteration 60F: 3 clusters Score -961345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -961348.875000 Penalty: 3165.872070
	Iteration 61Q: 3 clusters Score -961348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -961347.687500 Penalty: 3165.872070
	Iteration 62Q: 3 clusters Score -961347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -961349.062500 Penalty: 3165.872070
	Iteration 63Q: 3 clusters Score -961349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -961348.875000 Penalty: 3165.872070
	Iteration 64Q: 3 clusters Score -961348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -961348.187500 Penalty: 3165.872070
	Iteration 65Q: 3 clusters Score -961348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -961348.625000 Penalty: 3165.872070
	Iteration 66Q: 3 clusters Score -961348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -961348.187500 Penalty: 3165.872070
	Iteration 67Q: 3 clusters Score -961348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -961346.937500 Penalty: 3165.872070
	Iteration 68Q: 3 clusters Score -961346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -961349.375000 Penalty: 3165.872070
	Iteration 69Q: 3 clusters Score -961349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -961348.687500 Penalty: 3165.872070
	Iteration 70Q: 3 clusters Score -961348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -961348.687500 Penalty: 3165.872070
	Iteration 71F: 3 clusters Score -961348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Entering Unmasked Estep 
Score: -615043.375000 Penalty: 1500.803833
	Iteration 0F: 2 clusters Score -615043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -607637.062500 Penalty: 3001.607666
	Iteration 0F: 3 clusters Score -607637.1 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -609923.875000 Penalty: 3001.607666
	Iteration 1F: 3 clusters Score -609923.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -610159.937500 Penalty: 3001.607666
	Iteration 2F: 3 clusters Score -610159.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -610358.687500 Penalty: 3001.607666
	Iteration 3F: 3 clusters Score -610358.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -610526.812500 Penalty: 3001.607666
	Iteration 4Q: 3 clusters Score -610526.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -610671.625000 Penalty: 3001.607666
	Iteration 5Q: 3 clusters Score -610671.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -610787.500000 Penalty: 3001.607666
	Iteration 6Q: 3 clusters Score -610787.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -610897.687500 Penalty: 3001.607666
	Iteration 7Q: 3 clusters Score -610897.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -611004.812500 Penalty: 3001.607666
	Iteration 8Q: 3 clusters Score -611004.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -611130.500000 Penalty: 3001.607666
	Iteration 9Q: 3 clusters Score -611130.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -611283.937500 Penalty: 3001.607666
	Iteration 10Q: 3 clusters Score -611283.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -611457.187500 Penalty: 3001.607666
	Iteration 11Q: 3 clusters Score -611457.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -611625.687500 Penalty: 3001.607666
	Iteration 12Q: 3 clusters Score -611625.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -611792.250000 Penalty: 3001.607666
	Iteration 13Q: 3 clusters Score -611792.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -611958.500000 Penalty: 3001.607666
	Iteration 14Q: 3 clusters Score -611958.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -612123.750000 Penalty: 3001.607666
	Iteration 15Q: 3 clusters Score -612123.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -612282.812500 Penalty: 3001.607666
	Iteration 16Q: 3 clusters Score -612282.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -612439.500000 Penalty: 3001.607666
	Iteration 17Q: 3 clusters Score -612439.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -612590.062500 Penalty: 3001.607666
	Iteration 18Q: 3 clusters Score -612590.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -612725.812500 Penalty: 3001.607666
	Iteration 19Q: 3 clusters Score -612725.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -612863.000000 Penalty: 3001.607666
	Iteration 20F: 3 clusters Score -612863 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -613011.937500 Penalty: 3001.607666
	Iteration 21Q: 3 clusters Score -613011.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -613146.062500 Penalty: 3001.607666
	Iteration 22Q: 3 clusters Score -613146.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -613268.562500 Penalty: 3001.607666
	Iteration 23Q: 3 clusters Score -613268.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -613364.375000 Penalty: 3001.607666
	Iteration 24Q: 3 clusters Score -613364.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -613433.750000 Penalty: 3001.607666
	Iteration 25Q: 3 clusters Score -613433.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -613493.625000 Penalty: 3001.607666
	Iteration 26Q: 3 clusters Score -613493.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -613553.500000 Penalty: 3001.607666
	Iteration 27Q: 3 clusters Score -613553.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -613602.500000 Penalty: 3001.607666
	Iteration 28Q: 3 clusters Score -613602.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -613633.375000 Penalty: 3001.607666
	Iteration 29Q: 3 clusters Score -613633.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -613646.437500 Penalty: 3001.607666
	Iteration 30Q: 3 clusters Score -613646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -613655.250000 Penalty: 3001.607666
	Iteration 31Q: 3 clusters Score -613655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -613661.125000 Penalty: 3001.607666
	Iteration 32Q: 3 clusters Score -613661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -613667.562500 Penalty: 3001.607666
	Iteration 33Q: 3 clusters Score -613667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -613673.812500 Penalty: 3001.607666
	Iteration 34Q: 3 clusters Score -613673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -613681.437500 Penalty: 3001.607666
	Iteration 35Q: 3 clusters Score -613681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -613688.000000 Penalty: 3001.607666
	Iteration 36Q: 3 clusters Score -613688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -613696.875000 Penalty: 3001.607666
	Iteration 37Q: 3 clusters Score -613696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -613704.250000 Penalty: 3001.607666
	Iteration 38Q: 3 clusters Score -613704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -613704.437500 Penalty: 3001.607666
	Iteration 39Q: 3 clusters Score -613704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -613704.437500 Penalty: 3001.607666
	Iteration 40F: 3 clusters Score -613704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Entering Unmasked Estep 
Score: -553672.250000 Penalty: 1482.546875
	Iteration 0F: 2 clusters Score -553672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -547052.687500 Penalty: 2965.093750
	Iteration 0F: 3 clusters Score -547052.7 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -549181.875000 Penalty: 2965.093750
	Iteration 1F: 3 clusters Score -549181.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -549457.500000 Penalty: 2965.093750
	Iteration 2F: 3 clusters Score -549457.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -549768.062500 Penalty: 2965.093750
	Iteration 3F: 3 clusters Score -549768.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -550206.000000 Penalty: 2965.093750
	Iteration 4F: 3 clusters Score -550206 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -550779.562500 Penalty: 2965.093750
	Iteration 5F: 3 clusters Score -550779.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -551312.187500 Penalty: 2965.093750
	Iteration 6F: 3 clusters Score -551312.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -551794.250000 Penalty: 2965.093750
	Iteration 7F: 3 clusters Score -551794.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -552272.437500 Penalty: 2965.093750
	Iteration 8F: 3 clusters Score -552272.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -552744.500000 Penalty: 2965.093750
	Iteration 9F: 3 clusters Score -552744.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -553112.125000 Penalty: 2965.093750
	Iteration 10Q: 3 clusters Score -553112.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -553334.062500 Penalty: 2965.093750
	Iteration 11Q: 3 clusters Score -553334.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -553507.187500 Penalty: 2965.093750
	Iteration 12Q: 3 clusters Score -553507.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -553627.312500 Penalty: 2965.093750
	Iteration 13Q: 3 clusters Score -553627.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -553707.437500 Penalty: 2965.093750
	Iteration 14Q: 3 clusters Score -553707.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -553753.187500 Penalty: 2965.093750
	Iteration 15Q: 3 clusters Score -553753.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -553782.250000 Penalty: 2965.093750
	Iteration 16Q: 3 clusters Score -553782.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -553803.562500 Penalty: 2965.093750
	Iteration 17Q: 3 clusters Score -553803.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -553821.000000 Penalty: 2965.093750
	Iteration 18Q: 3 clusters Score -553821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -553836.750000 Penalty: 2965.093750
	Iteration 19Q: 3 clusters Score -553836.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -553854.937500 Penalty: 2965.093750
	Iteration 20F: 3 clusters Score -553854.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -553870.750000 Penalty: 2965.093750
	Iteration 21Q: 3 clusters Score -553870.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -553882.125000 Penalty: 2965.093750
	Iteration 22Q: 3 clusters Score -553882.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -553892.312500 Penalty: 2965.093750
	Iteration 23Q: 3 clusters Score -553892.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -553896.875000 Penalty: 2965.093750
	Iteration 24Q: 3 clusters Score -553896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -553902.125000 Penalty: 2965.093750
	Iteration 25Q: 3 clusters Score -553902.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -553906.812500 Penalty: 2965.093750
	Iteration 26Q: 3 clusters Score -553906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -553908.375000 Penalty: 2965.093750
	Iteration 27Q: 3 clusters Score -553908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -553910.125000 Penalty: 2965.093750
	Iteration 28Q: 3 clusters Score -553910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -553913.875000 Penalty: 2965.093750
	Iteration 29Q: 3 clusters Score -553913.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -553916.375000 Penalty: 2965.093750
	Iteration 30Q: 3 clusters Score -553916.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -553917.750000 Penalty: 2965.093750
	Iteration 31Q: 3 clusters Score -553917.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -553921.625000 Penalty: 2965.093750
	Iteration 32Q: 3 clusters Score -553921.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -553927.500000 Penalty: 2965.093750
	Iteration 33Q: 3 clusters Score -553927.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -553934.500000 Penalty: 2965.093750
	Iteration 34Q: 3 clusters Score -553934.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -553942.000000 Penalty: 2965.093750
	Iteration 35Q: 3 clusters Score -553942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -553945.125000 Penalty: 2965.093750
	Iteration 36Q: 3 clusters Score -553945.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -553947.937500 Penalty: 2965.093750
	Iteration 37Q: 3 clusters Score -553947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -553951.250000 Penalty: 2965.093750
	Iteration 38Q: 3 clusters Score -553951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -553953.375000 Penalty: 2965.093750
	Iteration 39Q: 3 clusters Score -553953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -553954.562500 Penalty: 2965.093750
	Iteration 40F: 3 clusters Score -553954.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -553954.187500 Penalty: 2965.093750
	Iteration 41Q: 3 clusters Score -553954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -553954.187500 Penalty: 2965.093750
	Iteration 42Q: 3 clusters Score -553954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -553954.500000 Penalty: 2965.093750
	Iteration 43Q: 3 clusters Score -553954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -553954.625000 Penalty: 2965.093750
	Iteration 44Q: 3 clusters Score -553954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -553954.500000 Penalty: 2965.093750
	Iteration 45Q: 3 clusters Score -553954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -553956.250000 Penalty: 2965.093750
	Iteration 46Q: 3 clusters Score -553956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -553956.062500 Penalty: 2965.093750
	Iteration 47Q: 3 clusters Score -553956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -553955.000000 Penalty: 2965.093750
	Iteration 48Q: 3 clusters Score -553955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -553956.062500 Penalty: 2965.093750
	Iteration 49Q: 3 clusters Score -553956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -553955.937500 Penalty: 2965.093750
	Iteration 50Q: 3 clusters Score -553955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -553956.750000 Penalty: 2965.093750
	Iteration 51Q: 3 clusters Score -553956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -553957.312500 Penalty: 2965.093750
	Iteration 52Q: 3 clusters Score -553957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -553957.625000 Penalty: 2965.093750
	Iteration 53Q: 3 clusters Score -553957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -553958.750000 Penalty: 2965.093750
	Iteration 54Q: 3 clusters Score -553958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -553958.750000 Penalty: 2965.093750
	Iteration 55F: 3 clusters Score -553958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 24403 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 17003 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 2526 members 
Entering Unmasked Estep 
Score: -10558929.000000 Penalty: 35575.000000
Splitting cluster 16 changes total score from -10559090.000000 to -10558929.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -52694.722656 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -52694.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -51276.566406 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -51276.57 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -51593.179688 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -51593.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -51694.722656 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -51694.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -51749.820312 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -51749.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51799.644531 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -51799.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -51860.343750 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -51860.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51921.152344 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -51921.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -51967.117188 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -51967.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -51987.316406 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -51987.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52006.238281 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -52006.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -52021.320312 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -52021.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52032.015625 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -52032.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52036.515625 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -52036.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -52040.878906 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -52040.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52042.304688 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -52042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52045.480469 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -52045.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52047.332031 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -52047.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52053.382812 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -52053.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52071.824219 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -52071.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52084.828125 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -52084.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52094.898438 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -52094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -52096.882812 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -52096.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52099.589844 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -52099.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52101.394531 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -52101.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52102.222656 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -52102.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52103.351562 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -52103.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52103.843750 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -52103.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -52103.984375 Penalty: 2268.826904
	Iteration 27Q: 3 clusters Score -52103.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -52103.984375 Penalty: 2268.826904
	Iteration 28F: 3 clusters Score -52103.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -130699.460938 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -130699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -128295.781250 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -128295.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -128829.296875 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -128829.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128949.906250 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -128949.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -129016.148438 Penalty: 2537.308594
	Iteration 3Q: 3 clusters Score -129016.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -129052.445312 Penalty: 2537.308594
	Iteration 4Q: 3 clusters Score -129052.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -129089.984375 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -129090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -129120.640625 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -129120.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -129149.742188 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -129149.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -129176.710938 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -129176.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -129198.960938 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -129199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -129217.226562 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -129217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -129228.140625 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -129228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -129234.851562 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -129234.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129238.179688 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -129238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -129243.164062 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -129243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129247.929688 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -129247.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -129251.000000 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -129251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -129256.640625 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -129256.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -129263.546875 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -129263.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -129269.968750 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -129270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -129274.695312 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -129274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -129277.687500 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -129277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129281.875000 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -129281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -129285.078125 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -129285.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -129289.554688 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -129289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -129301.117188 Penalty: 2537.308594
	Iteration 25Q: 3 clusters Score -129301.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -129314.632812 Penalty: 2537.308594
	Iteration 26Q: 3 clusters Score -129314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -129327.257812 Penalty: 2537.308594
	Iteration 27Q: 3 clusters Score -129327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -129339.601562 Penalty: 2537.308594
	Iteration 28Q: 3 clusters Score -129339.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -129356.726562 Penalty: 2537.308594
	Iteration 29Q: 3 clusters Score -129356.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -129373.468750 Penalty: 2537.308594
	Iteration 30Q: 3 clusters Score -129373.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -129388.640625 Penalty: 2537.308594
	Iteration 31Q: 3 clusters Score -129388.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -129402.054688 Penalty: 2537.308594
	Iteration 32Q: 3 clusters Score -129402.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129417.007812 Penalty: 2537.308594
	Iteration 33Q: 3 clusters Score -129417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -129430.250000 Penalty: 2537.308594
	Iteration 34Q: 3 clusters Score -129430.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -129444.343750 Penalty: 2537.308594
	Iteration 35Q: 3 clusters Score -129444.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -129452.062500 Penalty: 2537.308594
	Iteration 36Q: 3 clusters Score -129452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -129460.945312 Penalty: 2537.308594
	Iteration 37Q: 3 clusters Score -129460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -129468.351562 Penalty: 2537.308594
	Iteration 38Q: 3 clusters Score -129468.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -129479.460938 Penalty: 2537.308594
	Iteration 39Q: 3 clusters Score -129479.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129485.476562 Penalty: 2537.308594
	Iteration 40F: 3 clusters Score -129485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -129491.421875 Penalty: 2537.308594
	Iteration 41Q: 3 clusters Score -129491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129499.632812 Penalty: 2537.308594
	Iteration 42Q: 3 clusters Score -129499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -129507.179688 Penalty: 2537.308594
	Iteration 43Q: 3 clusters Score -129507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -129515.593750 Penalty: 2537.308594
	Iteration 44Q: 3 clusters Score -129515.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129520.937500 Penalty: 2537.308594
	Iteration 45Q: 3 clusters Score -129520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129526.390625 Penalty: 2537.308594
	Iteration 46Q: 3 clusters Score -129526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -129533.757812 Penalty: 2537.308594
	Iteration 47Q: 3 clusters Score -129533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129541.101562 Penalty: 2537.308594
	Iteration 48Q: 3 clusters Score -129541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -129547.992188 Penalty: 2537.308594
	Iteration 49Q: 3 clusters Score -129548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -129552.484375 Penalty: 2537.308594
	Iteration 50Q: 3 clusters Score -129552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -129556.398438 Penalty: 2537.308594
	Iteration 51Q: 3 clusters Score -129556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -129559.429688 Penalty: 2537.308594
	Iteration 52Q: 3 clusters Score -129559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -129561.554688 Penalty: 2537.308594
	Iteration 53Q: 3 clusters Score -129561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -129563.820312 Penalty: 2537.308594
	Iteration 54Q: 3 clusters Score -129563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129565.046875 Penalty: 2537.308594
	Iteration 55Q: 3 clusters Score -129565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -129566.421875 Penalty: 2537.308594
	Iteration 56Q: 3 clusters Score -129566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -129568.250000 Penalty: 2537.308594
	Iteration 57Q: 3 clusters Score -129568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -129572.828125 Penalty: 2537.308594
	Iteration 58Q: 3 clusters Score -129572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -129575.070312 Penalty: 2537.308594
	Iteration 59Q: 3 clusters Score -129575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -129580.765625 Penalty: 2537.308594
	Iteration 60F: 3 clusters Score -129580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -129585.734375 Penalty: 2537.308594
	Iteration 61Q: 3 clusters Score -129585.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129592.664062 Penalty: 2537.308594
	Iteration 62Q: 3 clusters Score -129592.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -129600.890625 Penalty: 2537.308594
	Iteration 63Q: 3 clusters Score -129600.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -129615.656250 Penalty: 2537.308594
	Iteration 64Q: 3 clusters Score -129615.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -129628.164062 Penalty: 2537.308594
	Iteration 65Q: 3 clusters Score -129628.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129640.437500 Penalty: 2537.308594
	Iteration 66Q: 3 clusters Score -129640.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129653.132812 Penalty: 2537.308594
	Iteration 67Q: 3 clusters Score -129653.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129664.054688 Penalty: 2537.308594
	Iteration 68Q: 3 clusters Score -129664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129672.859375 Penalty: 2537.308594
	Iteration 69Q: 3 clusters Score -129672.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -129683.601562 Penalty: 2537.308594
	Iteration 70Q: 3 clusters Score -129683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -129692.171875 Penalty: 2537.308594
	Iteration 71Q: 3 clusters Score -129692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129700.734375 Penalty: 2537.308594
	Iteration 72Q: 3 clusters Score -129700.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129711.445312 Penalty: 2537.308594
	Iteration 73Q: 3 clusters Score -129711.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129719.953125 Penalty: 2537.308594
	Iteration 74Q: 3 clusters Score -129720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -129725.656250 Penalty: 2537.308594
	Iteration 75Q: 3 clusters Score -129725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -129730.593750 Penalty: 2537.308594
	Iteration 76Q: 3 clusters Score -129730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -129733.742188 Penalty: 2537.308594
	Iteration 77Q: 3 clusters Score -129733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129735.859375 Penalty: 2537.308594
	Iteration 78Q: 3 clusters Score -129735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -129736.679688 Penalty: 2537.308594
	Iteration 79Q: 3 clusters Score -129736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -129737.085938 Penalty: 2537.308594
	Iteration 80F: 3 clusters Score -129737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -129737.585938 Penalty: 2537.308594
	Iteration 81Q: 3 clusters Score -129737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -129738.992188 Penalty: 2537.308594
	Iteration 82Q: 3 clusters Score -129739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -129739.773438 Penalty: 2537.308594
	Iteration 83Q: 3 clusters Score -129739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129740.648438 Penalty: 2537.308594
	Iteration 84Q: 3 clusters Score -129740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -129741.250000 Penalty: 2537.308594
	Iteration 85Q: 3 clusters Score -129741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129742.062500 Penalty: 2537.308594
	Iteration 86Q: 3 clusters Score -129742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129742.476562 Penalty: 2537.308594
	Iteration 87Q: 3 clusters Score -129742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129743.812500 Penalty: 2537.308594
	Iteration 88Q: 3 clusters Score -129743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -129743.812500 Penalty: 2537.308594
	Iteration 89F: 3 clusters Score -129743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -132001.953125 Penalty: 1273.088745
	Iteration 0F: 2 clusters Score -132002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -129555.460938 Penalty: 2546.177490
	Iteration 0F: 3 clusters Score -129555.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -130153.304688 Penalty: 2546.177490
	Iteration 1F: 3 clusters Score -130153.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -130291.601562 Penalty: 2546.177490
	Iteration 2F: 3 clusters Score -130291.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -130389.578125 Penalty: 2546.177490
	Iteration 3F: 3 clusters Score -130389.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130458.882812 Penalty: 2546.177490
	Iteration 4Q: 3 clusters Score -130458.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130504.937500 Penalty: 2546.177490
	Iteration 5Q: 3 clusters Score -130504.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130550.445312 Penalty: 2546.177490
	Iteration 6Q: 3 clusters Score -130550.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130602.609375 Penalty: 2546.177490
	Iteration 7Q: 3 clusters Score -130602.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -130645.617188 Penalty: 2546.177490
	Iteration 8Q: 3 clusters Score -130645.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130680.328125 Penalty: 2546.177490
	Iteration 9Q: 3 clusters Score -130680.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130721.570312 Penalty: 2546.177490
	Iteration 10Q: 3 clusters Score -130721.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130747.335938 Penalty: 2546.177490
	Iteration 11Q: 3 clusters Score -130747.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130764.867188 Penalty: 2546.177490
	Iteration 12Q: 3 clusters Score -130764.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130778.890625 Penalty: 2546.177490
	Iteration 13Q: 3 clusters Score -130778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130786.414062 Penalty: 2546.177490
	Iteration 14Q: 3 clusters Score -130786.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130795.140625 Penalty: 2546.177490
	Iteration 15Q: 3 clusters Score -130795.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130806.335938 Penalty: 2546.177490
	Iteration 16Q: 3 clusters Score -130806.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130820.953125 Penalty: 2546.177490
	Iteration 17Q: 3 clusters Score -130821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130838.265625 Penalty: 2546.177490
	Iteration 18Q: 3 clusters Score -130838.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -130848.890625 Penalty: 2546.177490
	Iteration 19Q: 3 clusters Score -130848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -130852.031250 Penalty: 2546.177490
	Iteration 20F: 3 clusters Score -130852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -130854.023438 Penalty: 2546.177490
	Iteration 21Q: 3 clusters Score -130854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -130856.117188 Penalty: 2546.177490
	Iteration 22Q: 3 clusters Score -130856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130857.375000 Penalty: 2546.177490
	Iteration 23Q: 3 clusters Score -130857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130857.500000 Penalty: 2546.177490
	Iteration 24Q: 3 clusters Score -130857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -130857.500000 Penalty: 2546.177490
	Iteration 25F: 3 clusters Score -130857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24403 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 17003 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559105.000000 Penalty: 33598.609375
Iteration 79Q: 18 clusters Score -1.05591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 10 contains 24402 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11364 members 
Mstep: Class 13 contains 16997 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559096.000000 Penalty: 33598.609375
Iteration 80F: 18 clusters Score -1.05591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68070 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 16991 members 
Mstep: Class 14 contains 10258 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559107.000000 Penalty: 33598.609375
Iteration 81Q: 18 clusters Score -1.055911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9977 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 16985 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559120.000000 Penalty: 33598.609375
Iteration 82Q: 18 clusters Score -1.055912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9979 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24399 members 
Mstep: Class 11 contains 8432 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 16987 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559125.000000 Penalty: 33598.609375
Iteration 83Q: 18 clusters Score -1.055912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9982 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24396 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 16986 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559110.000000 Penalty: 33598.609375
Iteration 84Q: 18 clusters Score -1.055911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 10 contains 24394 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 16986 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559130.000000 Penalty: 33598.609375
Iteration 85Q: 18 clusters Score -1.055913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68070 members 
Mstep: Class 10 contains 24392 members 
Mstep: Class 11 contains 8435 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 16984 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559119.000000 Penalty: 33598.609375
Iteration 86Q: 18 clusters Score -1.055912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68067 members 
Mstep: Class 10 contains 24391 members 
Mstep: Class 11 contains 8436 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 16981 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559124.000000 Penalty: 33598.609375
Iteration 87Q: 18 clusters Score -1.055912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9985 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24391 members 
Mstep: Class 11 contains 8436 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559137.000000 Penalty: 33598.609375
Iteration 88Q: 18 clusters Score -1.055914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9986 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 10 contains 24392 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 16970 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559143.000000 Penalty: 33598.609375
Iteration 89Q: 18 clusters Score -1.055914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9987 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68066 members 
Mstep: Class 10 contains 24391 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 16963 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559140.000000 Penalty: 33598.609375
Iteration 90Q: 18 clusters Score -1.055914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68063 members 
Mstep: Class 10 contains 24391 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 16959 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559144.000000 Penalty: 33598.609375
Iteration 91Q: 18 clusters Score -1.055914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68064 members 
Mstep: Class 10 contains 24390 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 16954 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559145.000000 Penalty: 33598.609375
Iteration 92Q: 18 clusters Score -1.055914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 10 contains 24391 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11371 members 
Mstep: Class 13 contains 16947 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559143.000000 Penalty: 33598.609375
Iteration 93Q: 18 clusters Score -1.055914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 10 contains 24389 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16945 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559158.000000 Penalty: 33598.609375
Iteration 94Q: 18 clusters Score -1.055916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68067 members 
Mstep: Class 10 contains 24387 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16943 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559172.000000 Penalty: 33598.609375
Iteration 95Q: 18 clusters Score -1.055917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10004 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 10 contains 24385 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16943 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559170.000000 Penalty: 33598.609375
Iteration 96Q: 18 clusters Score -1.055917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68070 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16941 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559171.000000 Penalty: 33598.609375
Iteration 97Q: 18 clusters Score -1.055917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68074 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16937 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559162.000000 Penalty: 33598.609375
Iteration 98Q: 18 clusters Score -1.055916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68078 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16933 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559165.000000 Penalty: 33598.609375
Iteration 99Q: 18 clusters Score -1.055916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68082 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16930 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559170.000000 Penalty: 33598.609375
Iteration 100F: 18 clusters Score -1.055917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68087 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16923 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9189 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559154.000000 Penalty: 33598.609375
Iteration 101Q: 18 clusters Score -1.055915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10009 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68093 members 
Mstep: Class 10 contains 24384 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16917 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559155.000000 Penalty: 33598.609375
Iteration 102Q: 18 clusters Score -1.055916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68099 members 
Mstep: Class 10 contains 24384 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11372 members 
Mstep: Class 13 contains 16914 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559159.000000 Penalty: 33598.609375
Iteration 103Q: 18 clusters Score -1.055916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68101 members 
Mstep: Class 10 contains 24384 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 16910 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559158.000000 Penalty: 33598.609375
Iteration 104Q: 18 clusters Score -1.055916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10013 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68104 members 
Mstep: Class 10 contains 24384 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 16908 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559153.000000 Penalty: 33598.609375
Iteration 105Q: 18 clusters Score -1.055915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10013 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68107 members 
Mstep: Class 10 contains 24386 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 16903 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559139.000000 Penalty: 33598.609375
Iteration 106Q: 18 clusters Score -1.055914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68111 members 
Mstep: Class 10 contains 24387 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 16898 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559144.000000 Penalty: 33598.609375
Iteration 107Q: 18 clusters Score -1.055914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10015 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68112 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 16896 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559153.000000 Penalty: 33598.609375
Iteration 108Q: 18 clusters Score -1.055915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68114 members 
Mstep: Class 10 contains 24387 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16894 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559153.000000 Penalty: 33598.609375
Iteration 109Q: 18 clusters Score -1.055915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68114 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16891 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559150.000000 Penalty: 33598.609375
Iteration 110Q: 18 clusters Score -1.055915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68115 members 
Mstep: Class 10 contains 24389 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16888 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559147.000000 Penalty: 33598.609375
Iteration 111Q: 18 clusters Score -1.055915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68119 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16885 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559141.000000 Penalty: 33598.609375
Iteration 112Q: 18 clusters Score -1.055914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68120 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16884 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559132.000000 Penalty: 33598.609375
Iteration 113Q: 18 clusters Score -1.055913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68121 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 16882 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559147.000000 Penalty: 33598.609375
Iteration 114Q: 18 clusters Score -1.055915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68122 members 
Mstep: Class 10 contains 24389 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559132.000000 Penalty: 33598.609375
Iteration 115Q: 18 clusters Score -1.055913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68124 members 
Mstep: Class 10 contains 24389 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559143.000000 Penalty: 33598.609375
Iteration 116Q: 18 clusters Score -1.055914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68126 members 
Mstep: Class 10 contains 24389 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559145.000000 Penalty: 33598.609375
Iteration 117Q: 18 clusters Score -1.055914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68125 members 
Mstep: Class 10 contains 24390 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559152.000000 Penalty: 33598.609375
Iteration 118Q: 18 clusters Score -1.055915e+07 nChanged 3
Entering ConstructFrom: 
Score: -10559152.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -335575.312500 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -335575.3 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 2838 members 
Entering Unmasked Estep 
Score: -331186.750000 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -331186.8 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -332524.968750 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -332525 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -332807.156250 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -332807.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -333077.343750 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -333077.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -333317.125000 Penalty: 2809.758545
	Iteration 4F: 3 clusters Score -333317.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -333518.250000 Penalty: 2809.758545
	Iteration 5F: 3 clusters Score -333518.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -333652.250000 Penalty: 2809.758545
	Iteration 6Q: 3 clusters Score -333652.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -333771.531250 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -333771.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -333861.000000 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -333861 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -333932.500000 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -333932.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -334001.156250 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -334001.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -334055.781250 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -334055.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -334104.062500 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -334104.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -334147.562500 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -334147.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -334181.437500 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -334181.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -334208.750000 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -334208.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -334230.968750 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -334231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -334249.187500 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -334249.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334264.218750 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -334264.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -334274.187500 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -334274.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -334281.437500 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -334281.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -334288.187500 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -334288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -334295.312500 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -334295.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -334297.718750 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -334297.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -334301.281250 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -334301.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -334305.843750 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -334305.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -334311.437500 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -334311.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -334319.843750 Penalty: 2809.758545
	Iteration 27Q: 3 clusters Score -334319.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -334323.000000 Penalty: 2809.758545
	Iteration 28Q: 3 clusters Score -334323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -334331.406250 Penalty: 2809.758545
	Iteration 29Q: 3 clusters Score -334331.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -334338.843750 Penalty: 2809.758545
	Iteration 30Q: 3 clusters Score -334338.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -334347.031250 Penalty: 2809.758545
	Iteration 31Q: 3 clusters Score -334347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -334351.656250 Penalty: 2809.758545
	Iteration 32Q: 3 clusters Score -334351.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -334356.812500 Penalty: 2809.758545
	Iteration 33Q: 3 clusters Score -334356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -334361.218750 Penalty: 2809.758545
	Iteration 34Q: 3 clusters Score -334361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -334362.593750 Penalty: 2809.758545
	Iteration 35Q: 3 clusters Score -334362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -334365.843750 Penalty: 2809.758545
	Iteration 36Q: 3 clusters Score -334365.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -334369.375000 Penalty: 2809.758545
	Iteration 37Q: 3 clusters Score -334369.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -334375.468750 Penalty: 2809.758545
	Iteration 38Q: 3 clusters Score -334375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334378.437500 Penalty: 2809.758545
	Iteration 39Q: 3 clusters Score -334378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -334379.343750 Penalty: 2809.758545
	Iteration 40F: 3 clusters Score -334379.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -334382.406250 Penalty: 2809.758545
	Iteration 41Q: 3 clusters Score -334382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -334384.781250 Penalty: 2809.758545
	Iteration 42Q: 3 clusters Score -334384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -334386.562500 Penalty: 2809.758545
	Iteration 43Q: 3 clusters Score -334386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -334387.656250 Penalty: 2809.758545
	Iteration 44Q: 3 clusters Score -334387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -334389.718750 Penalty: 2809.758545
	Iteration 45Q: 3 clusters Score -334389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -334391.906250 Penalty: 2809.758545
	Iteration 46Q: 3 clusters Score -334391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -334392.781250 Penalty: 2809.758545
	Iteration 47Q: 3 clusters Score -334392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -334393.937500 Penalty: 2809.758545
	Iteration 48Q: 3 clusters Score -334393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -334394.718750 Penalty: 2809.758545
	Iteration 49Q: 3 clusters Score -334394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334394.875000 Penalty: 2809.758545
	Iteration 50Q: 3 clusters Score -334394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -334395.000000 Penalty: 2809.758545
	Iteration 51Q: 3 clusters Score -334395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334394.875000 Penalty: 2809.758545
	Iteration 52Q: 3 clusters Score -334394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334394.875000 Penalty: 2809.758545
	Iteration 53F: 3 clusters Score -334394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Entering Unmasked Estep 
Score: -530447.187500 Penalty: 1497.053711
	Iteration 0F: 2 clusters Score -530447.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -523312.625000 Penalty: 2994.107422
	Iteration 0F: 3 clusters Score -523312.6 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -525899.187500 Penalty: 2994.107422
	Iteration 1F: 3 clusters Score -525899.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -526415.062500 Penalty: 2994.107422
	Iteration 2F: 3 clusters Score -526415.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -526911.562500 Penalty: 2994.107422
	Iteration 3F: 3 clusters Score -526911.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -527346.437500 Penalty: 2994.107422
	Iteration 4F: 3 clusters Score -527346.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -527712.000000 Penalty: 2994.107422
	Iteration 5F: 3 clusters Score -527712 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -528017.187500 Penalty: 2994.107422
	Iteration 6F: 3 clusters Score -528017.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -528234.062500 Penalty: 2994.107422
	Iteration 7Q: 3 clusters Score -528234.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -528411.437500 Penalty: 2994.107422
	Iteration 8Q: 3 clusters Score -528411.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -528586.062500 Penalty: 2994.107422
	Iteration 9Q: 3 clusters Score -528586.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -528760.062500 Penalty: 2994.107422
	Iteration 10Q: 3 clusters Score -528760.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -528890.812500 Penalty: 2994.107422
	Iteration 11Q: 3 clusters Score -528890.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -529009.375000 Penalty: 2994.107422
	Iteration 12Q: 3 clusters Score -529009.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -529101.937500 Penalty: 2994.107422
	Iteration 13Q: 3 clusters Score -529101.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -529166.500000 Penalty: 2994.107422
	Iteration 14Q: 3 clusters Score -529166.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -529224.875000 Penalty: 2994.107422
	Iteration 15Q: 3 clusters Score -529224.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -529268.062500 Penalty: 2994.107422
	Iteration 16Q: 3 clusters Score -529268.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -529313.437500 Penalty: 2994.107422
	Iteration 17Q: 3 clusters Score -529313.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529350.437500 Penalty: 2994.107422
	Iteration 18Q: 3 clusters Score -529350.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529379.062500 Penalty: 2994.107422
	Iteration 19Q: 3 clusters Score -529379.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -529398.187500 Penalty: 2994.107422
	Iteration 20F: 3 clusters Score -529398.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -529411.062500 Penalty: 2994.107422
	Iteration 21Q: 3 clusters Score -529411.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -529422.312500 Penalty: 2994.107422
	Iteration 22Q: 3 clusters Score -529422.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -529431.562500 Penalty: 2994.107422
	Iteration 23Q: 3 clusters Score -529431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -529436.187500 Penalty: 2994.107422
	Iteration 24Q: 3 clusters Score -529436.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -529441.875000 Penalty: 2994.107422
	Iteration 25Q: 3 clusters Score -529441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -529444.187500 Penalty: 2994.107422
	Iteration 26Q: 3 clusters Score -529444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -529446.125000 Penalty: 2994.107422
	Iteration 27Q: 3 clusters Score -529446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -529447.625000 Penalty: 2994.107422
	Iteration 28Q: 3 clusters Score -529447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -529449.312500 Penalty: 2994.107422
	Iteration 29Q: 3 clusters Score -529449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -529450.812500 Penalty: 2994.107422
	Iteration 30Q: 3 clusters Score -529450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -529450.687500 Penalty: 2994.107422
	Iteration 31Q: 3 clusters Score -529450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -529451.625000 Penalty: 2994.107422
	Iteration 32Q: 3 clusters Score -529451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -529452.812500 Penalty: 2994.107422
	Iteration 33Q: 3 clusters Score -529452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -529453.625000 Penalty: 2994.107422
	Iteration 34Q: 3 clusters Score -529453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -529456.250000 Penalty: 2994.107422
	Iteration 35Q: 3 clusters Score -529456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -529455.312500 Penalty: 2994.107422
	Iteration 36Q: 3 clusters Score -529455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -529456.437500 Penalty: 2994.107422
	Iteration 37Q: 3 clusters Score -529456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -529457.187500 Penalty: 2994.107422
	Iteration 38Q: 3 clusters Score -529457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -529459.750000 Penalty: 2994.107422
	Iteration 39Q: 3 clusters Score -529459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -529460.437500 Penalty: 2994.107422
	Iteration 40F: 3 clusters Score -529460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -529461.312500 Penalty: 2994.107422
	Iteration 41Q: 3 clusters Score -529461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -529463.875000 Penalty: 2994.107422
	Iteration 42Q: 3 clusters Score -529463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -529465.312500 Penalty: 2994.107422
	Iteration 43Q: 3 clusters Score -529465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -529467.375000 Penalty: 2994.107422
	Iteration 44Q: 3 clusters Score -529467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -529467.312500 Penalty: 2994.107422
	Iteration 45Q: 3 clusters Score -529467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -529468.562500 Penalty: 2994.107422
	Iteration 46Q: 3 clusters Score -529468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -529472.125000 Penalty: 2994.107422
	Iteration 47Q: 3 clusters Score -529472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -529474.125000 Penalty: 2994.107422
	Iteration 48Q: 3 clusters Score -529474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -529476.375000 Penalty: 2994.107422
	Iteration 49Q: 3 clusters Score -529476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -529479.187500 Penalty: 2994.107422
	Iteration 50Q: 3 clusters Score -529479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -529480.562500 Penalty: 2994.107422
	Iteration 51Q: 3 clusters Score -529480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -529481.500000 Penalty: 2994.107422
	Iteration 52Q: 3 clusters Score -529481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -529483.625000 Penalty: 2994.107422
	Iteration 53Q: 3 clusters Score -529483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -529485.062500 Penalty: 2994.107422
	Iteration 54Q: 3 clusters Score -529485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -529487.000000 Penalty: 2994.107422
	Iteration 55Q: 3 clusters Score -529487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -529486.250000 Penalty: 2994.107422
	Iteration 56Q: 3 clusters Score -529486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -529488.125000 Penalty: 2994.107422
	Iteration 57Q: 3 clusters Score -529488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -529489.125000 Penalty: 2994.107422
	Iteration 58Q: 3 clusters Score -529489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -529489.812500 Penalty: 2994.107422
	Iteration 59Q: 3 clusters Score -529489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -529491.500000 Penalty: 2994.107422
	Iteration 60F: 3 clusters Score -529491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -529492.750000 Penalty: 2994.107422
	Iteration 61Q: 3 clusters Score -529492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -529493.125000 Penalty: 2994.107422
	Iteration 62Q: 3 clusters Score -529493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -529494.875000 Penalty: 2994.107422
	Iteration 63Q: 3 clusters Score -529494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -529494.250000 Penalty: 2994.107422
	Iteration 64Q: 3 clusters Score -529494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -529495.937500 Penalty: 2994.107422
	Iteration 65Q: 3 clusters Score -529495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -529496.062500 Penalty: 2994.107422
	Iteration 66Q: 3 clusters Score -529496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -529496.062500 Penalty: 2994.107422
	Iteration 67F: 3 clusters Score -529496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -396953.937500 Penalty: 1446.028809
	Iteration 0F: 2 clusters Score -396953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -391558.812500 Penalty: 2892.057617
	Iteration 0F: 3 clusters Score -391558.8 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -393222.250000 Penalty: 2892.057617
	Iteration 1F: 3 clusters Score -393222.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -393419.343750 Penalty: 2892.057617
	Iteration 2F: 3 clusters Score -393419.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -393566.250000 Penalty: 2892.057617
	Iteration 3Q: 3 clusters Score -393566.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -393672.968750 Penalty: 2892.057617
	Iteration 4Q: 3 clusters Score -393673 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -393749.812500 Penalty: 2892.057617
	Iteration 5Q: 3 clusters Score -393749.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -393822.468750 Penalty: 2892.057617
	Iteration 6Q: 3 clusters Score -393822.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -393894.750000 Penalty: 2892.057617
	Iteration 7Q: 3 clusters Score -393894.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -393966.031250 Penalty: 2892.057617
	Iteration 8Q: 3 clusters Score -393966 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -394046.531250 Penalty: 2892.057617
	Iteration 9Q: 3 clusters Score -394046.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -394125.625000 Penalty: 2892.057617
	Iteration 10Q: 3 clusters Score -394125.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -394212.531250 Penalty: 2892.057617
	Iteration 11Q: 3 clusters Score -394212.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -394304.218750 Penalty: 2892.057617
	Iteration 12Q: 3 clusters Score -394304.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -394395.343750 Penalty: 2892.057617
	Iteration 13Q: 3 clusters Score -394395.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -394487.875000 Penalty: 2892.057617
	Iteration 14Q: 3 clusters Score -394487.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -394588.000000 Penalty: 2892.057617
	Iteration 15Q: 3 clusters Score -394588 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -394688.656250 Penalty: 2892.057617
	Iteration 16Q: 3 clusters Score -394688.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -394776.750000 Penalty: 2892.057617
	Iteration 17Q: 3 clusters Score -394776.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -394843.437500 Penalty: 2892.057617
	Iteration 18Q: 3 clusters Score -394843.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -394898.468750 Penalty: 2892.057617
	Iteration 19Q: 3 clusters Score -394898.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -394948.468750 Penalty: 2892.057617
	Iteration 20F: 3 clusters Score -394948.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -394989.062500 Penalty: 2892.057617
	Iteration 21Q: 3 clusters Score -394989.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -395017.406250 Penalty: 2892.057617
	Iteration 22Q: 3 clusters Score -395017.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -395043.593750 Penalty: 2892.057617
	Iteration 23Q: 3 clusters Score -395043.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -395056.781250 Penalty: 2892.057617
	Iteration 24Q: 3 clusters Score -395056.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -395066.437500 Penalty: 2892.057617
	Iteration 25Q: 3 clusters Score -395066.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -395073.156250 Penalty: 2892.057617
	Iteration 26Q: 3 clusters Score -395073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -395078.656250 Penalty: 2892.057617
	Iteration 27Q: 3 clusters Score -395078.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -395083.406250 Penalty: 2892.057617
	Iteration 28Q: 3 clusters Score -395083.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -395090.406250 Penalty: 2892.057617
	Iteration 29Q: 3 clusters Score -395090.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -395095.781250 Penalty: 2892.057617
	Iteration 30Q: 3 clusters Score -395095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -395098.906250 Penalty: 2892.057617
	Iteration 31Q: 3 clusters Score -395098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -395104.250000 Penalty: 2892.057617
	Iteration 32Q: 3 clusters Score -395104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -395106.656250 Penalty: 2892.057617
	Iteration 33Q: 3 clusters Score -395106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -395108.406250 Penalty: 2892.057617
	Iteration 34Q: 3 clusters Score -395108.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -395110.562500 Penalty: 2892.057617
	Iteration 35Q: 3 clusters Score -395110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -395112.531250 Penalty: 2892.057617
	Iteration 36Q: 3 clusters Score -395112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -395115.312500 Penalty: 2892.057617
	Iteration 37Q: 3 clusters Score -395115.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -395115.687500 Penalty: 2892.057617
	Iteration 38Q: 3 clusters Score -395115.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -395117.031250 Penalty: 2892.057617
	Iteration 39Q: 3 clusters Score -395117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -395118.781250 Penalty: 2892.057617
	Iteration 40F: 3 clusters Score -395118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -395119.156250 Penalty: 2892.057617
	Iteration 41Q: 3 clusters Score -395119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -395120.250000 Penalty: 2892.057617
	Iteration 42Q: 3 clusters Score -395120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -395121.781250 Penalty: 2892.057617
	Iteration 43Q: 3 clusters Score -395121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -395121.468750 Penalty: 2892.057617
	Iteration 44Q: 3 clusters Score -395121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -395123.562500 Penalty: 2892.057617
	Iteration 45Q: 3 clusters Score -395123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -395124.281250 Penalty: 2892.057617
	Iteration 46Q: 3 clusters Score -395124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -395124.687500 Penalty: 2892.057617
	Iteration 47Q: 3 clusters Score -395124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -395128.093750 Penalty: 2892.057617
	Iteration 48Q: 3 clusters Score -395128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -395128.437500 Penalty: 2892.057617
	Iteration 49Q: 3 clusters Score -395128.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -395130.875000 Penalty: 2892.057617
	Iteration 50Q: 3 clusters Score -395130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -395132.687500 Penalty: 2892.057617
	Iteration 51Q: 3 clusters Score -395132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -395134.062500 Penalty: 2892.057617
	Iteration 52Q: 3 clusters Score -395134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -395135.781250 Penalty: 2892.057617
	Iteration 53Q: 3 clusters Score -395135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -395138.093750 Penalty: 2892.057617
	Iteration 54Q: 3 clusters Score -395138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -395138.000000 Penalty: 2892.057617
	Iteration 55Q: 3 clusters Score -395138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -395140.562500 Penalty: 2892.057617
	Iteration 56Q: 3 clusters Score -395140.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -395142.500000 Penalty: 2892.057617
	Iteration 57Q: 3 clusters Score -395142.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -395144.906250 Penalty: 2892.057617
	Iteration 58Q: 3 clusters Score -395144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -395146.000000 Penalty: 2892.057617
	Iteration 59Q: 3 clusters Score -395146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -395148.718750 Penalty: 2892.057617
	Iteration 60F: 3 clusters Score -395148.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -395148.812500 Penalty: 2892.057617
	Iteration 61Q: 3 clusters Score -395148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -395151.093750 Penalty: 2892.057617
	Iteration 62Q: 3 clusters Score -395151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -395155.062500 Penalty: 2892.057617
	Iteration 63Q: 3 clusters Score -395155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -395155.156250 Penalty: 2892.057617
	Iteration 64Q: 3 clusters Score -395155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -395158.937500 Penalty: 2892.057617
	Iteration 65Q: 3 clusters Score -395158.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -395161.687500 Penalty: 2892.057617
	Iteration 66Q: 3 clusters Score -395161.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -395166.093750 Penalty: 2892.057617
	Iteration 67Q: 3 clusters Score -395166.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -395171.343750 Penalty: 2892.057617
	Iteration 68Q: 3 clusters Score -395171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -395179.468750 Penalty: 2892.057617
	Iteration 69Q: 3 clusters Score -395179.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -395187.812500 Penalty: 2892.057617
	Iteration 70Q: 3 clusters Score -395187.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -395197.375000 Penalty: 2892.057617
	Iteration 71Q: 3 clusters Score -395197.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -395204.906250 Penalty: 2892.057617
	Iteration 72Q: 3 clusters Score -395204.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -395209.781250 Penalty: 2892.057617
	Iteration 73Q: 3 clusters Score -395209.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -395215.062500 Penalty: 2892.057617
	Iteration 74Q: 3 clusters Score -395215.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -395225.562500 Penalty: 2892.057617
	Iteration 75Q: 3 clusters Score -395225.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -395236.281250 Penalty: 2892.057617
	Iteration 76Q: 3 clusters Score -395236.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -395249.125000 Penalty: 2892.057617
	Iteration 77Q: 3 clusters Score -395249.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -395263.718750 Penalty: 2892.057617
	Iteration 78Q: 3 clusters Score -395263.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -395277.562500 Penalty: 2892.057617
	Iteration 79Q: 3 clusters Score -395277.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -395294.031250 Penalty: 2892.057617
	Iteration 80F: 3 clusters Score -395294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -395310.093750 Penalty: 2892.057617
	Iteration 81Q: 3 clusters Score -395310.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -395322.343750 Penalty: 2892.057617
	Iteration 82Q: 3 clusters Score -395322.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -395333.031250 Penalty: 2892.057617
	Iteration 83Q: 3 clusters Score -395333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -395344.937500 Penalty: 2892.057617
	Iteration 84Q: 3 clusters Score -395344.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -395352.875000 Penalty: 2892.057617
	Iteration 85Q: 3 clusters Score -395352.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -395360.937500 Penalty: 2892.057617
	Iteration 86Q: 3 clusters Score -395360.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -395374.531250 Penalty: 2892.057617
	Iteration 87Q: 3 clusters Score -395374.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -395388.218750 Penalty: 2892.057617
	Iteration 88Q: 3 clusters Score -395388.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -395401.250000 Penalty: 2892.057617
	Iteration 89Q: 3 clusters Score -395401.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -395411.687500 Penalty: 2892.057617
	Iteration 90Q: 3 clusters Score -395411.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -395423.093750 Penalty: 2892.057617
	Iteration 91Q: 3 clusters Score -395423.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -395436.875000 Penalty: 2892.057617
	Iteration 92Q: 3 clusters Score -395436.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -395446.906250 Penalty: 2892.057617
	Iteration 93Q: 3 clusters Score -395446.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -395455.906250 Penalty: 2892.057617
	Iteration 94Q: 3 clusters Score -395455.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -395464.250000 Penalty: 2892.057617
	Iteration 95Q: 3 clusters Score -395464.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -395472.531250 Penalty: 2892.057617
	Iteration 96Q: 3 clusters Score -395472.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -395477.156250 Penalty: 2892.057617
	Iteration 97Q: 3 clusters Score -395477.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -395484.937500 Penalty: 2892.057617
	Iteration 98Q: 3 clusters Score -395484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -395489.312500 Penalty: 2892.057617
	Iteration 99Q: 3 clusters Score -395489.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -395495.968750 Penalty: 2892.057617
	Iteration 100F: 3 clusters Score -395496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -395500.968750 Penalty: 2892.057617
	Iteration 101Q: 3 clusters Score -395501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -395506.531250 Penalty: 2892.057617
	Iteration 102Q: 3 clusters Score -395506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -395510.750000 Penalty: 2892.057617
	Iteration 103Q: 3 clusters Score -395510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -395513.687500 Penalty: 2892.057617
	Iteration 104Q: 3 clusters Score -395513.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -395515.812500 Penalty: 2892.057617
	Iteration 105Q: 3 clusters Score -395515.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -395518.687500 Penalty: 2892.057617
	Iteration 106Q: 3 clusters Score -395518.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -395523.687500 Penalty: 2892.057617
	Iteration 107Q: 3 clusters Score -395523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -395525.562500 Penalty: 2892.057617
	Iteration 108Q: 3 clusters Score -395525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -395526.312500 Penalty: 2892.057617
	Iteration 109Q: 3 clusters Score -395526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -395527.375000 Penalty: 2892.057617
	Iteration 110Q: 3 clusters Score -395527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -395529.000000 Penalty: 2892.057617
	Iteration 111Q: 3 clusters Score -395529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -395530.062500 Penalty: 2892.057617
	Iteration 112Q: 3 clusters Score -395530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -395530.593750 Penalty: 2892.057617
	Iteration 113Q: 3 clusters Score -395530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -395531.875000 Penalty: 2892.057617
	Iteration 114Q: 3 clusters Score -395531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -395531.937500 Penalty: 2892.057617
	Iteration 115Q: 3 clusters Score -395531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -395532.156250 Penalty: 2892.057617
	Iteration 116Q: 3 clusters Score -395532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -395531.593750 Penalty: 2892.057617
	Iteration 117Q: 3 clusters Score -395531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -395532.875000 Penalty: 2892.057617
	Iteration 118Q: 3 clusters Score -395532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -395533.312500 Penalty: 2892.057617
	Iteration 119Q: 3 clusters Score -395533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -395532.968750 Penalty: 2892.057617
	Iteration 120F: 3 clusters Score -395533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -395533.125000 Penalty: 2892.057617
	Iteration 121Q: 3 clusters Score -395533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -395533.156250 Penalty: 2892.057617
	Iteration 122Q: 3 clusters Score -395533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -395533.156250 Penalty: 2892.057617
	Iteration 123F: 3 clusters Score -395533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -161423.890625 Penalty: 1280.814819
	Iteration 0F: 2 clusters Score -161423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -158903.859375 Penalty: 2561.629639
	Iteration 0F: 3 clusters Score -158903.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -159518.781250 Penalty: 2561.629639
	Iteration 1F: 3 clusters Score -159518.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -159648.031250 Penalty: 2561.629639
	Iteration 2F: 3 clusters Score -159648 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -159762.812500 Penalty: 2561.629639
	Iteration 3F: 3 clusters Score -159762.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -159854.765625 Penalty: 2561.629639
	Iteration 4Q: 3 clusters Score -159854.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -159949.015625 Penalty: 2561.629639
	Iteration 5Q: 3 clusters Score -159949 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -160017.625000 Penalty: 2561.629639
	Iteration 6Q: 3 clusters Score -160017.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -160055.734375 Penalty: 2561.629639
	Iteration 7Q: 3 clusters Score -160055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -160091.625000 Penalty: 2561.629639
	Iteration 8Q: 3 clusters Score -160091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -160116.484375 Penalty: 2561.629639
	Iteration 9Q: 3 clusters Score -160116.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -160136.812500 Penalty: 2561.629639
	Iteration 10Q: 3 clusters Score -160136.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -160152.000000 Penalty: 2561.629639
	Iteration 11Q: 3 clusters Score -160152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -160162.453125 Penalty: 2561.629639
	Iteration 12Q: 3 clusters Score -160162.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -160173.703125 Penalty: 2561.629639
	Iteration 13Q: 3 clusters Score -160173.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -160183.984375 Penalty: 2561.629639
	Iteration 14Q: 3 clusters Score -160184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -160190.484375 Penalty: 2561.629639
	Iteration 15Q: 3 clusters Score -160190.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -160201.343750 Penalty: 2561.629639
	Iteration 16Q: 3 clusters Score -160201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -160209.687500 Penalty: 2561.629639
	Iteration 17Q: 3 clusters Score -160209.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -160217.234375 Penalty: 2561.629639
	Iteration 18Q: 3 clusters Score -160217.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -160221.906250 Penalty: 2561.629639
	Iteration 19Q: 3 clusters Score -160221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -160225.781250 Penalty: 2561.629639
	Iteration 20F: 3 clusters Score -160225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -160227.406250 Penalty: 2561.629639
	Iteration 21Q: 3 clusters Score -160227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -160228.328125 Penalty: 2561.629639
	Iteration 22Q: 3 clusters Score -160228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -160232.156250 Penalty: 2561.629639
	Iteration 23Q: 3 clusters Score -160232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -160238.671875 Penalty: 2561.629639
	Iteration 24Q: 3 clusters Score -160238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -160240.796875 Penalty: 2561.629639
	Iteration 25Q: 3 clusters Score -160240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -160243.765625 Penalty: 2561.629639
	Iteration 26Q: 3 clusters Score -160243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -160248.437500 Penalty: 2561.629639
	Iteration 27Q: 3 clusters Score -160248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -160252.671875 Penalty: 2561.629639
	Iteration 28Q: 3 clusters Score -160252.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -160257.906250 Penalty: 2561.629639
	Iteration 29Q: 3 clusters Score -160257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -160260.218750 Penalty: 2561.629639
	Iteration 30Q: 3 clusters Score -160260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -160264.156250 Penalty: 2561.629639
	Iteration 31Q: 3 clusters Score -160264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -160266.671875 Penalty: 2561.629639
	Iteration 32Q: 3 clusters Score -160266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -160269.687500 Penalty: 2561.629639
	Iteration 33Q: 3 clusters Score -160269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -160272.484375 Penalty: 2561.629639
	Iteration 34Q: 3 clusters Score -160272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -160274.296875 Penalty: 2561.629639
	Iteration 35Q: 3 clusters Score -160274.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -160275.921875 Penalty: 2561.629639
	Iteration 36Q: 3 clusters Score -160275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -160276.984375 Penalty: 2561.629639
	Iteration 37Q: 3 clusters Score -160277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -160277.734375 Penalty: 2561.629639
	Iteration 38Q: 3 clusters Score -160277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -160278.187500 Penalty: 2561.629639
	Iteration 39Q: 3 clusters Score -160278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -160278.015625 Penalty: 2561.629639
	Iteration 40F: 3 clusters Score -160278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -145521.046875 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -145521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -142758.187500 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -142758.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -143452.578125 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -143452.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -143673.421875 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -143673.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -143828.671875 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -143828.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -143945.640625 Penalty: 2607.121582
	Iteration 4F: 3 clusters Score -143945.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -144043.671875 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -144043.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -144130.328125 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -144130.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -144211.421875 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -144211.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -144285.031250 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -144285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -144359.203125 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -144359.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -144436.468750 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -144436.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -144499.234375 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -144499.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -144561.203125 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -144561.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -144608.093750 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -144608.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -144634.468750 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -144634.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -144648.343750 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -144648.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -144661.312500 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -144661.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -144670.187500 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -144670.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -144681.671875 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -144681.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -144689.109375 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -144689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -144694.687500 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -144694.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -144700.703125 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -144700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -144701.984375 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -144702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -144702.578125 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -144702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -144703.078125 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -144703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -144703.078125 Penalty: 2607.121582
	Iteration 25F: 3 clusters Score -144703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -358256.156250 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -358256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -353621.437500 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -353621.4 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -354818.875000 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -354818.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -355033.375000 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -355033.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -355177.875000 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -355177.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -355295.812500 Penalty: 2830.468994
	Iteration 4Q: 3 clusters Score -355295.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -355386.562500 Penalty: 2830.468994
	Iteration 5Q: 3 clusters Score -355386.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -355450.468750 Penalty: 2830.468994
	Iteration 6Q: 3 clusters Score -355450.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -355511.968750 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -355512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -355582.812500 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -355582.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -355657.031250 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -355657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -355731.281250 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -355731.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -355797.531250 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -355797.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -355874.187500 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -355874.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -355945.531250 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -355945.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -356029.218750 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -356029.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -356108.562500 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -356108.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -356201.250000 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -356201.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -356287.406250 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -356287.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -356371.843750 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -356371.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -356434.000000 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -356434 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -356494.343750 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -356494.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -356566.500000 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -356566.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -356623.906250 Penalty: 2830.468994
	Iteration 22Q: 3 clusters Score -356623.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -356662.968750 Penalty: 2830.468994
	Iteration 23Q: 3 clusters Score -356663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -356696.937500 Penalty: 2830.468994
	Iteration 24Q: 3 clusters Score -356696.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -356733.312500 Penalty: 2830.468994
	Iteration 25Q: 3 clusters Score -356733.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -356773.687500 Penalty: 2830.468994
	Iteration 26Q: 3 clusters Score -356773.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -356801.312500 Penalty: 2830.468994
	Iteration 27Q: 3 clusters Score -356801.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -356824.937500 Penalty: 2830.468994
	Iteration 28Q: 3 clusters Score -356824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -356847.281250 Penalty: 2830.468994
	Iteration 29Q: 3 clusters Score -356847.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -356867.937500 Penalty: 2830.468994
	Iteration 30Q: 3 clusters Score -356867.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -356885.281250 Penalty: 2830.468994
	Iteration 31Q: 3 clusters Score -356885.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -356900.062500 Penalty: 2830.468994
	Iteration 32Q: 3 clusters Score -356900.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -356909.718750 Penalty: 2830.468994
	Iteration 33Q: 3 clusters Score -356909.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -356919.406250 Penalty: 2830.468994
	Iteration 34Q: 3 clusters Score -356919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -356925.843750 Penalty: 2830.468994
	Iteration 35Q: 3 clusters Score -356925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -356933.781250 Penalty: 2830.468994
	Iteration 36Q: 3 clusters Score -356933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -356937.250000 Penalty: 2830.468994
	Iteration 37Q: 3 clusters Score -356937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -356942.843750 Penalty: 2830.468994
	Iteration 38Q: 3 clusters Score -356942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -356949.125000 Penalty: 2830.468994
	Iteration 39Q: 3 clusters Score -356949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -356952.406250 Penalty: 2830.468994
	Iteration 40F: 3 clusters Score -356952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -356955.750000 Penalty: 2830.468994
	Iteration 41Q: 3 clusters Score -356955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -356963.343750 Penalty: 2830.468994
	Iteration 42Q: 3 clusters Score -356963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -356971.593750 Penalty: 2830.468994
	Iteration 43Q: 3 clusters Score -356971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -356981.843750 Penalty: 2830.468994
	Iteration 44Q: 3 clusters Score -356981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -356987.875000 Penalty: 2830.468994
	Iteration 45Q: 3 clusters Score -356987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -356994.406250 Penalty: 2830.468994
	Iteration 46Q: 3 clusters Score -356994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -357000.062500 Penalty: 2830.468994
	Iteration 47Q: 3 clusters Score -357000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -357005.562500 Penalty: 2830.468994
	Iteration 48Q: 3 clusters Score -357005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -357008.968750 Penalty: 2830.468994
	Iteration 49Q: 3 clusters Score -357009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -357012.406250 Penalty: 2830.468994
	Iteration 50Q: 3 clusters Score -357012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -357016.750000 Penalty: 2830.468994
	Iteration 51Q: 3 clusters Score -357016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -357019.062500 Penalty: 2830.468994
	Iteration 52Q: 3 clusters Score -357019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -357020.468750 Penalty: 2830.468994
	Iteration 53Q: 3 clusters Score -357020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -357021.187500 Penalty: 2830.468994
	Iteration 54Q: 3 clusters Score -357021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -357024.000000 Penalty: 2830.468994
	Iteration 55Q: 3 clusters Score -357024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -357024.468750 Penalty: 2830.468994
	Iteration 56Q: 3 clusters Score -357024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -357024.468750 Penalty: 2830.468994
	Iteration 57F: 3 clusters Score -357024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -99217.484375 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -99217.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -97145.601562 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -97145.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97574.453125 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -97574.45 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97685.289062 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -97685.29 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -97742.734375 Penalty: 2467.519043
	Iteration 3Q: 3 clusters Score -97742.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97793.039062 Penalty: 2467.519043
	Iteration 4Q: 3 clusters Score -97793.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -97834.031250 Penalty: 2467.519043
	Iteration 5Q: 3 clusters Score -97834.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -97858.859375 Penalty: 2467.519043
	Iteration 6Q: 3 clusters Score -97858.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -97878.304688 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -97878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -97893.171875 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -97893.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97904.617188 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -97904.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97914.140625 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -97914.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97922.085938 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -97922.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97924.843750 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -97924.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -97927.218750 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -97927.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -97928.539062 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -97928.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -97929.875000 Penalty: 2467.519043
	Iteration 15Q: 3 clusters Score -97929.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -97930.039062 Penalty: 2467.519043
	Iteration 16Q: 3 clusters Score -97930.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97931.476562 Penalty: 2467.519043
	Iteration 17Q: 3 clusters Score -97931.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97932.703125 Penalty: 2467.519043
	Iteration 18Q: 3 clusters Score -97932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97934.210938 Penalty: 2467.519043
	Iteration 19Q: 3 clusters Score -97934.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -97936.015625 Penalty: 2467.519043
	Iteration 20F: 3 clusters Score -97936.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97938.648438 Penalty: 2467.519043
	Iteration 21Q: 3 clusters Score -97938.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -97939.515625 Penalty: 2467.519043
	Iteration 22Q: 3 clusters Score -97939.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -97940.414062 Penalty: 2467.519043
	Iteration 23Q: 3 clusters Score -97940.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97941.289062 Penalty: 2467.519043
	Iteration 24Q: 3 clusters Score -97941.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97941.289062 Penalty: 2467.519043
	Iteration 25F: 3 clusters Score -97941.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Entering Unmasked Estep 
Score: -3955224.750000 Penalty: 1808.476196
	Iteration 0F: 2 clusters Score -3955225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -3909569.750000 Penalty: 3616.952393
	Iteration 0F: 3 clusters Score -3909570 nChanged 32326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3927866.000000 Penalty: 3616.952393
	Iteration 1F: 3 clusters Score -3927866 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3928431.250000 Penalty: 3616.952393
	Iteration 2Q: 3 clusters Score -3928431 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3929182.750000 Penalty: 3616.952393
	Iteration 3Q: 3 clusters Score -3929183 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3930190.500000 Penalty: 3616.952393
	Iteration 4Q: 3 clusters Score -3930190 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3931806.750000 Penalty: 3616.952393
	Iteration 5Q: 3 clusters Score -3931807 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3934055.500000 Penalty: 3616.952393
	Iteration 6F: 3 clusters Score -3934056 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3937044.750000 Penalty: 3616.952393
	Iteration 7F: 3 clusters Score -3937045 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3940664.750000 Penalty: 3616.952393
	Iteration 8F: 3 clusters Score -3940665 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3944227.000000 Penalty: 3616.952393
	Iteration 9F: 3 clusters Score -3944227 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3947048.250000 Penalty: 3616.952393
	Iteration 10F: 3 clusters Score -3947048 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3948952.750000 Penalty: 3616.952393
	Iteration 11Q: 3 clusters Score -3948953 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3950181.500000 Penalty: 3616.952393
	Iteration 12Q: 3 clusters Score -3950182 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3950937.750000 Penalty: 3616.952393
	Iteration 13Q: 3 clusters Score -3950938 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3951562.750000 Penalty: 3616.952393
	Iteration 14Q: 3 clusters Score -3951563 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3952044.750000 Penalty: 3616.952393
	Iteration 15Q: 3 clusters Score -3952045 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3952441.750000 Penalty: 3616.952393
	Iteration 16Q: 3 clusters Score -3952442 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3952755.250000 Penalty: 3616.952393
	Iteration 17Q: 3 clusters Score -3952755 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3953016.500000 Penalty: 3616.952393
	Iteration 18Q: 3 clusters Score -3953016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3953199.000000 Penalty: 3616.952393
	Iteration 19Q: 3 clusters Score -3953199 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3953333.500000 Penalty: 3616.952393
	Iteration 20F: 3 clusters Score -3953334 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3953459.500000 Penalty: 3616.952393
	Iteration 21Q: 3 clusters Score -3953460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3953560.250000 Penalty: 3616.952393
	Iteration 22Q: 3 clusters Score -3953560 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3953624.750000 Penalty: 3616.952393
	Iteration 23Q: 3 clusters Score -3953625 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3953680.250000 Penalty: 3616.952393
	Iteration 24Q: 3 clusters Score -3953680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3953726.000000 Penalty: 3616.952393
	Iteration 25Q: 3 clusters Score -3953726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3953774.500000 Penalty: 3616.952393
	Iteration 26Q: 3 clusters Score -3953774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3953819.250000 Penalty: 3616.952393
	Iteration 27Q: 3 clusters Score -3953819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3953848.750000 Penalty: 3616.952393
	Iteration 28Q: 3 clusters Score -3953849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3953867.000000 Penalty: 3616.952393
	Iteration 29Q: 3 clusters Score -3953867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3953885.250000 Penalty: 3616.952393
	Iteration 30Q: 3 clusters Score -3953885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3953893.500000 Penalty: 3616.952393
	Iteration 31Q: 3 clusters Score -3953894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3953903.250000 Penalty: 3616.952393
	Iteration 32Q: 3 clusters Score -3953903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3953917.750000 Penalty: 3616.952393
	Iteration 33Q: 3 clusters Score -3953918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3953929.250000 Penalty: 3616.952393
	Iteration 34Q: 3 clusters Score -3953929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3953939.000000 Penalty: 3616.952393
	Iteration 35Q: 3 clusters Score -3953939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3953945.750000 Penalty: 3616.952393
	Iteration 36Q: 3 clusters Score -3953946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3953943.000000 Penalty: 3616.952393
	Iteration 37Q: 3 clusters Score -3953943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3953949.250000 Penalty: 3616.952393
	Iteration 38Q: 3 clusters Score -3953949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3953950.000000 Penalty: 3616.952393
	Iteration 39Q: 3 clusters Score -3953950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3953952.750000 Penalty: 3616.952393
	Iteration 40F: 3 clusters Score -3953953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3953951.500000 Penalty: 3616.952393
	Iteration 41Q: 3 clusters Score -3953952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3953959.500000 Penalty: 3616.952393
	Iteration 42Q: 3 clusters Score -3953960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3953955.500000 Penalty: 3616.952393
	Iteration 43Q: 3 clusters Score -3953956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3953954.500000 Penalty: 3616.952393
	Iteration 44Q: 3 clusters Score -3953954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3953954.000000 Penalty: 3616.952393
	Iteration 45Q: 3 clusters Score -3953954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3953955.750000 Penalty: 3616.952393
	Iteration 46Q: 3 clusters Score -3953956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3953954.500000 Penalty: 3616.952393
	Iteration 47Q: 3 clusters Score -3953954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3953958.250000 Penalty: 3616.952393
	Iteration 48Q: 3 clusters Score -3953958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3953958.250000 Penalty: 3616.952393
	Iteration 49F: 3 clusters Score -3953958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Entering Unmasked Estep 
Score: -1460045.625000 Penalty: 1641.583374
	Iteration 0F: 2 clusters Score -1460046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1443511.000000 Penalty: 3283.166748
	Iteration 0F: 3 clusters Score -1443511 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1449744.500000 Penalty: 3283.166748
	Iteration 1F: 3 clusters Score -1449744 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1450207.750000 Penalty: 3283.166748
	Iteration 2Q: 3 clusters Score -1450208 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1450749.750000 Penalty: 3283.166748
	Iteration 3Q: 3 clusters Score -1450750 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1451369.625000 Penalty: 3283.166748
	Iteration 4F: 3 clusters Score -1451370 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1452122.250000 Penalty: 3283.166748
	Iteration 5F: 3 clusters Score -1452122 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1452905.625000 Penalty: 3283.166748
	Iteration 6F: 3 clusters Score -1452906 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1453707.375000 Penalty: 3283.166748
	Iteration 7F: 3 clusters Score -1453707 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1454532.875000 Penalty: 3283.166748
	Iteration 8F: 3 clusters Score -1454533 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1455379.750000 Penalty: 3283.166748
	Iteration 9F: 3 clusters Score -1455380 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1456229.000000 Penalty: 3283.166748
	Iteration 10Q: 3 clusters Score -1456229 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -1456983.125000 Penalty: 3283.166748
	Iteration 11Q: 3 clusters Score -1456983 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1457564.125000 Penalty: 3283.166748
	Iteration 12Q: 3 clusters Score -1457564 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1457985.125000 Penalty: 3283.166748
	Iteration 13Q: 3 clusters Score -1457985 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -1458283.625000 Penalty: 3283.166748
	Iteration 14Q: 3 clusters Score -1458284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -1458489.750000 Penalty: 3283.166748
	Iteration 15Q: 3 clusters Score -1458490 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -1458627.625000 Penalty: 3283.166748
	Iteration 16Q: 3 clusters Score -1458628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1458723.625000 Penalty: 3283.166748
	Iteration 17Q: 3 clusters Score -1458724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1458797.750000 Penalty: 3283.166748
	Iteration 18Q: 3 clusters Score -1458798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -1458852.750000 Penalty: 3283.166748
	Iteration 19Q: 3 clusters Score -1458853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -1458886.375000 Penalty: 3283.166748
	Iteration 20F: 3 clusters Score -1458886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1458908.750000 Penalty: 3283.166748
	Iteration 21Q: 3 clusters Score -1458909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1458930.875000 Penalty: 3283.166748
	Iteration 22Q: 3 clusters Score -1458931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1458946.875000 Penalty: 3283.166748
	Iteration 23Q: 3 clusters Score -1458947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -1458967.250000 Penalty: 3283.166748
	Iteration 24Q: 3 clusters Score -1458967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1458982.000000 Penalty: 3283.166748
	Iteration 25Q: 3 clusters Score -1458982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1458995.500000 Penalty: 3283.166748
	Iteration 26Q: 3 clusters Score -1458996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -1459017.125000 Penalty: 3283.166748
	Iteration 27Q: 3 clusters Score -1459017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1459034.875000 Penalty: 3283.166748
	Iteration 28Q: 3 clusters Score -1459035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1459047.000000 Penalty: 3283.166748
	Iteration 29Q: 3 clusters Score -1459047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -1459058.875000 Penalty: 3283.166748
	Iteration 30Q: 3 clusters Score -1459059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -1459065.250000 Penalty: 3283.166748
	Iteration 31Q: 3 clusters Score -1459065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1459076.875000 Penalty: 3283.166748
	Iteration 32Q: 3 clusters Score -1459077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -1459081.625000 Penalty: 3283.166748
	Iteration 33Q: 3 clusters Score -1459082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1459083.875000 Penalty: 3283.166748
	Iteration 34Q: 3 clusters Score -1459084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -1459087.000000 Penalty: 3283.166748
	Iteration 35Q: 3 clusters Score -1459087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1459085.750000 Penalty: 3283.166748
	Iteration 36Q: 3 clusters Score -1459086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -1459084.625000 Penalty: 3283.166748
	Iteration 37Q: 3 clusters Score -1459085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -1459086.000000 Penalty: 3283.166748
	Iteration 38Q: 3 clusters Score -1459086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1459087.750000 Penalty: 3283.166748
	Iteration 39Q: 3 clusters Score -1459088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -1459089.500000 Penalty: 3283.166748
	Iteration 40F: 3 clusters Score -1459090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1459088.625000 Penalty: 3283.166748
	Iteration 41Q: 3 clusters Score -1459089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -1459093.250000 Penalty: 3283.166748
	Iteration 42Q: 3 clusters Score -1459093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1459094.750000 Penalty: 3283.166748
	Iteration 43Q: 3 clusters Score -1459095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -1459091.125000 Penalty: 3283.166748
	Iteration 44Q: 3 clusters Score -1459091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -1459094.000000 Penalty: 3283.166748
	Iteration 45Q: 3 clusters Score -1459094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1459093.000000 Penalty: 3283.166748
	Iteration 46Q: 3 clusters Score -1459093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1459093.000000 Penalty: 3283.166748
	Iteration 47F: 3 clusters Score -1459093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -463045.000000 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -463045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -456882.250000 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -456882.2 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -458783.468750 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -458783.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -459029.218750 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -459029.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -459252.250000 Penalty: 2938.162598
	Iteration 3F: 3 clusters Score -459252.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -459505.687500 Penalty: 2938.162598
	Iteration 4F: 3 clusters Score -459505.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -459788.187500 Penalty: 2938.162598
	Iteration 5F: 3 clusters Score -459788.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -460095.343750 Penalty: 2938.162598
	Iteration 6F: 3 clusters Score -460095.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -460389.593750 Penalty: 2938.162598
	Iteration 7Q: 3 clusters Score -460389.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -460663.406250 Penalty: 2938.162598
	Iteration 8Q: 3 clusters Score -460663.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -460921.781250 Penalty: 2938.162598
	Iteration 9Q: 3 clusters Score -460921.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -461085.531250 Penalty: 2938.162598
	Iteration 10Q: 3 clusters Score -461085.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -461208.937500 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -461208.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -461312.375000 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -461312.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -461395.062500 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -461395.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -461451.156250 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -461451.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -461504.750000 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -461504.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -461542.375000 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -461542.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -461580.812500 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -461580.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -461615.531250 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -461615.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -461641.687500 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -461641.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -461676.250000 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -461676.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -461709.125000 Penalty: 2938.162598
	Iteration 21Q: 3 clusters Score -461709.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -461731.906250 Penalty: 2938.162598
	Iteration 22Q: 3 clusters Score -461731.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -461745.625000 Penalty: 2938.162598
	Iteration 23Q: 3 clusters Score -461745.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -461757.812500 Penalty: 2938.162598
	Iteration 24Q: 3 clusters Score -461757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -461771.500000 Penalty: 2938.162598
	Iteration 25Q: 3 clusters Score -461771.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -461785.562500 Penalty: 2938.162598
	Iteration 26Q: 3 clusters Score -461785.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -461796.500000 Penalty: 2938.162598
	Iteration 27Q: 3 clusters Score -461796.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -461811.625000 Penalty: 2938.162598
	Iteration 28Q: 3 clusters Score -461811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -461827.781250 Penalty: 2938.162598
	Iteration 29Q: 3 clusters Score -461827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -461840.593750 Penalty: 2938.162598
	Iteration 30Q: 3 clusters Score -461840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -461846.687500 Penalty: 2938.162598
	Iteration 31Q: 3 clusters Score -461846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -461852.125000 Penalty: 2938.162598
	Iteration 32Q: 3 clusters Score -461852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -461857.781250 Penalty: 2938.162598
	Iteration 33Q: 3 clusters Score -461857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -461859.218750 Penalty: 2938.162598
	Iteration 34Q: 3 clusters Score -461859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -461860.406250 Penalty: 2938.162598
	Iteration 35Q: 3 clusters Score -461860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -461863.812500 Penalty: 2938.162598
	Iteration 36Q: 3 clusters Score -461863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -461867.156250 Penalty: 2938.162598
	Iteration 37Q: 3 clusters Score -461867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -461868.875000 Penalty: 2938.162598
	Iteration 38Q: 3 clusters Score -461868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -461871.343750 Penalty: 2938.162598
	Iteration 39Q: 3 clusters Score -461871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -461871.000000 Penalty: 2938.162598
	Iteration 40F: 3 clusters Score -461871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -461872.281250 Penalty: 2938.162598
	Iteration 41Q: 3 clusters Score -461872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -461873.187500 Penalty: 2938.162598
	Iteration 42Q: 3 clusters Score -461873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -461874.375000 Penalty: 2938.162598
	Iteration 43Q: 3 clusters Score -461874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -461874.687500 Penalty: 2938.162598
	Iteration 44Q: 3 clusters Score -461874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -461875.187500 Penalty: 2938.162598
	Iteration 45Q: 3 clusters Score -461875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -461875.187500 Penalty: 2938.162598
	Iteration 46F: 3 clusters Score -461875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -656339.750000 Penalty: 1517.658447
	Iteration 0F: 2 clusters Score -656339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -648229.250000 Penalty: 3035.316895
	Iteration 0F: 3 clusters Score -648229.2 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -651166.500000 Penalty: 3035.316895
	Iteration 1F: 3 clusters Score -651166.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -651627.562500 Penalty: 3035.316895
	Iteration 2F: 3 clusters Score -651627.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -652182.875000 Penalty: 3035.316895
	Iteration 3F: 3 clusters Score -652182.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -652861.062500 Penalty: 3035.316895
	Iteration 4F: 3 clusters Score -652861.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -653546.812500 Penalty: 3035.316895
	Iteration 5F: 3 clusters Score -653546.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -654261.437500 Penalty: 3035.316895
	Iteration 6F: 3 clusters Score -654261.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -654955.562500 Penalty: 3035.316895
	Iteration 7F: 3 clusters Score -654955.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -655547.625000 Penalty: 3035.316895
	Iteration 8F: 3 clusters Score -655547.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -656022.625000 Penalty: 3035.316895
	Iteration 9Q: 3 clusters Score -656022.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -656322.000000 Penalty: 3035.316895
	Iteration 10Q: 3 clusters Score -656322 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -656490.625000 Penalty: 3035.316895
	Iteration 11Q: 3 clusters Score -656490.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -656590.687500 Penalty: 3035.316895
	Iteration 12Q: 3 clusters Score -656590.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -656649.812500 Penalty: 3035.316895
	Iteration 13Q: 3 clusters Score -656649.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -656683.875000 Penalty: 3035.316895
	Iteration 14Q: 3 clusters Score -656683.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -656703.750000 Penalty: 3035.316895
	Iteration 15Q: 3 clusters Score -656703.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -656718.625000 Penalty: 3035.316895
	Iteration 16Q: 3 clusters Score -656718.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -656724.812500 Penalty: 3035.316895
	Iteration 17Q: 3 clusters Score -656724.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -656728.875000 Penalty: 3035.316895
	Iteration 18Q: 3 clusters Score -656728.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -656732.875000 Penalty: 3035.316895
	Iteration 19Q: 3 clusters Score -656732.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -656734.187500 Penalty: 3035.316895
	Iteration 20F: 3 clusters Score -656734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -656735.437500 Penalty: 3035.316895
	Iteration 21Q: 3 clusters Score -656735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -656735.750000 Penalty: 3035.316895
	Iteration 22Q: 3 clusters Score -656735.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -656737.375000 Penalty: 3035.316895
	Iteration 23Q: 3 clusters Score -656737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -656739.562500 Penalty: 3035.316895
	Iteration 24Q: 3 clusters Score -656739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -656740.437500 Penalty: 3035.316895
	Iteration 25Q: 3 clusters Score -656740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -656740.250000 Penalty: 3035.316895
	Iteration 26Q: 3 clusters Score -656740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -656740.125000 Penalty: 3035.316895
	Iteration 27Q: 3 clusters Score -656740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -656740.750000 Penalty: 3035.316895
	Iteration 28Q: 3 clusters Score -656740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -656741.187500 Penalty: 3035.316895
	Iteration 29Q: 3 clusters Score -656741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -656744.125000 Penalty: 3035.316895
	Iteration 30Q: 3 clusters Score -656744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -656744.437500 Penalty: 3035.316895
	Iteration 31Q: 3 clusters Score -656744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -656743.937500 Penalty: 3035.316895
	Iteration 32Q: 3 clusters Score -656743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -656744.625000 Penalty: 3035.316895
	Iteration 33Q: 3 clusters Score -656744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -656744.625000 Penalty: 3035.316895
	Iteration 34F: 3 clusters Score -656744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68124 members 
Mstep: Class 9 contains 7144 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
Score: -10559046.000000 Penalty: 35575.000000
Splitting cluster 12 changes total score from -10559152.000000 to -10559046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Entering Unmasked Estep 
Score: -955108.437500 Penalty: 1581.640625
	Iteration 0F: 2 clusters Score -955108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -943406.437500 Penalty: 3163.281250
	Iteration 0F: 3 clusters Score -943406.4 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -947824.062500 Penalty: 3163.281250
	Iteration 1F: 3 clusters Score -947824.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -948864.687500 Penalty: 3163.281250
	Iteration 2F: 3 clusters Score -948864.7 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -950247.250000 Penalty: 3163.281250
	Iteration 3F: 3 clusters Score -950247.2 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -951711.437500 Penalty: 3163.281250
	Iteration 4F: 3 clusters Score -951711.4 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -952818.125000 Penalty: 3163.281250
	Iteration 5F: 3 clusters Score -952818.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -953481.000000 Penalty: 3163.281250
	Iteration 6F: 3 clusters Score -953481 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -953825.937500 Penalty: 3163.281250
	Iteration 7Q: 3 clusters Score -953825.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -954046.187500 Penalty: 3163.281250
	Iteration 8Q: 3 clusters Score -954046.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -954197.750000 Penalty: 3163.281250
	Iteration 9Q: 3 clusters Score -954197.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -954291.875000 Penalty: 3163.281250
	Iteration 10Q: 3 clusters Score -954291.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -954360.687500 Penalty: 3163.281250
	Iteration 11Q: 3 clusters Score -954360.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -954404.125000 Penalty: 3163.281250
	Iteration 12Q: 3 clusters Score -954404.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -954432.500000 Penalty: 3163.281250
	Iteration 13Q: 3 clusters Score -954432.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -954456.937500 Penalty: 3163.281250
	Iteration 14Q: 3 clusters Score -954456.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -954470.750000 Penalty: 3163.281250
	Iteration 15Q: 3 clusters Score -954470.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -954483.000000 Penalty: 3163.281250
	Iteration 16Q: 3 clusters Score -954483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -954491.562500 Penalty: 3163.281250
	Iteration 17Q: 3 clusters Score -954491.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -954496.687500 Penalty: 3163.281250
	Iteration 18Q: 3 clusters Score -954496.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -954497.062500 Penalty: 3163.281250
	Iteration 19Q: 3 clusters Score -954497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -954499.625000 Penalty: 3163.281250
	Iteration 20F: 3 clusters Score -954499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -954502.750000 Penalty: 3163.281250
	Iteration 21Q: 3 clusters Score -954502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -954499.812500 Penalty: 3163.281250
	Iteration 22Q: 3 clusters Score -954499.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -954499.437500 Penalty: 3163.281250
	Iteration 23Q: 3 clusters Score -954499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -954499.937500 Penalty: 3163.281250
	Iteration 24Q: 3 clusters Score -954499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -954497.937500 Penalty: 3163.281250
	Iteration 25Q: 3 clusters Score -954497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -954496.875000 Penalty: 3163.281250
	Iteration 26Q: 3 clusters Score -954496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -954498.312500 Penalty: 3163.281250
	Iteration 27Q: 3 clusters Score -954498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -954498.312500 Penalty: 3163.281250
	Iteration 28F: 3 clusters Score -954498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -615344.375000 Penalty: 1500.883057
	Iteration 0F: 2 clusters Score -615344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -607967.250000 Penalty: 3001.766113
	Iteration 0F: 3 clusters Score -607967.2 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -610280.750000 Penalty: 3001.766113
	Iteration 1F: 3 clusters Score -610280.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -610572.500000 Penalty: 3001.766113
	Iteration 2F: 3 clusters Score -610572.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -610839.312500 Penalty: 3001.766113
	Iteration 3F: 3 clusters Score -610839.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -611125.812500 Penalty: 3001.766113
	Iteration 4F: 3 clusters Score -611125.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -611410.562500 Penalty: 3001.766113
	Iteration 5F: 3 clusters Score -611410.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -611729.250000 Penalty: 3001.766113
	Iteration 6F: 3 clusters Score -611729.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -612082.312500 Penalty: 3001.766113
	Iteration 7F: 3 clusters Score -612082.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -612443.937500 Penalty: 3001.766113
	Iteration 8F: 3 clusters Score -612443.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -612799.875000 Penalty: 3001.766113
	Iteration 9Q: 3 clusters Score -612799.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -613145.812500 Penalty: 3001.766113
	Iteration 10Q: 3 clusters Score -613145.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -613437.875000 Penalty: 3001.766113
	Iteration 11Q: 3 clusters Score -613437.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -613645.812500 Penalty: 3001.766113
	Iteration 12Q: 3 clusters Score -613645.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -613770.437500 Penalty: 3001.766113
	Iteration 13Q: 3 clusters Score -613770.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -613854.562500 Penalty: 3001.766113
	Iteration 14Q: 3 clusters Score -613854.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -613925.250000 Penalty: 3001.766113
	Iteration 15Q: 3 clusters Score -613925.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -613977.437500 Penalty: 3001.766113
	Iteration 16Q: 3 clusters Score -613977.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -614013.000000 Penalty: 3001.766113
	Iteration 17Q: 3 clusters Score -614013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -614035.750000 Penalty: 3001.766113
	Iteration 18Q: 3 clusters Score -614035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -614055.750000 Penalty: 3001.766113
	Iteration 19Q: 3 clusters Score -614055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -614062.500000 Penalty: 3001.766113
	Iteration 20F: 3 clusters Score -614062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -614066.437500 Penalty: 3001.766113
	Iteration 21Q: 3 clusters Score -614066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -614068.250000 Penalty: 3001.766113
	Iteration 22Q: 3 clusters Score -614068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -614068.250000 Penalty: 3001.766113
	Iteration 23F: 3 clusters Score -614068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -554049.187500 Penalty: 1482.723999
	Iteration 0F: 2 clusters Score -554049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -547357.062500 Penalty: 2965.447998
	Iteration 0F: 3 clusters Score -547357.1 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -549634.500000 Penalty: 2965.447998
	Iteration 1F: 3 clusters Score -549634.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -550237.812500 Penalty: 2965.447998
	Iteration 2F: 3 clusters Score -550237.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -551063.750000 Penalty: 2965.447998
	Iteration 3F: 3 clusters Score -551063.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -552188.625000 Penalty: 2965.447998
	Iteration 4F: 3 clusters Score -552188.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -553210.812500 Penalty: 2965.447998
	Iteration 5F: 3 clusters Score -553210.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -553868.062500 Penalty: 2965.447998
	Iteration 6F: 3 clusters Score -553868.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -554154.500000 Penalty: 2965.447998
	Iteration 7Q: 3 clusters Score -554154.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -554272.500000 Penalty: 2965.447998
	Iteration 8Q: 3 clusters Score -554272.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -554322.750000 Penalty: 2965.447998
	Iteration 9Q: 3 clusters Score -554322.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -554348.312500 Penalty: 2965.447998
	Iteration 10Q: 3 clusters Score -554348.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -554359.500000 Penalty: 2965.447998
	Iteration 11Q: 3 clusters Score -554359.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -554365.125000 Penalty: 2965.447998
	Iteration 12Q: 3 clusters Score -554365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -554369.250000 Penalty: 2965.447998
	Iteration 13Q: 3 clusters Score -554369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -554371.000000 Penalty: 2965.447998
	Iteration 14Q: 3 clusters Score -554371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -554372.937500 Penalty: 2965.447998
	Iteration 15Q: 3 clusters Score -554372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -554375.375000 Penalty: 2965.447998
	Iteration 16Q: 3 clusters Score -554375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -554373.812500 Penalty: 2965.447998
	Iteration 17Q: 3 clusters Score -554373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -554375.687500 Penalty: 2965.447998
	Iteration 18Q: 3 clusters Score -554375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -554375.000000 Penalty: 2965.447998
	Iteration 19Q: 3 clusters Score -554375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -554375.625000 Penalty: 2965.447998
	Iteration 20F: 3 clusters Score -554375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -554375.250000 Penalty: 2965.447998
	Iteration 21Q: 3 clusters Score -554375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -554376.062500 Penalty: 2965.447998
	Iteration 22Q: 3 clusters Score -554376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -554376.062500 Penalty: 2965.447998
	Iteration 23F: 3 clusters Score -554376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68124 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
Score: -10559016.000000 Penalty: 35575.000000
Splitting cluster 16 changes total score from -10559152.000000 to -10559016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -52694.722656 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -52694.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -51189.003906 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -51189 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -51484.660156 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -51484.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51601.156250 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -51601.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51683.519531 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -51683.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51748.660156 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -51748.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51794.406250 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -51794.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51831.074219 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -51831.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51861.097656 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -51861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51884.992188 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -51884.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51897.925781 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -51897.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51901.835938 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -51901.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51909.828125 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -51909.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51913.496094 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -51913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51914.640625 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -51914.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51914.640625 Penalty: 2268.826904
	Iteration 14F: 3 clusters Score -51914.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -130124.585938 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -130124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -127767.601562 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -127767.6 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -128288.828125 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -128288.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -128400.992188 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -128401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -128469.703125 Penalty: 2536.116211
	Iteration 3Q: 3 clusters Score -128469.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128522.054688 Penalty: 2536.116211
	Iteration 4Q: 3 clusters Score -128522.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -128571.695312 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -128571.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -128608.726562 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -128608.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128631.328125 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -128631.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -128643.875000 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -128643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128656.734375 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -128656.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -128668.187500 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -128668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128680.742188 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -128680.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128693.265625 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -128693.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128705.117188 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -128705.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128716.000000 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -128716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128725.835938 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -128725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128734.031250 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -128734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -128740.273438 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -128740.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128751.500000 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -128751.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128768.953125 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -128769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128783.578125 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -128783.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128794.734375 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -128794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128803.585938 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -128803.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128812.500000 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -128812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128816.578125 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -128816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128822.148438 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -128822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128828.843750 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -128828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128833.468750 Penalty: 2536.116211
	Iteration 27Q: 3 clusters Score -128833.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128840.164062 Penalty: 2536.116211
	Iteration 28Q: 3 clusters Score -128840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128844.820312 Penalty: 2536.116211
	Iteration 29Q: 3 clusters Score -128844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128851.765625 Penalty: 2536.116211
	Iteration 30Q: 3 clusters Score -128851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128858.867188 Penalty: 2536.116211
	Iteration 31Q: 3 clusters Score -128858.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128864.625000 Penalty: 2536.116211
	Iteration 32Q: 3 clusters Score -128864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128868.671875 Penalty: 2536.116211
	Iteration 33Q: 3 clusters Score -128868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128871.851562 Penalty: 2536.116211
	Iteration 34Q: 3 clusters Score -128871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128877.078125 Penalty: 2536.116211
	Iteration 35Q: 3 clusters Score -128877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128882.343750 Penalty: 2536.116211
	Iteration 36Q: 3 clusters Score -128882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128887.382812 Penalty: 2536.116211
	Iteration 37Q: 3 clusters Score -128887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128891.257812 Penalty: 2536.116211
	Iteration 38Q: 3 clusters Score -128891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128892.054688 Penalty: 2536.116211
	Iteration 39Q: 3 clusters Score -128892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128892.859375 Penalty: 2536.116211
	Iteration 40F: 3 clusters Score -128892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -131612.031250 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -131612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -129243.078125 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -129243.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -129794.835938 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -129794.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -129923.515625 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -129923.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -130002.609375 Penalty: 2545.146484
	Iteration 3Q: 3 clusters Score -130002.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -130054.312500 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -130054.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -130097.625000 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -130097.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -130132.187500 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -130132.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -130166.382812 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -130166.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -130194.390625 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -130194.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -130224.992188 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -130225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -130247.390625 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -130247.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -130268.554688 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -130268.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -130282.890625 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -130282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -130295.195312 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -130295.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -130310.554688 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -130310.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -130324.148438 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -130324.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -130338.289062 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -130338.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -130348.234375 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -130348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -130356.507812 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -130356.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -130367.882812 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -130367.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -130376.640625 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -130376.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -130388.687500 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -130388.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -130398.507812 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -130398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -130404.609375 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -130404.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -130407.351562 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -130407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -130409.828125 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -130409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -130414.328125 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -130414.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -130421.953125 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -130422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -130434.906250 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -130434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -130443.226562 Penalty: 2545.146484
	Iteration 29Q: 3 clusters Score -130443.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -130454.273438 Penalty: 2545.146484
	Iteration 30Q: 3 clusters Score -130454.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -130468.484375 Penalty: 2545.146484
	Iteration 31Q: 3 clusters Score -130468.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -130487.648438 Penalty: 2545.146484
	Iteration 32Q: 3 clusters Score -130487.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -130508.625000 Penalty: 2545.146484
	Iteration 33Q: 3 clusters Score -130508.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -130526.351562 Penalty: 2545.146484
	Iteration 34Q: 3 clusters Score -130526.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -130541.640625 Penalty: 2545.146484
	Iteration 35Q: 3 clusters Score -130541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -130552.054688 Penalty: 2545.146484
	Iteration 36Q: 3 clusters Score -130552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -130560.617188 Penalty: 2545.146484
	Iteration 37Q: 3 clusters Score -130560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -130572.742188 Penalty: 2545.146484
	Iteration 38Q: 3 clusters Score -130572.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -130586.234375 Penalty: 2545.146484
	Iteration 39Q: 3 clusters Score -130586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -130596.507812 Penalty: 2545.146484
	Iteration 40F: 3 clusters Score -130596.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -130610.367188 Penalty: 2545.146484
	Iteration 41Q: 3 clusters Score -130610.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130627.234375 Penalty: 2545.146484
	Iteration 42Q: 3 clusters Score -130627.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -130649.414062 Penalty: 2545.146484
	Iteration 43Q: 3 clusters Score -130649.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -130675.335938 Penalty: 2545.146484
	Iteration 44Q: 3 clusters Score -130675.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130700.812500 Penalty: 2545.146484
	Iteration 45Q: 3 clusters Score -130700.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130716.304688 Penalty: 2545.146484
	Iteration 46Q: 3 clusters Score -130716.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130732.046875 Penalty: 2545.146484
	Iteration 47Q: 3 clusters Score -130732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -130744.640625 Penalty: 2545.146484
	Iteration 48Q: 3 clusters Score -130744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -130759.390625 Penalty: 2545.146484
	Iteration 49Q: 3 clusters Score -130759.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130774.296875 Penalty: 2545.146484
	Iteration 50Q: 3 clusters Score -130774.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -130790.695312 Penalty: 2545.146484
	Iteration 51Q: 3 clusters Score -130790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130807.859375 Penalty: 2545.146484
	Iteration 52Q: 3 clusters Score -130807.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130828.226562 Penalty: 2545.146484
	Iteration 53Q: 3 clusters Score -130828.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130846.320312 Penalty: 2545.146484
	Iteration 54Q: 3 clusters Score -130846.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130865.554688 Penalty: 2545.146484
	Iteration 55Q: 3 clusters Score -130865.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130879.390625 Penalty: 2545.146484
	Iteration 56Q: 3 clusters Score -130879.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130885.960938 Penalty: 2545.146484
	Iteration 57Q: 3 clusters Score -130886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130890.507812 Penalty: 2545.146484
	Iteration 58Q: 3 clusters Score -130890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130892.820312 Penalty: 2545.146484
	Iteration 59Q: 3 clusters Score -130892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130900.851562 Penalty: 2545.146484
	Iteration 60F: 3 clusters Score -130900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130907.750000 Penalty: 2545.146484
	Iteration 61Q: 3 clusters Score -130907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130912.187500 Penalty: 2545.146484
	Iteration 62Q: 3 clusters Score -130912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130915.031250 Penalty: 2545.146484
	Iteration 63Q: 3 clusters Score -130915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130919.367188 Penalty: 2545.146484
	Iteration 64Q: 3 clusters Score -130919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130921.585938 Penalty: 2545.146484
	Iteration 65Q: 3 clusters Score -130921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -130922.195312 Penalty: 2545.146484
	Iteration 66Q: 3 clusters Score -130922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130923.226562 Penalty: 2545.146484
	Iteration 67Q: 3 clusters Score -130923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130924.046875 Penalty: 2545.146484
	Iteration 68Q: 3 clusters Score -130924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130925.039062 Penalty: 2545.146484
	Iteration 69Q: 3 clusters Score -130925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -130927.390625 Penalty: 2545.146484
	Iteration 70Q: 3 clusters Score -130927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -130929.984375 Penalty: 2545.146484
	Iteration 71Q: 3 clusters Score -130930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -130934.195312 Penalty: 2545.146484
	Iteration 72Q: 3 clusters Score -130934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -130938.101562 Penalty: 2545.146484
	Iteration 73Q: 3 clusters Score -130938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130941.101562 Penalty: 2545.146484
	Iteration 74Q: 3 clusters Score -130941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130943.960938 Penalty: 2545.146484
	Iteration 75Q: 3 clusters Score -130944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130945.492188 Penalty: 2545.146484
	Iteration 76Q: 3 clusters Score -130945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130945.492188 Penalty: 2545.146484
	Iteration 77F: 3 clusters Score -130945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68124 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559143.000000 Penalty: 33598.609375
Iteration 119Q: 18 clusters Score -1.055914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24394 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559151.000000 Penalty: 33598.609375
Iteration 120F: 18 clusters Score -1.055915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16869 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559148.000000 Penalty: 33598.609375
Iteration 121Q: 18 clusters Score -1.055915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10024 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16868 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559146.000000 Penalty: 33598.609375
Iteration 122Q: 18 clusters Score -1.055915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559140.000000 Penalty: 33598.609375
Iteration 123Q: 18 clusters Score -1.055914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559140.000000 Penalty: 33598.609375
Iteration 124F: 18 clusters Score -1.055914e+07 nChanged 0
Entering ConstructFrom: 
Score: -10559140.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -335575.312500 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -335575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -331181.343750 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -331181.3 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -332487.812500 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -332487.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -332756.593750 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -332756.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -332975.562500 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -332975.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -333165.625000 Penalty: 2809.758545
	Iteration 4F: 3 clusters Score -333165.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -333336.093750 Penalty: 2809.758545
	Iteration 5Q: 3 clusters Score -333336.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -333485.906250 Penalty: 2809.758545
	Iteration 6Q: 3 clusters Score -333485.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -333640.531250 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -333640.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -333784.468750 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -333784.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -333912.937500 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -333912.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -334019.437500 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -334019.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -334124.218750 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -334124.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -334189.312500 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -334189.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -334241.156250 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -334241.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -334306.437500 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -334306.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -334354.500000 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -334354.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -334396.031250 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -334396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -334425.718750 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -334425.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -334451.718750 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -334451.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -334471.312500 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -334471.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -334483.281250 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -334483.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -334497.781250 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -334497.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -334514.312500 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -334514.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -334529.375000 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -334529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -334540.968750 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -334541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -334552.062500 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -334552.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -334558.062500 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -334558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -334564.031250 Penalty: 2809.758545
	Iteration 27Q: 3 clusters Score -334564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -334566.218750 Penalty: 2809.758545
	Iteration 28Q: 3 clusters Score -334566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -334567.625000 Penalty: 2809.758545
	Iteration 29Q: 3 clusters Score -334567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -334570.562500 Penalty: 2809.758545
	Iteration 30Q: 3 clusters Score -334570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -334574.375000 Penalty: 2809.758545
	Iteration 31Q: 3 clusters Score -334574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -334576.937500 Penalty: 2809.758545
	Iteration 32Q: 3 clusters Score -334576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -334579.375000 Penalty: 2809.758545
	Iteration 33Q: 3 clusters Score -334579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -334581.687500 Penalty: 2809.758545
	Iteration 34Q: 3 clusters Score -334581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -334583.781250 Penalty: 2809.758545
	Iteration 35Q: 3 clusters Score -334583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -334585.562500 Penalty: 2809.758545
	Iteration 36Q: 3 clusters Score -334585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -334587.156250 Penalty: 2809.758545
	Iteration 37Q: 3 clusters Score -334587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -334589.500000 Penalty: 2809.758545
	Iteration 38Q: 3 clusters Score -334589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -334592.968750 Penalty: 2809.758545
	Iteration 39Q: 3 clusters Score -334593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -334595.437500 Penalty: 2809.758545
	Iteration 40F: 3 clusters Score -334595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -334599.218750 Penalty: 2809.758545
	Iteration 41Q: 3 clusters Score -334599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -334602.437500 Penalty: 2809.758545
	Iteration 42Q: 3 clusters Score -334602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -334603.562500 Penalty: 2809.758545
	Iteration 43Q: 3 clusters Score -334603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -334604.406250 Penalty: 2809.758545
	Iteration 44Q: 3 clusters Score -334604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -334606.875000 Penalty: 2809.758545
	Iteration 45Q: 3 clusters Score -334606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -334609.406250 Penalty: 2809.758545
	Iteration 46Q: 3 clusters Score -334609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -334611.156250 Penalty: 2809.758545
	Iteration 47Q: 3 clusters Score -334611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -334612.000000 Penalty: 2809.758545
	Iteration 48Q: 3 clusters Score -334612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -334614.687500 Penalty: 2809.758545
	Iteration 49Q: 3 clusters Score -334614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -334615.218750 Penalty: 2809.758545
	Iteration 50Q: 3 clusters Score -334615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -334616.125000 Penalty: 2809.758545
	Iteration 51Q: 3 clusters Score -334616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -334616.000000 Penalty: 2809.758545
	Iteration 52Q: 3 clusters Score -334616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -334616.531250 Penalty: 2809.758545
	Iteration 53Q: 3 clusters Score -334616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -334616.531250 Penalty: 2809.758545
	Iteration 54F: 3 clusters Score -334616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Entering Unmasked Estep 
Score: -530558.125000 Penalty: 1497.086060
	Iteration 0F: 2 clusters Score -530558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -523350.875000 Penalty: 2994.172119
	Iteration 0F: 3 clusters Score -523350.9 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -525769.562500 Penalty: 2994.172119
	Iteration 1F: 3 clusters Score -525769.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -526123.812500 Penalty: 2994.172119
	Iteration 2F: 3 clusters Score -526123.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -526457.687500 Penalty: 2994.172119
	Iteration 3F: 3 clusters Score -526457.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -526857.000000 Penalty: 2994.172119
	Iteration 4F: 3 clusters Score -526857 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -527231.125000 Penalty: 2994.172119
	Iteration 5F: 3 clusters Score -527231.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -527533.812500 Penalty: 2994.172119
	Iteration 6F: 3 clusters Score -527533.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -527796.437500 Penalty: 2994.172119
	Iteration 7Q: 3 clusters Score -527796.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -528054.500000 Penalty: 2994.172119
	Iteration 8Q: 3 clusters Score -528054.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -528299.062500 Penalty: 2994.172119
	Iteration 9Q: 3 clusters Score -528299.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -528516.812500 Penalty: 2994.172119
	Iteration 10Q: 3 clusters Score -528516.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -528743.125000 Penalty: 2994.172119
	Iteration 11Q: 3 clusters Score -528743.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -528960.437500 Penalty: 2994.172119
	Iteration 12Q: 3 clusters Score -528960.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -529154.812500 Penalty: 2994.172119
	Iteration 13Q: 3 clusters Score -529154.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -529289.437500 Penalty: 2994.172119
	Iteration 14Q: 3 clusters Score -529289.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -529376.562500 Penalty: 2994.172119
	Iteration 15Q: 3 clusters Score -529376.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -529437.875000 Penalty: 2994.172119
	Iteration 16Q: 3 clusters Score -529437.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -529477.937500 Penalty: 2994.172119
	Iteration 17Q: 3 clusters Score -529477.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -529504.375000 Penalty: 2994.172119
	Iteration 18Q: 3 clusters Score -529504.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -529525.875000 Penalty: 2994.172119
	Iteration 19Q: 3 clusters Score -529525.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -529540.437500 Penalty: 2994.172119
	Iteration 20F: 3 clusters Score -529540.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -529555.875000 Penalty: 2994.172119
	Iteration 21Q: 3 clusters Score -529555.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -529570.750000 Penalty: 2994.172119
	Iteration 22Q: 3 clusters Score -529570.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -529592.187500 Penalty: 2994.172119
	Iteration 23Q: 3 clusters Score -529592.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -529611.187500 Penalty: 2994.172119
	Iteration 24Q: 3 clusters Score -529611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -529624.125000 Penalty: 2994.172119
	Iteration 25Q: 3 clusters Score -529624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -529632.750000 Penalty: 2994.172119
	Iteration 26Q: 3 clusters Score -529632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -529638.062500 Penalty: 2994.172119
	Iteration 27Q: 3 clusters Score -529638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -529644.812500 Penalty: 2994.172119
	Iteration 28Q: 3 clusters Score -529644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -529645.875000 Penalty: 2994.172119
	Iteration 29Q: 3 clusters Score -529645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -529646.937500 Penalty: 2994.172119
	Iteration 30Q: 3 clusters Score -529646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -529647.625000 Penalty: 2994.172119
	Iteration 31Q: 3 clusters Score -529647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -529648.750000 Penalty: 2994.172119
	Iteration 32Q: 3 clusters Score -529648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -529650.000000 Penalty: 2994.172119
	Iteration 33Q: 3 clusters Score -529650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -529651.562500 Penalty: 2994.172119
	Iteration 34Q: 3 clusters Score -529651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -529651.937500 Penalty: 2994.172119
	Iteration 35Q: 3 clusters Score -529651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -529653.062500 Penalty: 2994.172119
	Iteration 36Q: 3 clusters Score -529653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -529652.875000 Penalty: 2994.172119
	Iteration 37Q: 3 clusters Score -529652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -529654.437500 Penalty: 2994.172119
	Iteration 38Q: 3 clusters Score -529654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -529654.437500 Penalty: 2994.172119
	Iteration 39F: 3 clusters Score -529654.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -396953.937500 Penalty: 1446.028809
	Iteration 0F: 2 clusters Score -396953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -391522.218750 Penalty: 2892.057617
	Iteration 0F: 3 clusters Score -391522.2 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -393260.781250 Penalty: 2892.057617
	Iteration 1F: 3 clusters Score -393260.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -393470.781250 Penalty: 2892.057617
	Iteration 2F: 3 clusters Score -393470.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -393624.843750 Penalty: 2892.057617
	Iteration 3Q: 3 clusters Score -393624.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -393768.125000 Penalty: 2892.057617
	Iteration 4Q: 3 clusters Score -393768.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -393887.531250 Penalty: 2892.057617
	Iteration 5Q: 3 clusters Score -393887.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -394007.781250 Penalty: 2892.057617
	Iteration 6Q: 3 clusters Score -394007.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -394115.500000 Penalty: 2892.057617
	Iteration 7Q: 3 clusters Score -394115.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -394209.093750 Penalty: 2892.057617
	Iteration 8Q: 3 clusters Score -394209.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -394299.500000 Penalty: 2892.057617
	Iteration 9Q: 3 clusters Score -394299.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -394397.937500 Penalty: 2892.057617
	Iteration 10Q: 3 clusters Score -394397.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -394516.281250 Penalty: 2892.057617
	Iteration 11Q: 3 clusters Score -394516.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -394643.687500 Penalty: 2892.057617
	Iteration 12Q: 3 clusters Score -394643.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -394759.968750 Penalty: 2892.057617
	Iteration 13Q: 3 clusters Score -394760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -394897.375000 Penalty: 2892.057617
	Iteration 14Q: 3 clusters Score -394897.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -395052.625000 Penalty: 2892.057617
	Iteration 15Q: 3 clusters Score -395052.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -395231.656250 Penalty: 2892.057617
	Iteration 16Q: 3 clusters Score -395231.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -395349.906250 Penalty: 2892.057617
	Iteration 17Q: 3 clusters Score -395349.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -395447.281250 Penalty: 2892.057617
	Iteration 18Q: 3 clusters Score -395447.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -395499.843750 Penalty: 2892.057617
	Iteration 19Q: 3 clusters Score -395499.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -395545.812500 Penalty: 2892.057617
	Iteration 20F: 3 clusters Score -395545.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -395586.250000 Penalty: 2892.057617
	Iteration 21Q: 3 clusters Score -395586.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -395617.156250 Penalty: 2892.057617
	Iteration 22Q: 3 clusters Score -395617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -395630.125000 Penalty: 2892.057617
	Iteration 23Q: 3 clusters Score -395630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -395641.437500 Penalty: 2892.057617
	Iteration 24Q: 3 clusters Score -395641.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -395655.156250 Penalty: 2892.057617
	Iteration 25Q: 3 clusters Score -395655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -395669.250000 Penalty: 2892.057617
	Iteration 26Q: 3 clusters Score -395669.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -395684.468750 Penalty: 2892.057617
	Iteration 27Q: 3 clusters Score -395684.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -395694.093750 Penalty: 2892.057617
	Iteration 28Q: 3 clusters Score -395694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -395703.500000 Penalty: 2892.057617
	Iteration 29Q: 3 clusters Score -395703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -395711.500000 Penalty: 2892.057617
	Iteration 30Q: 3 clusters Score -395711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -395719.781250 Penalty: 2892.057617
	Iteration 31Q: 3 clusters Score -395719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -395724.750000 Penalty: 2892.057617
	Iteration 32Q: 3 clusters Score -395724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -395729.343750 Penalty: 2892.057617
	Iteration 33Q: 3 clusters Score -395729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -395730.218750 Penalty: 2892.057617
	Iteration 34Q: 3 clusters Score -395730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -395730.593750 Penalty: 2892.057617
	Iteration 35Q: 3 clusters Score -395730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -395730.593750 Penalty: 2892.057617
	Iteration 36F: 3 clusters Score -395730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -161423.890625 Penalty: 1280.814819
	Iteration 0F: 2 clusters Score -161423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -158895.125000 Penalty: 2561.629639
	Iteration 0F: 3 clusters Score -158895.1 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -159498.796875 Penalty: 2561.629639
	Iteration 1F: 3 clusters Score -159498.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -159634.203125 Penalty: 2561.629639
	Iteration 2F: 3 clusters Score -159634.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -159705.984375 Penalty: 2561.629639
	Iteration 3F: 3 clusters Score -159706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -159755.531250 Penalty: 2561.629639
	Iteration 4Q: 3 clusters Score -159755.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -159793.484375 Penalty: 2561.629639
	Iteration 5Q: 3 clusters Score -159793.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -159826.625000 Penalty: 2561.629639
	Iteration 6Q: 3 clusters Score -159826.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -159861.296875 Penalty: 2561.629639
	Iteration 7Q: 3 clusters Score -159861.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -159893.171875 Penalty: 2561.629639
	Iteration 8Q: 3 clusters Score -159893.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -159913.812500 Penalty: 2561.629639
	Iteration 9Q: 3 clusters Score -159913.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -159923.250000 Penalty: 2561.629639
	Iteration 10Q: 3 clusters Score -159923.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -159936.531250 Penalty: 2561.629639
	Iteration 11Q: 3 clusters Score -159936.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -159948.765625 Penalty: 2561.629639
	Iteration 12Q: 3 clusters Score -159948.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -159961.562500 Penalty: 2561.629639
	Iteration 13Q: 3 clusters Score -159961.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -159977.203125 Penalty: 2561.629639
	Iteration 14Q: 3 clusters Score -159977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -159996.687500 Penalty: 2561.629639
	Iteration 15Q: 3 clusters Score -159996.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -160013.796875 Penalty: 2561.629639
	Iteration 16Q: 3 clusters Score -160013.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -160025.484375 Penalty: 2561.629639
	Iteration 17Q: 3 clusters Score -160025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -160033.046875 Penalty: 2561.629639
	Iteration 18Q: 3 clusters Score -160033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -160042.484375 Penalty: 2561.629639
	Iteration 19Q: 3 clusters Score -160042.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -160050.500000 Penalty: 2561.629639
	Iteration 20F: 3 clusters Score -160050.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -160054.515625 Penalty: 2561.629639
	Iteration 21Q: 3 clusters Score -160054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -160057.328125 Penalty: 2561.629639
	Iteration 22Q: 3 clusters Score -160057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -160059.953125 Penalty: 2561.629639
	Iteration 23Q: 3 clusters Score -160060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -160062.375000 Penalty: 2561.629639
	Iteration 24Q: 3 clusters Score -160062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -160064.421875 Penalty: 2561.629639
	Iteration 25Q: 3 clusters Score -160064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -160066.453125 Penalty: 2561.629639
	Iteration 26Q: 3 clusters Score -160066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -160067.859375 Penalty: 2561.629639
	Iteration 27Q: 3 clusters Score -160067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -160070.656250 Penalty: 2561.629639
	Iteration 28Q: 3 clusters Score -160070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160072.296875 Penalty: 2561.629639
	Iteration 29Q: 3 clusters Score -160072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160073.265625 Penalty: 2561.629639
	Iteration 30Q: 3 clusters Score -160073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160073.875000 Penalty: 2561.629639
	Iteration 31Q: 3 clusters Score -160073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160074.859375 Penalty: 2561.629639
	Iteration 32Q: 3 clusters Score -160074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -160075.843750 Penalty: 2561.629639
	Iteration 33Q: 3 clusters Score -160075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160077.968750 Penalty: 2561.629639
	Iteration 34Q: 3 clusters Score -160078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160079.828125 Penalty: 2561.629639
	Iteration 35Q: 3 clusters Score -160079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -160082.281250 Penalty: 2561.629639
	Iteration 36Q: 3 clusters Score -160082.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160085.328125 Penalty: 2561.629639
	Iteration 37Q: 3 clusters Score -160085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160088.031250 Penalty: 2561.629639
	Iteration 38Q: 3 clusters Score -160088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -160090.546875 Penalty: 2561.629639
	Iteration 39Q: 3 clusters Score -160090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160092.609375 Penalty: 2561.629639
	Iteration 40F: 3 clusters Score -160092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -160094.453125 Penalty: 2561.629639
	Iteration 41Q: 3 clusters Score -160094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -160096.250000 Penalty: 2561.629639
	Iteration 42Q: 3 clusters Score -160096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -160096.640625 Penalty: 2561.629639
	Iteration 43Q: 3 clusters Score -160096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -160097.515625 Penalty: 2561.629639
	Iteration 44Q: 3 clusters Score -160097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -160098.171875 Penalty: 2561.629639
	Iteration 45Q: 3 clusters Score -160098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -160098.171875 Penalty: 2561.629639
	Iteration 46F: 3 clusters Score -160098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -145521.046875 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -145521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -142756.296875 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -142756.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -143563.625000 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -143563.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -143808.781250 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -143808.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -144035.828125 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -144035.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -144230.953125 Penalty: 2607.121582
	Iteration 4F: 3 clusters Score -144231 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -144359.015625 Penalty: 2607.121582
	Iteration 5F: 3 clusters Score -144359 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -144453.000000 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -144453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -144522.546875 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -144522.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -144562.703125 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -144562.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -144599.671875 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -144599.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -144626.937500 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -144626.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -144642.812500 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -144642.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -144649.750000 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -144649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -144653.984375 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -144654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -144657.890625 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -144657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -144660.968750 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -144661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -144663.343750 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -144663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -144664.984375 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -144665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -144666.843750 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -144666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -144667.453125 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -144667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -144668.953125 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -144669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -144669.750000 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -144669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -144670.500000 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -144670.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -144674.828125 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -144674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -144677.500000 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -144677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -144679.484375 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -144679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -144683.531250 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -144683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -144689.796875 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -144689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -144698.671875 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -144698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -144706.562500 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -144706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -144712.656250 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -144712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -144717.906250 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -144717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -144719.718750 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -144719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -144720.343750 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -144720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144720.703125 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -144720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144721.250000 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -144721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144721.250000 Penalty: 2607.121582
	Iteration 36F: 3 clusters Score -144721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -358256.156250 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -358256.2 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 2966 members 
Entering Unmasked Estep 
Score: -353582.468750 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -353582.5 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -355047.468750 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -355047.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -355305.187500 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -355305.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -355474.031250 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -355474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -355594.812500 Penalty: 2830.468994
	Iteration 4Q: 3 clusters Score -355594.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -355694.687500 Penalty: 2830.468994
	Iteration 5Q: 3 clusters Score -355694.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -355793.937500 Penalty: 2830.468994
	Iteration 6Q: 3 clusters Score -355793.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -355896.250000 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -355896.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -355972.812500 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -355972.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -356043.593750 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -356043.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -356116.656250 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -356116.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356194.062500 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -356194.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356291.687500 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -356291.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -356379.375000 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -356379.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -356476.437500 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -356476.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -356576.406250 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -356576.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -356663.781250 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -356663.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -356736.062500 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -356736.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -356808.156250 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -356808.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -356868.812500 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -356868.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -356911.500000 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -356911.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -356945.343750 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -356945.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -356984.906250 Penalty: 2830.468994
	Iteration 22Q: 3 clusters Score -356984.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -357013.437500 Penalty: 2830.468994
	Iteration 23Q: 3 clusters Score -357013.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -357030.593750 Penalty: 2830.468994
	Iteration 24Q: 3 clusters Score -357030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -357042.843750 Penalty: 2830.468994
	Iteration 25Q: 3 clusters Score -357042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -357051.093750 Penalty: 2830.468994
	Iteration 26Q: 3 clusters Score -357051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -357052.250000 Penalty: 2830.468994
	Iteration 27Q: 3 clusters Score -357052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -357053.468750 Penalty: 2830.468994
	Iteration 28Q: 3 clusters Score -357053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -357053.468750 Penalty: 2830.468994
	Iteration 29F: 3 clusters Score -357053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -99217.484375 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -99217.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -97173.226562 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -97173.23 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -97634.179688 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -97634.18 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97746.820312 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -97746.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -97795.906250 Penalty: 2467.519043
	Iteration 3Q: 3 clusters Score -97795.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97829.179688 Penalty: 2467.519043
	Iteration 4Q: 3 clusters Score -97829.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -97849.109375 Penalty: 2467.519043
	Iteration 5Q: 3 clusters Score -97849.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97862.875000 Penalty: 2467.519043
	Iteration 6Q: 3 clusters Score -97862.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -97871.789062 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -97871.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -97874.835938 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -97874.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97878.484375 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -97878.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -97882.750000 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -97882.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -97888.031250 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -97888.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -97891.640625 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -97891.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -97894.015625 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -97894.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -97897.773438 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -97897.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -97901.835938 Penalty: 2467.519043
	Iteration 15Q: 3 clusters Score -97901.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -97904.250000 Penalty: 2467.519043
	Iteration 16Q: 3 clusters Score -97904.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -97905.992188 Penalty: 2467.519043
	Iteration 17Q: 3 clusters Score -97905.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -97907.164062 Penalty: 2467.519043
	Iteration 18Q: 3 clusters Score -97907.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97908.257812 Penalty: 2467.519043
	Iteration 19Q: 3 clusters Score -97908.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -97909.835938 Penalty: 2467.519043
	Iteration 20F: 3 clusters Score -97909.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -97911.843750 Penalty: 2467.519043
	Iteration 21Q: 3 clusters Score -97911.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97915.320312 Penalty: 2467.519043
	Iteration 22Q: 3 clusters Score -97915.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -97917.531250 Penalty: 2467.519043
	Iteration 23Q: 3 clusters Score -97917.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -97920.132812 Penalty: 2467.519043
	Iteration 24Q: 3 clusters Score -97920.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97921.656250 Penalty: 2467.519043
	Iteration 25Q: 3 clusters Score -97921.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97922.882812 Penalty: 2467.519043
	Iteration 26Q: 3 clusters Score -97922.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97923.812500 Penalty: 2467.519043
	Iteration 27Q: 3 clusters Score -97923.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97924.914062 Penalty: 2467.519043
	Iteration 28Q: 3 clusters Score -97924.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97926.000000 Penalty: 2467.519043
	Iteration 29Q: 3 clusters Score -97926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -97926.781250 Penalty: 2467.519043
	Iteration 30Q: 3 clusters Score -97926.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -97929.226562 Penalty: 2467.519043
	Iteration 31Q: 3 clusters Score -97929.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97930.328125 Penalty: 2467.519043
	Iteration 32Q: 3 clusters Score -97930.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -97931.875000 Penalty: 2467.519043
	Iteration 33Q: 3 clusters Score -97931.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -97933.062500 Penalty: 2467.519043
	Iteration 34Q: 3 clusters Score -97933.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -97933.062500 Penalty: 2467.519043
	Iteration 35F: 3 clusters Score -97933.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Entering Unmasked Estep 
Score: -3955174.500000 Penalty: 1808.473877
	Iteration 0F: 2 clusters Score -3955174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -3909770.750000 Penalty: 3616.947754
	Iteration 0F: 3 clusters Score -3909771 nChanged 31902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -3928196.000000 Penalty: 3616.947754
	Iteration 1F: 3 clusters Score -3928196 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3929174.750000 Penalty: 3616.947754
	Iteration 2Q: 3 clusters Score -3929175 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -3930517.750000 Penalty: 3616.947754
	Iteration 3Q: 3 clusters Score -3930518 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -3932245.000000 Penalty: 3616.947754
	Iteration 4Q: 3 clusters Score -3932245 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -3934342.000000 Penalty: 3616.947754
	Iteration 5F: 3 clusters Score -3934342 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -3936771.750000 Penalty: 3616.947754
	Iteration 6F: 3 clusters Score -3936772 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -3939380.500000 Penalty: 3616.947754
	Iteration 7F: 3 clusters Score -3939380 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -3941672.000000 Penalty: 3616.947754
	Iteration 8F: 3 clusters Score -3941672 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -3943344.250000 Penalty: 3616.947754
	Iteration 9Q: 3 clusters Score -3943344 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -3944412.000000 Penalty: 3616.947754
	Iteration 10Q: 3 clusters Score -3944412 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -3945064.500000 Penalty: 3616.947754
	Iteration 11Q: 3 clusters Score -3945064 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -3945576.000000 Penalty: 3616.947754
	Iteration 12Q: 3 clusters Score -3945576 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -3945993.250000 Penalty: 3616.947754
	Iteration 13Q: 3 clusters Score -3945993 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -3946423.250000 Penalty: 3616.947754
	Iteration 14Q: 3 clusters Score -3946423 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -3946835.000000 Penalty: 3616.947754
	Iteration 15Q: 3 clusters Score -3946835 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -3947243.250000 Penalty: 3616.947754
	Iteration 16Q: 3 clusters Score -3947243 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -3947708.500000 Penalty: 3616.947754
	Iteration 17Q: 3 clusters Score -3947708 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -3948210.500000 Penalty: 3616.947754
	Iteration 18Q: 3 clusters Score -3948210 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -3948768.250000 Penalty: 3616.947754
	Iteration 19Q: 3 clusters Score -3948768 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -3949414.250000 Penalty: 3616.947754
	Iteration 20F: 3 clusters Score -3949414 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -3950129.000000 Penalty: 3616.947754
	Iteration 21Q: 3 clusters Score -3950129 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -3950932.500000 Penalty: 3616.947754
	Iteration 22Q: 3 clusters Score -3950932 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -3951679.500000 Penalty: 3616.947754
	Iteration 23Q: 3 clusters Score -3951680 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -3952327.250000 Penalty: 3616.947754
	Iteration 24Q: 3 clusters Score -3952327 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -3952788.000000 Penalty: 3616.947754
	Iteration 25Q: 3 clusters Score -3952788 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -3953067.250000 Penalty: 3616.947754
	Iteration 26Q: 3 clusters Score -3953067 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -3953268.250000 Penalty: 3616.947754
	Iteration 27Q: 3 clusters Score -3953268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -3953367.250000 Penalty: 3616.947754
	Iteration 28Q: 3 clusters Score -3953367 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -3953430.000000 Penalty: 3616.947754
	Iteration 29Q: 3 clusters Score -3953430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -3953488.500000 Penalty: 3616.947754
	Iteration 30Q: 3 clusters Score -3953488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -3953521.750000 Penalty: 3616.947754
	Iteration 31Q: 3 clusters Score -3953522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -3953553.000000 Penalty: 3616.947754
	Iteration 32Q: 3 clusters Score -3953553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -3953579.500000 Penalty: 3616.947754
	Iteration 33Q: 3 clusters Score -3953580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -3953606.250000 Penalty: 3616.947754
	Iteration 34Q: 3 clusters Score -3953606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -3953623.250000 Penalty: 3616.947754
	Iteration 35Q: 3 clusters Score -3953623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -3953646.750000 Penalty: 3616.947754
	Iteration 36Q: 3 clusters Score -3953647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -3953661.500000 Penalty: 3616.947754
	Iteration 37Q: 3 clusters Score -3953662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -3953678.000000 Penalty: 3616.947754
	Iteration 38Q: 3 clusters Score -3953678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -3953690.000000 Penalty: 3616.947754
	Iteration 39Q: 3 clusters Score -3953690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -3953694.250000 Penalty: 3616.947754
	Iteration 40F: 3 clusters Score -3953694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -3953697.250000 Penalty: 3616.947754
	Iteration 41Q: 3 clusters Score -3953697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -3953697.500000 Penalty: 3616.947754
	Iteration 42Q: 3 clusters Score -3953698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -3953699.000000 Penalty: 3616.947754
	Iteration 43Q: 3 clusters Score -3953699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -3953700.250000 Penalty: 3616.947754
	Iteration 44Q: 3 clusters Score -3953700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -3953702.500000 Penalty: 3616.947754
	Iteration 45Q: 3 clusters Score -3953702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -3953702.000000 Penalty: 3616.947754
	Iteration 46Q: 3 clusters Score -3953702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -3953702.750000 Penalty: 3616.947754
	Iteration 47Q: 3 clusters Score -3953703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -3953703.500000 Penalty: 3616.947754
	Iteration 48Q: 3 clusters Score -3953704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -3953706.250000 Penalty: 3616.947754
	Iteration 49Q: 3 clusters Score -3953706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -3953712.000000 Penalty: 3616.947754
	Iteration 50Q: 3 clusters Score -3953712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -3953719.000000 Penalty: 3616.947754
	Iteration 51Q: 3 clusters Score -3953719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -3953720.250000 Penalty: 3616.947754
	Iteration 52Q: 3 clusters Score -3953720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -3953725.250000 Penalty: 3616.947754
	Iteration 53Q: 3 clusters Score -3953725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -3953725.000000 Penalty: 3616.947754
	Iteration 54Q: 3 clusters Score -3953725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -3953728.000000 Penalty: 3616.947754
	Iteration 55Q: 3 clusters Score -3953728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -3953730.000000 Penalty: 3616.947754
	Iteration 56Q: 3 clusters Score -3953730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -3953740.750000 Penalty: 3616.947754
	Iteration 57Q: 3 clusters Score -3953741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -3953741.000000 Penalty: 3616.947754
	Iteration 58Q: 3 clusters Score -3953741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -3953743.250000 Penalty: 3616.947754
	Iteration 59Q: 3 clusters Score -3953743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -3953744.750000 Penalty: 3616.947754
	Iteration 60F: 3 clusters Score -3953745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -3953748.000000 Penalty: 3616.947754
	Iteration 61Q: 3 clusters Score -3953748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -3953748.000000 Penalty: 3616.947754
	Iteration 62Q: 3 clusters Score -3953748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -3953748.000000 Penalty: 3616.947754
	Iteration 63F: 3 clusters Score -3953748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Entering Unmasked Estep 
Score: -1460042.250000 Penalty: 1641.583374
	Iteration 0F: 2 clusters Score -1460042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1443778.875000 Penalty: 3283.166748
	Iteration 0F: 3 clusters Score -1443779 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1449812.875000 Penalty: 3283.166748
	Iteration 1F: 3 clusters Score -1449813 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1450258.750000 Penalty: 3283.166748
	Iteration 2Q: 3 clusters Score -1450259 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1450745.000000 Penalty: 3283.166748
	Iteration 3Q: 3 clusters Score -1450745 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1451370.250000 Penalty: 3283.166748
	Iteration 4F: 3 clusters Score -1451370 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1452099.750000 Penalty: 3283.166748
	Iteration 5F: 3 clusters Score -1452100 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1452900.375000 Penalty: 3283.166748
	Iteration 6F: 3 clusters Score -1452900 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1453799.875000 Penalty: 3283.166748
	Iteration 7F: 3 clusters Score -1453800 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1454776.500000 Penalty: 3283.166748
	Iteration 8F: 3 clusters Score -1454776 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1455849.875000 Penalty: 3283.166748
	Iteration 9F: 3 clusters Score -1455850 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1456841.250000 Penalty: 3283.166748
	Iteration 10Q: 3 clusters Score -1456841 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1457600.750000 Penalty: 3283.166748
	Iteration 11Q: 3 clusters Score -1457601 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1458035.500000 Penalty: 3283.166748
	Iteration 12Q: 3 clusters Score -1458036 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1458314.750000 Penalty: 3283.166748
	Iteration 13Q: 3 clusters Score -1458315 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1458486.875000 Penalty: 3283.166748
	Iteration 14Q: 3 clusters Score -1458487 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1458588.500000 Penalty: 3283.166748
	Iteration 15Q: 3 clusters Score -1458588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1458664.375000 Penalty: 3283.166748
	Iteration 16Q: 3 clusters Score -1458664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1458711.500000 Penalty: 3283.166748
	Iteration 17Q: 3 clusters Score -1458712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1458746.000000 Penalty: 3283.166748
	Iteration 18Q: 3 clusters Score -1458746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1458771.125000 Penalty: 3283.166748
	Iteration 19Q: 3 clusters Score -1458771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1458788.500000 Penalty: 3283.166748
	Iteration 20F: 3 clusters Score -1458788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1458805.000000 Penalty: 3283.166748
	Iteration 21Q: 3 clusters Score -1458805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1458811.625000 Penalty: 3283.166748
	Iteration 22Q: 3 clusters Score -1458812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1458819.125000 Penalty: 3283.166748
	Iteration 23Q: 3 clusters Score -1458819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1458823.875000 Penalty: 3283.166748
	Iteration 24Q: 3 clusters Score -1458824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1458822.500000 Penalty: 3283.166748
	Iteration 25Q: 3 clusters Score -1458822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1458825.375000 Penalty: 3283.166748
	Iteration 26Q: 3 clusters Score -1458825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1458825.875000 Penalty: 3283.166748
	Iteration 27Q: 3 clusters Score -1458826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1458827.250000 Penalty: 3283.166748
	Iteration 28Q: 3 clusters Score -1458827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1458832.375000 Penalty: 3283.166748
	Iteration 29Q: 3 clusters Score -1458832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1458831.375000 Penalty: 3283.166748
	Iteration 30Q: 3 clusters Score -1458831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1458836.500000 Penalty: 3283.166748
	Iteration 31Q: 3 clusters Score -1458836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1458837.375000 Penalty: 3283.166748
	Iteration 32Q: 3 clusters Score -1458837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1458840.000000 Penalty: 3283.166748
	Iteration 33Q: 3 clusters Score -1458840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1458841.000000 Penalty: 3283.166748
	Iteration 34Q: 3 clusters Score -1458841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1458843.125000 Penalty: 3283.166748
	Iteration 35Q: 3 clusters Score -1458843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1458843.500000 Penalty: 3283.166748
	Iteration 36Q: 3 clusters Score -1458844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1458842.125000 Penalty: 3283.166748
	Iteration 37Q: 3 clusters Score -1458842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1458842.125000 Penalty: 3283.166748
	Iteration 38F: 3 clusters Score -1458842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -463045.000000 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -463045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -456934.281250 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -456934.3 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -458949.468750 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -458949.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -459255.781250 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -459255.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -459506.343750 Penalty: 2938.162598
	Iteration 3F: 3 clusters Score -459506.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -459749.250000 Penalty: 2938.162598
	Iteration 4F: 3 clusters Score -459749.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -460001.187500 Penalty: 2938.162598
	Iteration 5Q: 3 clusters Score -460001.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -460294.625000 Penalty: 2938.162598
	Iteration 6Q: 3 clusters Score -460294.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -460611.750000 Penalty: 2938.162598
	Iteration 7F: 3 clusters Score -460611.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -460927.218750 Penalty: 2938.162598
	Iteration 8Q: 3 clusters Score -460927.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -461187.812500 Penalty: 2938.162598
	Iteration 9Q: 3 clusters Score -461187.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -461394.375000 Penalty: 2938.162598
	Iteration 10Q: 3 clusters Score -461394.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -461518.156250 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -461518.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -461607.812500 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -461607.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -461663.562500 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -461663.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -461703.843750 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -461703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -461737.062500 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -461737.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -461759.156250 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -461759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -461771.812500 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -461771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -461776.906250 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -461776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -461778.000000 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -461778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -461779.812500 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -461779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -656339.750000 Penalty: 1517.658447
	Iteration 0F: 2 clusters Score -656339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -648256.750000 Penalty: 3035.316895
	Iteration 0F: 3 clusters Score -648256.8 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -651306.312500 Penalty: 3035.316895
	Iteration 1F: 3 clusters Score -651306.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -651881.375000 Penalty: 3035.316895
	Iteration 2F: 3 clusters Score -651881.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -652427.937500 Penalty: 3035.316895
	Iteration 3F: 3 clusters Score -652427.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -652999.875000 Penalty: 3035.316895
	Iteration 4F: 3 clusters Score -652999.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -653551.250000 Penalty: 3035.316895
	Iteration 5F: 3 clusters Score -653551.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -654032.875000 Penalty: 3035.316895
	Iteration 6F: 3 clusters Score -654032.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -654520.625000 Penalty: 3035.316895
	Iteration 7F: 3 clusters Score -654520.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -654950.875000 Penalty: 3035.316895
	Iteration 8Q: 3 clusters Score -654950.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -655359.375000 Penalty: 3035.316895
	Iteration 9Q: 3 clusters Score -655359.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -655693.437500 Penalty: 3035.316895
	Iteration 10Q: 3 clusters Score -655693.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -655998.125000 Penalty: 3035.316895
	Iteration 11Q: 3 clusters Score -655998.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -656243.062500 Penalty: 3035.316895
	Iteration 12Q: 3 clusters Score -656243.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -656412.500000 Penalty: 3035.316895
	Iteration 13Q: 3 clusters Score -656412.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -656522.500000 Penalty: 3035.316895
	Iteration 14Q: 3 clusters Score -656522.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -656594.500000 Penalty: 3035.316895
	Iteration 15Q: 3 clusters Score -656594.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -656641.562500 Penalty: 3035.316895
	Iteration 16Q: 3 clusters Score -656641.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -656677.562500 Penalty: 3035.316895
	Iteration 17Q: 3 clusters Score -656677.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -656696.437500 Penalty: 3035.316895
	Iteration 18Q: 3 clusters Score -656696.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -656709.437500 Penalty: 3035.316895
	Iteration 19Q: 3 clusters Score -656709.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -656714.062500 Penalty: 3035.316895
	Iteration 20F: 3 clusters Score -656714.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -656719.562500 Penalty: 3035.316895
	Iteration 21Q: 3 clusters Score -656719.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -656722.000000 Penalty: 3035.316895
	Iteration 22Q: 3 clusters Score -656722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -656724.812500 Penalty: 3035.316895
	Iteration 23Q: 3 clusters Score -656724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -656725.062500 Penalty: 3035.316895
	Iteration 24Q: 3 clusters Score -656725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -656725.375000 Penalty: 3035.316895
	Iteration 25Q: 3 clusters Score -656725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -656726.187500 Penalty: 3035.316895
	Iteration 26Q: 3 clusters Score -656726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -656726.937500 Penalty: 3035.316895
	Iteration 27Q: 3 clusters Score -656726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -656726.625000 Penalty: 3035.316895
	Iteration 28Q: 3 clusters Score -656726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -656726.812500 Penalty: 3035.316895
	Iteration 29Q: 3 clusters Score -656726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -656726.500000 Penalty: 3035.316895
	Iteration 30Q: 3 clusters Score -656726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -656727.062500 Penalty: 3035.316895
	Iteration 31Q: 3 clusters Score -656727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -656729.625000 Penalty: 3035.316895
	Iteration 32Q: 3 clusters Score -656729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -656728.875000 Penalty: 3035.316895
	Iteration 33Q: 3 clusters Score -656728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -656729.375000 Penalty: 3035.316895
	Iteration 34Q: 3 clusters Score -656729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -656727.875000 Penalty: 3035.316895
	Iteration 35Q: 3 clusters Score -656727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -656729.625000 Penalty: 3035.316895
	Iteration 36Q: 3 clusters Score -656729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -656731.000000 Penalty: 3035.316895
	Iteration 37Q: 3 clusters Score -656731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -656730.125000 Penalty: 3035.316895
	Iteration 38Q: 3 clusters Score -656730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -656730.562500 Penalty: 3035.316895
	Iteration 39Q: 3 clusters Score -656730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -656728.562500 Penalty: 3035.316895
	Iteration 40F: 3 clusters Score -656728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -656730.187500 Penalty: 3035.316895
	Iteration 41Q: 3 clusters Score -656730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -656730.250000 Penalty: 3035.316895
	Iteration 42Q: 3 clusters Score -656730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -656732.500000 Penalty: 3035.316895
	Iteration 43Q: 3 clusters Score -656732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -656731.937500 Penalty: 3035.316895
	Iteration 44Q: 3 clusters Score -656731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -656732.062500 Penalty: 3035.316895
	Iteration 45Q: 3 clusters Score -656732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -656732.062500 Penalty: 3035.316895
	Iteration 46F: 3 clusters Score -656732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
Score: -10559041.000000 Penalty: 35575.000000
Splitting cluster 12 changes total score from -10559140.000000 to -10559041.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Entering Unmasked Estep 
Score: -955054.312500 Penalty: 1581.631104
	Iteration 0F: 2 clusters Score -955054.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -943422.250000 Penalty: 3163.262207
	Iteration 0F: 3 clusters Score -943422.2 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -947889.375000 Penalty: 3163.262207
	Iteration 1F: 3 clusters Score -947889.4 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -948703.312500 Penalty: 3163.262207
	Iteration 2F: 3 clusters Score -948703.3 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -949560.625000 Penalty: 3163.262207
	Iteration 3F: 3 clusters Score -949560.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -950238.000000 Penalty: 3163.262207
	Iteration 4F: 3 clusters Score -950238 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -950746.812500 Penalty: 3163.262207
	Iteration 5F: 3 clusters Score -950746.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -951189.562500 Penalty: 3163.262207
	Iteration 6Q: 3 clusters Score -951189.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -951601.250000 Penalty: 3163.262207
	Iteration 7Q: 3 clusters Score -951601.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -951973.062500 Penalty: 3163.262207
	Iteration 8Q: 3 clusters Score -951973.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -952289.437500 Penalty: 3163.262207
	Iteration 9Q: 3 clusters Score -952289.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -952550.187500 Penalty: 3163.262207
	Iteration 10Q: 3 clusters Score -952550.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -952781.750000 Penalty: 3163.262207
	Iteration 11Q: 3 clusters Score -952781.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -953028.125000 Penalty: 3163.262207
	Iteration 12Q: 3 clusters Score -953028.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -953254.687500 Penalty: 3163.262207
	Iteration 13Q: 3 clusters Score -953254.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -953454.875000 Penalty: 3163.262207
	Iteration 14Q: 3 clusters Score -953454.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -953632.812500 Penalty: 3163.262207
	Iteration 15Q: 3 clusters Score -953632.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -953782.625000 Penalty: 3163.262207
	Iteration 16Q: 3 clusters Score -953782.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -953897.812500 Penalty: 3163.262207
	Iteration 17Q: 3 clusters Score -953897.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -953986.812500 Penalty: 3163.262207
	Iteration 18Q: 3 clusters Score -953986.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -954060.875000 Penalty: 3163.262207
	Iteration 19Q: 3 clusters Score -954060.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -954131.812500 Penalty: 3163.262207
	Iteration 20F: 3 clusters Score -954131.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -954182.125000 Penalty: 3163.262207
	Iteration 21Q: 3 clusters Score -954182.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -954221.625000 Penalty: 3163.262207
	Iteration 22Q: 3 clusters Score -954221.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -954260.125000 Penalty: 3163.262207
	Iteration 23Q: 3 clusters Score -954260.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -954282.562500 Penalty: 3163.262207
	Iteration 24Q: 3 clusters Score -954282.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -954315.812500 Penalty: 3163.262207
	Iteration 25Q: 3 clusters Score -954315.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -954348.875000 Penalty: 3163.262207
	Iteration 26Q: 3 clusters Score -954348.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -954365.000000 Penalty: 3163.262207
	Iteration 27Q: 3 clusters Score -954365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -954387.937500 Penalty: 3163.262207
	Iteration 28Q: 3 clusters Score -954387.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -954409.500000 Penalty: 3163.262207
	Iteration 29Q: 3 clusters Score -954409.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -954425.500000 Penalty: 3163.262207
	Iteration 30Q: 3 clusters Score -954425.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -954440.750000 Penalty: 3163.262207
	Iteration 31Q: 3 clusters Score -954440.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -954458.875000 Penalty: 3163.262207
	Iteration 32Q: 3 clusters Score -954458.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -954470.812500 Penalty: 3163.262207
	Iteration 33Q: 3 clusters Score -954470.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -954482.687500 Penalty: 3163.262207
	Iteration 34Q: 3 clusters Score -954482.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -954499.687500 Penalty: 3163.262207
	Iteration 35Q: 3 clusters Score -954499.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -954510.437500 Penalty: 3163.262207
	Iteration 36Q: 3 clusters Score -954510.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -954521.375000 Penalty: 3163.262207
	Iteration 37Q: 3 clusters Score -954521.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -954533.062500 Penalty: 3163.262207
	Iteration 38Q: 3 clusters Score -954533.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -954541.125000 Penalty: 3163.262207
	Iteration 39Q: 3 clusters Score -954541.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -954550.062500 Penalty: 3163.262207
	Iteration 40F: 3 clusters Score -954550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -954555.625000 Penalty: 3163.262207
	Iteration 41Q: 3 clusters Score -954555.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -954562.437500 Penalty: 3163.262207
	Iteration 42Q: 3 clusters Score -954562.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -954570.250000 Penalty: 3163.262207
	Iteration 43Q: 3 clusters Score -954570.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -954579.437500 Penalty: 3163.262207
	Iteration 44Q: 3 clusters Score -954579.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -954584.375000 Penalty: 3163.262207
	Iteration 45Q: 3 clusters Score -954584.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -954588.937500 Penalty: 3163.262207
	Iteration 46Q: 3 clusters Score -954588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -954589.687500 Penalty: 3163.262207
	Iteration 47Q: 3 clusters Score -954589.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -954592.375000 Penalty: 3163.262207
	Iteration 48Q: 3 clusters Score -954592.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -954595.625000 Penalty: 3163.262207
	Iteration 49Q: 3 clusters Score -954595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -954597.625000 Penalty: 3163.262207
	Iteration 50Q: 3 clusters Score -954597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -954597.562500 Penalty: 3163.262207
	Iteration 51Q: 3 clusters Score -954597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -954601.187500 Penalty: 3163.262207
	Iteration 52Q: 3 clusters Score -954601.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -954602.250000 Penalty: 3163.262207
	Iteration 53Q: 3 clusters Score -954602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -954602.750000 Penalty: 3163.262207
	Iteration 54Q: 3 clusters Score -954602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -954603.312500 Penalty: 3163.262207
	Iteration 55Q: 3 clusters Score -954603.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -954604.375000 Penalty: 3163.262207
	Iteration 56Q: 3 clusters Score -954604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -954605.437500 Penalty: 3163.262207
	Iteration 57Q: 3 clusters Score -954605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -954606.312500 Penalty: 3163.262207
	Iteration 58Q: 3 clusters Score -954606.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -954606.750000 Penalty: 3163.262207
	Iteration 59Q: 3 clusters Score -954606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -954607.562500 Penalty: 3163.262207
	Iteration 60F: 3 clusters Score -954607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -954609.625000 Penalty: 3163.262207
	Iteration 61Q: 3 clusters Score -954609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -954612.437500 Penalty: 3163.262207
	Iteration 62Q: 3 clusters Score -954612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -954610.625000 Penalty: 3163.262207
	Iteration 63Q: 3 clusters Score -954610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -954608.687500 Penalty: 3163.262207
	Iteration 64Q: 3 clusters Score -954608.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -954613.625000 Penalty: 3163.262207
	Iteration 65Q: 3 clusters Score -954613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -954614.500000 Penalty: 3163.262207
	Iteration 66Q: 3 clusters Score -954614.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -954616.000000 Penalty: 3163.262207
	Iteration 67Q: 3 clusters Score -954616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -954620.875000 Penalty: 3163.262207
	Iteration 68Q: 3 clusters Score -954620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -954619.687500 Penalty: 3163.262207
	Iteration 69Q: 3 clusters Score -954619.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -954626.875000 Penalty: 3163.262207
	Iteration 70Q: 3 clusters Score -954626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -954627.062500 Penalty: 3163.262207
	Iteration 71Q: 3 clusters Score -954627.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -954632.375000 Penalty: 3163.262207
	Iteration 72Q: 3 clusters Score -954632.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -954635.125000 Penalty: 3163.262207
	Iteration 73Q: 3 clusters Score -954635.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -954637.250000 Penalty: 3163.262207
	Iteration 74Q: 3 clusters Score -954637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -954637.937500 Penalty: 3163.262207
	Iteration 75Q: 3 clusters Score -954637.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -954639.687500 Penalty: 3163.262207
	Iteration 76Q: 3 clusters Score -954639.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -954639.812500 Penalty: 3163.262207
	Iteration 77Q: 3 clusters Score -954639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -954643.812500 Penalty: 3163.262207
	Iteration 78Q: 3 clusters Score -954643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -954644.687500 Penalty: 3163.262207
	Iteration 79Q: 3 clusters Score -954644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -954645.625000 Penalty: 3163.262207
	Iteration 80F: 3 clusters Score -954645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -954644.812500 Penalty: 3163.262207
	Iteration 81Q: 3 clusters Score -954644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -954645.750000 Penalty: 3163.262207
	Iteration 82Q: 3 clusters Score -954645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -954645.312500 Penalty: 3163.262207
	Iteration 83Q: 3 clusters Score -954645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -954646.375000 Penalty: 3163.262207
	Iteration 84Q: 3 clusters Score -954646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -954648.062500 Penalty: 3163.262207
	Iteration 85Q: 3 clusters Score -954648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -954652.125000 Penalty: 3163.262207
	Iteration 86Q: 3 clusters Score -954652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -954652.312500 Penalty: 3163.262207
	Iteration 87Q: 3 clusters Score -954652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -954653.562500 Penalty: 3163.262207
	Iteration 88Q: 3 clusters Score -954653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -954653.250000 Penalty: 3163.262207
	Iteration 89Q: 3 clusters Score -954653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -954652.750000 Penalty: 3163.262207
	Iteration 90Q: 3 clusters Score -954652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -954652.812500 Penalty: 3163.262207
	Iteration 91Q: 3 clusters Score -954652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -954654.625000 Penalty: 3163.262207
	Iteration 92Q: 3 clusters Score -954654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -954656.187500 Penalty: 3163.262207
	Iteration 93Q: 3 clusters Score -954656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -954656.250000 Penalty: 3163.262207
	Iteration 94Q: 3 clusters Score -954656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -954655.125000 Penalty: 3163.262207
	Iteration 95Q: 3 clusters Score -954655.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -954657.187500 Penalty: 3163.262207
	Iteration 96Q: 3 clusters Score -954657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -954655.500000 Penalty: 3163.262207
	Iteration 97Q: 3 clusters Score -954655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -954659.937500 Penalty: 3163.262207
	Iteration 98Q: 3 clusters Score -954659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -954661.437500 Penalty: 3163.262207
	Iteration 99Q: 3 clusters Score -954661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -954660.500000 Penalty: 3163.262207
	Iteration 100F: 3 clusters Score -954660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -954661.062500 Penalty: 3163.262207
	Iteration 101Q: 3 clusters Score -954661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -954662.312500 Penalty: 3163.262207
	Iteration 102Q: 3 clusters Score -954662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -954664.312500 Penalty: 3163.262207
	Iteration 103Q: 3 clusters Score -954664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -954664.000000 Penalty: 3163.262207
	Iteration 104Q: 3 clusters Score -954664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -954662.875000 Penalty: 3163.262207
	Iteration 105Q: 3 clusters Score -954662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -954663.062500 Penalty: 3163.262207
	Iteration 106Q: 3 clusters Score -954663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -954662.500000 Penalty: 3163.262207
	Iteration 107Q: 3 clusters Score -954662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -954663.437500 Penalty: 3163.262207
	Iteration 108Q: 3 clusters Score -954663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -954665.937500 Penalty: 3163.262207
	Iteration 109Q: 3 clusters Score -954665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -954667.875000 Penalty: 3163.262207
	Iteration 110Q: 3 clusters Score -954667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -954669.875000 Penalty: 3163.262207
	Iteration 111Q: 3 clusters Score -954669.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -954670.375000 Penalty: 3163.262207
	Iteration 112Q: 3 clusters Score -954670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -954672.937500 Penalty: 3163.262207
	Iteration 113Q: 3 clusters Score -954672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -954678.187500 Penalty: 3163.262207
	Iteration 114Q: 3 clusters Score -954678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -954683.437500 Penalty: 3163.262207
	Iteration 115Q: 3 clusters Score -954683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -954686.125000 Penalty: 3163.262207
	Iteration 116Q: 3 clusters Score -954686.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -954694.625000 Penalty: 3163.262207
	Iteration 117Q: 3 clusters Score -954694.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -954700.750000 Penalty: 3163.262207
	Iteration 118Q: 3 clusters Score -954700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -954706.375000 Penalty: 3163.262207
	Iteration 119Q: 3 clusters Score -954706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -954718.187500 Penalty: 3163.262207
	Iteration 120F: 3 clusters Score -954718.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -954725.437500 Penalty: 3163.262207
	Iteration 121Q: 3 clusters Score -954725.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -954733.625000 Penalty: 3163.262207
	Iteration 122Q: 3 clusters Score -954733.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -954743.937500 Penalty: 3163.262207
	Iteration 123Q: 3 clusters Score -954743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -954753.687500 Penalty: 3163.262207
	Iteration 124Q: 3 clusters Score -954753.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -954760.312500 Penalty: 3163.262207
	Iteration 125Q: 3 clusters Score -954760.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -954768.000000 Penalty: 3163.262207
	Iteration 126Q: 3 clusters Score -954768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -954776.937500 Penalty: 3163.262207
	Iteration 127Q: 3 clusters Score -954776.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -954787.562500 Penalty: 3163.262207
	Iteration 128Q: 3 clusters Score -954787.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -954798.187500 Penalty: 3163.262207
	Iteration 129Q: 3 clusters Score -954798.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -954799.875000 Penalty: 3163.262207
	Iteration 130Q: 3 clusters Score -954799.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -954805.687500 Penalty: 3163.262207
	Iteration 131Q: 3 clusters Score -954805.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -954810.062500 Penalty: 3163.262207
	Iteration 132Q: 3 clusters Score -954810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -954813.312500 Penalty: 3163.262207
	Iteration 133Q: 3 clusters Score -954813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -954820.062500 Penalty: 3163.262207
	Iteration 134Q: 3 clusters Score -954820.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -954825.250000 Penalty: 3163.262207
	Iteration 135Q: 3 clusters Score -954825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -954830.187500 Penalty: 3163.262207
	Iteration 136Q: 3 clusters Score -954830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -954834.000000 Penalty: 3163.262207
	Iteration 137Q: 3 clusters Score -954834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -954835.437500 Penalty: 3163.262207
	Iteration 138Q: 3 clusters Score -954835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -954840.437500 Penalty: 3163.262207
	Iteration 139Q: 3 clusters Score -954840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -954847.750000 Penalty: 3163.262207
	Iteration 140F: 3 clusters Score -954847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -954850.000000 Penalty: 3163.262207
	Iteration 141Q: 3 clusters Score -954850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -954848.375000 Penalty: 3163.262207
	Iteration 142Q: 3 clusters Score -954848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -954854.312500 Penalty: 3163.262207
	Iteration 143Q: 3 clusters Score -954854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -954858.500000 Penalty: 3163.262207
	Iteration 144Q: 3 clusters Score -954858.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -954861.625000 Penalty: 3163.262207
	Iteration 145Q: 3 clusters Score -954861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -954865.937500 Penalty: 3163.262207
	Iteration 146Q: 3 clusters Score -954865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -954870.687500 Penalty: 3163.262207
	Iteration 147Q: 3 clusters Score -954870.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -954875.312500 Penalty: 3163.262207
	Iteration 148Q: 3 clusters Score -954875.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -954874.062500 Penalty: 3163.262207
	Iteration 149Q: 3 clusters Score -954874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -954875.562500 Penalty: 3163.262207
	Iteration 150Q: 3 clusters Score -954875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -954877.062500 Penalty: 3163.262207
	Iteration 151Q: 3 clusters Score -954877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -954875.250000 Penalty: 3163.262207
	Iteration 152Q: 3 clusters Score -954875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -954876.937500 Penalty: 3163.262207
	Iteration 153Q: 3 clusters Score -954876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -954877.937500 Penalty: 3163.262207
	Iteration 154Q: 3 clusters Score -954877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -954882.000000 Penalty: 3163.262207
	Iteration 155Q: 3 clusters Score -954882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -954881.625000 Penalty: 3163.262207
	Iteration 156Q: 3 clusters Score -954881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -954881.812500 Penalty: 3163.262207
	Iteration 157Q: 3 clusters Score -954881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -954880.562500 Penalty: 3163.262207
	Iteration 158Q: 3 clusters Score -954880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -954880.875000 Penalty: 3163.262207
	Iteration 159Q: 3 clusters Score -954880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -954881.437500 Penalty: 3163.262207
	Iteration 160F: 3 clusters Score -954881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -954882.875000 Penalty: 3163.262207
	Iteration 161Q: 3 clusters Score -954882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -954881.500000 Penalty: 3163.262207
	Iteration 162Q: 3 clusters Score -954881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -954881.562500 Penalty: 3163.262207
	Iteration 163Q: 3 clusters Score -954881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -954881.437500 Penalty: 3163.262207
	Iteration 164Q: 3 clusters Score -954881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -954881.500000 Penalty: 3163.262207
	Iteration 165Q: 3 clusters Score -954881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -954884.125000 Penalty: 3163.262207
	Iteration 166Q: 3 clusters Score -954884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -954886.062500 Penalty: 3163.262207
	Iteration 167Q: 3 clusters Score -954886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -954885.625000 Penalty: 3163.262207
	Iteration 168Q: 3 clusters Score -954885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -954885.750000 Penalty: 3163.262207
	Iteration 169Q: 3 clusters Score -954885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -954885.687500 Penalty: 3163.262207
	Iteration 170Q: 3 clusters Score -954885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -954885.937500 Penalty: 3163.262207
	Iteration 171Q: 3 clusters Score -954885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -954886.312500 Penalty: 3163.262207
	Iteration 172Q: 3 clusters Score -954886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -954885.125000 Penalty: 3163.262207
	Iteration 173Q: 3 clusters Score -954885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -954884.875000 Penalty: 3163.262207
	Iteration 174Q: 3 clusters Score -954884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -954885.375000 Penalty: 3163.262207
	Iteration 175Q: 3 clusters Score -954885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -954884.437500 Penalty: 3163.262207
	Iteration 176Q: 3 clusters Score -954884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -954884.437500 Penalty: 3163.262207
	Iteration 177F: 3 clusters Score -954884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -615344.375000 Penalty: 1500.883057
	Iteration 0F: 2 clusters Score -615344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -607975.875000 Penalty: 3001.766113
	Iteration 0F: 3 clusters Score -607975.9 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -610363.062500 Penalty: 3001.766113
	Iteration 1F: 3 clusters Score -610363.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -610627.875000 Penalty: 3001.766113
	Iteration 2F: 3 clusters Score -610627.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -610842.312500 Penalty: 3001.766113
	Iteration 3Q: 3 clusters Score -610842.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -611051.250000 Penalty: 3001.766113
	Iteration 4Q: 3 clusters Score -611051.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -611239.562500 Penalty: 3001.766113
	Iteration 5Q: 3 clusters Score -611239.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -611405.500000 Penalty: 3001.766113
	Iteration 6Q: 3 clusters Score -611405.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -611547.500000 Penalty: 3001.766113
	Iteration 7Q: 3 clusters Score -611547.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -611695.187500 Penalty: 3001.766113
	Iteration 8Q: 3 clusters Score -611695.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -611809.187500 Penalty: 3001.766113
	Iteration 9Q: 3 clusters Score -611809.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -611922.437500 Penalty: 3001.766113
	Iteration 10Q: 3 clusters Score -611922.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -612031.562500 Penalty: 3001.766113
	Iteration 11Q: 3 clusters Score -612031.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -612145.687500 Penalty: 3001.766113
	Iteration 12Q: 3 clusters Score -612145.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -612245.187500 Penalty: 3001.766113
	Iteration 13Q: 3 clusters Score -612245.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -612344.937500 Penalty: 3001.766113
	Iteration 14Q: 3 clusters Score -612344.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -612456.937500 Penalty: 3001.766113
	Iteration 15Q: 3 clusters Score -612456.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -612590.187500 Penalty: 3001.766113
	Iteration 16Q: 3 clusters Score -612590.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -612711.062500 Penalty: 3001.766113
	Iteration 17Q: 3 clusters Score -612711.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -612827.062500 Penalty: 3001.766113
	Iteration 18Q: 3 clusters Score -612827.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -612916.437500 Penalty: 3001.766113
	Iteration 19Q: 3 clusters Score -612916.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -612989.375000 Penalty: 3001.766113
	Iteration 20F: 3 clusters Score -612989.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -613029.562500 Penalty: 3001.766113
	Iteration 21Q: 3 clusters Score -613029.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -613062.812500 Penalty: 3001.766113
	Iteration 22Q: 3 clusters Score -613062.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -613086.812500 Penalty: 3001.766113
	Iteration 23Q: 3 clusters Score -613086.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -613113.750000 Penalty: 3001.766113
	Iteration 24Q: 3 clusters Score -613113.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -613136.750000 Penalty: 3001.766113
	Iteration 25Q: 3 clusters Score -613136.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -613157.000000 Penalty: 3001.766113
	Iteration 26Q: 3 clusters Score -613157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -613178.875000 Penalty: 3001.766113
	Iteration 27Q: 3 clusters Score -613178.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -613199.375000 Penalty: 3001.766113
	Iteration 28Q: 3 clusters Score -613199.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -613217.125000 Penalty: 3001.766113
	Iteration 29Q: 3 clusters Score -613217.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -613232.687500 Penalty: 3001.766113
	Iteration 30Q: 3 clusters Score -613232.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -613252.375000 Penalty: 3001.766113
	Iteration 31Q: 3 clusters Score -613252.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -613276.187500 Penalty: 3001.766113
	Iteration 32Q: 3 clusters Score -613276.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -613301.750000 Penalty: 3001.766113
	Iteration 33Q: 3 clusters Score -613301.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -613327.312500 Penalty: 3001.766113
	Iteration 34Q: 3 clusters Score -613327.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -613352.500000 Penalty: 3001.766113
	Iteration 35Q: 3 clusters Score -613352.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -613380.062500 Penalty: 3001.766113
	Iteration 36Q: 3 clusters Score -613380.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -613403.375000 Penalty: 3001.766113
	Iteration 37Q: 3 clusters Score -613403.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -613420.062500 Penalty: 3001.766113
	Iteration 38Q: 3 clusters Score -613420.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -613437.375000 Penalty: 3001.766113
	Iteration 39Q: 3 clusters Score -613437.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -613452.187500 Penalty: 3001.766113
	Iteration 40F: 3 clusters Score -613452.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -613467.812500 Penalty: 3001.766113
	Iteration 41Q: 3 clusters Score -613467.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -613491.062500 Penalty: 3001.766113
	Iteration 42Q: 3 clusters Score -613491.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -613514.812500 Penalty: 3001.766113
	Iteration 43Q: 3 clusters Score -613514.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -613534.812500 Penalty: 3001.766113
	Iteration 44Q: 3 clusters Score -613534.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -613556.750000 Penalty: 3001.766113
	Iteration 45Q: 3 clusters Score -613556.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -613578.312500 Penalty: 3001.766113
	Iteration 46Q: 3 clusters Score -613578.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -613597.437500 Penalty: 3001.766113
	Iteration 47Q: 3 clusters Score -613597.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -613607.812500 Penalty: 3001.766113
	Iteration 48Q: 3 clusters Score -613607.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -613621.250000 Penalty: 3001.766113
	Iteration 49Q: 3 clusters Score -613621.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -613633.125000 Penalty: 3001.766113
	Iteration 50Q: 3 clusters Score -613633.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -613649.687500 Penalty: 3001.766113
	Iteration 51Q: 3 clusters Score -613649.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -613671.625000 Penalty: 3001.766113
	Iteration 52Q: 3 clusters Score -613671.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -613705.375000 Penalty: 3001.766113
	Iteration 53Q: 3 clusters Score -613705.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -613737.375000 Penalty: 3001.766113
	Iteration 54Q: 3 clusters Score -613737.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -613765.312500 Penalty: 3001.766113
	Iteration 55Q: 3 clusters Score -613765.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -613789.937500 Penalty: 3001.766113
	Iteration 56Q: 3 clusters Score -613789.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -613811.062500 Penalty: 3001.766113
	Iteration 57Q: 3 clusters Score -613811.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -613825.375000 Penalty: 3001.766113
	Iteration 58Q: 3 clusters Score -613825.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -613838.375000 Penalty: 3001.766113
	Iteration 59Q: 3 clusters Score -613838.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -613850.312500 Penalty: 3001.766113
	Iteration 60F: 3 clusters Score -613850.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -613856.062500 Penalty: 3001.766113
	Iteration 61Q: 3 clusters Score -613856.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -613863.000000 Penalty: 3001.766113
	Iteration 62Q: 3 clusters Score -613863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -613869.750000 Penalty: 3001.766113
	Iteration 63Q: 3 clusters Score -613869.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -613884.812500 Penalty: 3001.766113
	Iteration 64Q: 3 clusters Score -613884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -613896.187500 Penalty: 3001.766113
	Iteration 65Q: 3 clusters Score -613896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -613901.187500 Penalty: 3001.766113
	Iteration 66Q: 3 clusters Score -613901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -613908.375000 Penalty: 3001.766113
	Iteration 67Q: 3 clusters Score -613908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -613913.125000 Penalty: 3001.766113
	Iteration 68Q: 3 clusters Score -613913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -613916.875000 Penalty: 3001.766113
	Iteration 69Q: 3 clusters Score -613916.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -613923.437500 Penalty: 3001.766113
	Iteration 70Q: 3 clusters Score -613923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -613926.750000 Penalty: 3001.766113
	Iteration 71Q: 3 clusters Score -613926.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -613930.875000 Penalty: 3001.766113
	Iteration 72Q: 3 clusters Score -613930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -613933.000000 Penalty: 3001.766113
	Iteration 73Q: 3 clusters Score -613933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -613935.750000 Penalty: 3001.766113
	Iteration 74Q: 3 clusters Score -613935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -613940.375000 Penalty: 3001.766113
	Iteration 75Q: 3 clusters Score -613940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -613943.437500 Penalty: 3001.766113
	Iteration 76Q: 3 clusters Score -613943.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -613945.625000 Penalty: 3001.766113
	Iteration 77Q: 3 clusters Score -613945.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -613948.250000 Penalty: 3001.766113
	Iteration 78Q: 3 clusters Score -613948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -613949.687500 Penalty: 3001.766113
	Iteration 79Q: 3 clusters Score -613949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -613952.000000 Penalty: 3001.766113
	Iteration 80F: 3 clusters Score -613952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -613954.312500 Penalty: 3001.766113
	Iteration 81Q: 3 clusters Score -613954.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -613957.062500 Penalty: 3001.766113
	Iteration 82Q: 3 clusters Score -613957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -613956.250000 Penalty: 3001.766113
	Iteration 83Q: 3 clusters Score -613956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -613956.875000 Penalty: 3001.766113
	Iteration 84Q: 3 clusters Score -613956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -613956.500000 Penalty: 3001.766113
	Iteration 85Q: 3 clusters Score -613956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -613956.812500 Penalty: 3001.766113
	Iteration 86Q: 3 clusters Score -613956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -613956.875000 Penalty: 3001.766113
	Iteration 87Q: 3 clusters Score -613956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -613956.625000 Penalty: 3001.766113
	Iteration 88Q: 3 clusters Score -613956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -613958.312500 Penalty: 3001.766113
	Iteration 89Q: 3 clusters Score -613958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -613958.875000 Penalty: 3001.766113
	Iteration 90Q: 3 clusters Score -613958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -613960.500000 Penalty: 3001.766113
	Iteration 91Q: 3 clusters Score -613960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -613961.625000 Penalty: 3001.766113
	Iteration 92Q: 3 clusters Score -613961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -613962.437500 Penalty: 3001.766113
	Iteration 93Q: 3 clusters Score -613962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -613963.812500 Penalty: 3001.766113
	Iteration 94Q: 3 clusters Score -613963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -613965.000000 Penalty: 3001.766113
	Iteration 95Q: 3 clusters Score -613965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -613965.937500 Penalty: 3001.766113
	Iteration 96Q: 3 clusters Score -613965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -613966.937500 Penalty: 3001.766113
	Iteration 97Q: 3 clusters Score -613966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -613968.500000 Penalty: 3001.766113
	Iteration 98Q: 3 clusters Score -613968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -613969.437500 Penalty: 3001.766113
	Iteration 99Q: 3 clusters Score -613969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -613970.750000 Penalty: 3001.766113
	Iteration 100F: 3 clusters Score -613970.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -613972.000000 Penalty: 3001.766113
	Iteration 101Q: 3 clusters Score -613972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -613972.750000 Penalty: 3001.766113
	Iteration 102Q: 3 clusters Score -613972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -613971.937500 Penalty: 3001.766113
	Iteration 103Q: 3 clusters Score -613971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -613973.500000 Penalty: 3001.766113
	Iteration 104Q: 3 clusters Score -613973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -613972.437500 Penalty: 3001.766113
	Iteration 105Q: 3 clusters Score -613972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -613975.312500 Penalty: 3001.766113
	Iteration 106Q: 3 clusters Score -613975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -613976.500000 Penalty: 3001.766113
	Iteration 107Q: 3 clusters Score -613976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -613978.250000 Penalty: 3001.766113
	Iteration 108Q: 3 clusters Score -613978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -613979.062500 Penalty: 3001.766113
	Iteration 109Q: 3 clusters Score -613979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -613981.562500 Penalty: 3001.766113
	Iteration 110Q: 3 clusters Score -613981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -613981.500000 Penalty: 3001.766113
	Iteration 111Q: 3 clusters Score -613981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -613982.750000 Penalty: 3001.766113
	Iteration 112Q: 3 clusters Score -613982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -613982.562500 Penalty: 3001.766113
	Iteration 113Q: 3 clusters Score -613982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -613984.125000 Penalty: 3001.766113
	Iteration 114Q: 3 clusters Score -613984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -613987.312500 Penalty: 3001.766113
	Iteration 115Q: 3 clusters Score -613987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -613986.625000 Penalty: 3001.766113
	Iteration 116Q: 3 clusters Score -613986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -613989.437500 Penalty: 3001.766113
	Iteration 117Q: 3 clusters Score -613989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -613990.937500 Penalty: 3001.766113
	Iteration 118Q: 3 clusters Score -613990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -613992.562500 Penalty: 3001.766113
	Iteration 119Q: 3 clusters Score -613992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -613993.562500 Penalty: 3001.766113
	Iteration 120F: 3 clusters Score -613993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -613993.687500 Penalty: 3001.766113
	Iteration 121Q: 3 clusters Score -613993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -613993.250000 Penalty: 3001.766113
	Iteration 122Q: 3 clusters Score -613993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -613995.562500 Penalty: 3001.766113
	Iteration 123Q: 3 clusters Score -613995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -613996.500000 Penalty: 3001.766113
	Iteration 124Q: 3 clusters Score -613996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -613997.875000 Penalty: 3001.766113
	Iteration 125Q: 3 clusters Score -613997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -613999.375000 Penalty: 3001.766113
	Iteration 126Q: 3 clusters Score -613999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -614001.562500 Penalty: 3001.766113
	Iteration 127Q: 3 clusters Score -614001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -614004.437500 Penalty: 3001.766113
	Iteration 128Q: 3 clusters Score -614004.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -614007.562500 Penalty: 3001.766113
	Iteration 129Q: 3 clusters Score -614007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -614011.187500 Penalty: 3001.766113
	Iteration 130Q: 3 clusters Score -614011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -614012.875000 Penalty: 3001.766113
	Iteration 131Q: 3 clusters Score -614012.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -614014.062500 Penalty: 3001.766113
	Iteration 132Q: 3 clusters Score -614014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -614014.125000 Penalty: 3001.766113
	Iteration 133Q: 3 clusters Score -614014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -614013.500000 Penalty: 3001.766113
	Iteration 134Q: 3 clusters Score -614013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -614013.750000 Penalty: 3001.766113
	Iteration 135Q: 3 clusters Score -614013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -614013.750000 Penalty: 3001.766113
	Iteration 136F: 3 clusters Score -614013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -554049.187500 Penalty: 1482.723999
	Iteration 0F: 2 clusters Score -554049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -547388.812500 Penalty: 2965.447998
	Iteration 0F: 3 clusters Score -547388.8 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -549606.312500 Penalty: 2965.447998
	Iteration 1F: 3 clusters Score -549606.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -550071.000000 Penalty: 2965.447998
	Iteration 2F: 3 clusters Score -550071 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -550662.000000 Penalty: 2965.447998
	Iteration 3F: 3 clusters Score -550662 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -551401.562500 Penalty: 2965.447998
	Iteration 4F: 3 clusters Score -551401.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -552171.812500 Penalty: 2965.447998
	Iteration 5F: 3 clusters Score -552171.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -552987.000000 Penalty: 2965.447998
	Iteration 6F: 3 clusters Score -552987 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -553807.937500 Penalty: 2965.447998
	Iteration 7F: 3 clusters Score -553807.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -554426.000000 Penalty: 2965.447998
	Iteration 8Q: 3 clusters Score -554426 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -554731.750000 Penalty: 2965.447998
	Iteration 9Q: 3 clusters Score -554731.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -554820.562500 Penalty: 2965.447998
	Iteration 10Q: 3 clusters Score -554820.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -554845.437500 Penalty: 2965.447998
	Iteration 11Q: 3 clusters Score -554845.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -554853.250000 Penalty: 2965.447998
	Iteration 12Q: 3 clusters Score -554853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -554857.312500 Penalty: 2965.447998
	Iteration 13Q: 3 clusters Score -554857.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -554860.750000 Penalty: 2965.447998
	Iteration 14Q: 3 clusters Score -554860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -554861.187500 Penalty: 2965.447998
	Iteration 15Q: 3 clusters Score -554861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -554862.312500 Penalty: 2965.447998
	Iteration 16Q: 3 clusters Score -554862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -554863.187500 Penalty: 2965.447998
	Iteration 17Q: 3 clusters Score -554863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -554863.187500 Penalty: 2965.447998
	Iteration 18F: 3 clusters Score -554863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
Score: -10559488.000000 Penalty: 35575.000000
Splitting cluster 16 changes total score from -10559140.000000 to -10559488.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 17 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -52694.722656 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -52694.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -51192.750000 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -51192.75 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51493.605469 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -51493.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -51627.812500 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -51627.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -51714.152344 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -51714.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -51765.324219 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -51765.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -51795.558594 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -51795.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -51813.511719 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -51813.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -51823.042969 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -51823.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -51826.871094 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -51826.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -51831.257812 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -51831.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -51837.519531 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -51837.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -51844.539062 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -51844.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -51850.257812 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -51850.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -51857.468750 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -51857.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -51870.437500 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -51870.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -51891.320312 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -51891.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51904.601562 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -51904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -51921.035156 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -51921.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -51931.757812 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -51931.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -51937.628906 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -51937.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -51938.847656 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -51938.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -51940.214844 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -51940.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -51942.308594 Penalty: 2268.826904
	Iteration 22Q: 3 clusters Score -51942.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -51945.359375 Penalty: 2268.826904
	Iteration 23Q: 3 clusters Score -51945.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -51951.949219 Penalty: 2268.826904
	Iteration 24Q: 3 clusters Score -51951.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -51956.667969 Penalty: 2268.826904
	Iteration 25Q: 3 clusters Score -51956.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -51957.789062 Penalty: 2268.826904
	Iteration 26Q: 3 clusters Score -51957.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -51957.789062 Penalty: 2268.826904
	Iteration 27F: 3 clusters Score -51957.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -130124.585938 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -130124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127734.500000 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -127734.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -128252.929688 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -128252.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -128378.257812 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -128378.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128463.015625 Penalty: 2536.116211
	Iteration 3F: 3 clusters Score -128463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -128524.976562 Penalty: 2536.116211
	Iteration 4Q: 3 clusters Score -128525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -128554.390625 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -128554.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -128576.929688 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -128576.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -128594.554688 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -128594.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -128610.320312 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -128610.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -128629.601562 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -128629.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -128648.679688 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -128648.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128666.890625 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -128666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128682.664062 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -128682.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -128698.445312 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -128698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -128710.070312 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -128710.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -128726.562500 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -128726.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -128741.242188 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -128741.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -128752.335938 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -128752.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -128762.593750 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -128762.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -128771.929688 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -128771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -128777.812500 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -128777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -128785.281250 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -128785.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -128798.460938 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -128798.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128809.804688 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -128809.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -128829.929688 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -128829.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128849.750000 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -128849.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -128869.492188 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -128869.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -128889.437500 Penalty: 2536.116211
	Iteration 27Q: 3 clusters Score -128889.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -128912.351562 Penalty: 2536.116211
	Iteration 28Q: 3 clusters Score -128912.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128941.562500 Penalty: 2536.116211
	Iteration 29Q: 3 clusters Score -128941.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128968.875000 Penalty: 2536.116211
	Iteration 30Q: 3 clusters Score -128968.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -128985.867188 Penalty: 2536.116211
	Iteration 31Q: 3 clusters Score -128985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -128995.781250 Penalty: 2536.116211
	Iteration 32Q: 3 clusters Score -128995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -129003.179688 Penalty: 2536.116211
	Iteration 33Q: 3 clusters Score -129003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129011.234375 Penalty: 2536.116211
	Iteration 34Q: 3 clusters Score -129011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -129023.289062 Penalty: 2536.116211
	Iteration 35Q: 3 clusters Score -129023.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129032.382812 Penalty: 2536.116211
	Iteration 36Q: 3 clusters Score -129032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -129037.054688 Penalty: 2536.116211
	Iteration 37Q: 3 clusters Score -129037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129039.468750 Penalty: 2536.116211
	Iteration 38Q: 3 clusters Score -129039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129041.718750 Penalty: 2536.116211
	Iteration 39Q: 3 clusters Score -129041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129043.914062 Penalty: 2536.116211
	Iteration 40F: 3 clusters Score -129043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -129045.093750 Penalty: 2536.116211
	Iteration 41Q: 3 clusters Score -129045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129046.250000 Penalty: 2536.116211
	Iteration 42Q: 3 clusters Score -129046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129046.804688 Penalty: 2536.116211
	Iteration 43Q: 3 clusters Score -129046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129046.804688 Penalty: 2536.116211
	Iteration 44F: 3 clusters Score -129046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -131612.031250 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -131612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -129136.179688 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -129136.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -129669.554688 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -129669.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -129816.234375 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -129816.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -129929.312500 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -129929.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -130032.203125 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -130032.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -130158.382812 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -130158.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -130256.953125 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -130257 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -130320.515625 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -130320.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -130369.312500 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -130369.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -130407.562500 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -130407.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -130446.304688 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -130446.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -130475.867188 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -130475.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -130499.640625 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -130499.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -130518.773438 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -130518.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -130547.500000 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -130547.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -130578.320312 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -130578.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -130605.929688 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -130605.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -130630.039062 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -130630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -130649.789062 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -130649.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -130668.882812 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -130668.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -130684.640625 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -130684.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -130706.156250 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -130706.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130722.515625 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -130722.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -130732.921875 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -130732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -130744.062500 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -130744.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130751.609375 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -130751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -130758.218750 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -130758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130760.125000 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -130760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -130761.648438 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -130761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130764.937500 Penalty: 2545.146484
	Iteration 29Q: 3 clusters Score -130764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -130767.468750 Penalty: 2545.146484
	Iteration 30Q: 3 clusters Score -130767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -130771.382812 Penalty: 2545.146484
	Iteration 31Q: 3 clusters Score -130771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130773.453125 Penalty: 2545.146484
	Iteration 32Q: 3 clusters Score -130773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -130775.601562 Penalty: 2545.146484
	Iteration 33Q: 3 clusters Score -130775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130777.898438 Penalty: 2545.146484
	Iteration 34Q: 3 clusters Score -130777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130780.234375 Penalty: 2545.146484
	Iteration 35Q: 3 clusters Score -130780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130783.062500 Penalty: 2545.146484
	Iteration 36Q: 3 clusters Score -130783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -130785.460938 Penalty: 2545.146484
	Iteration 37Q: 3 clusters Score -130785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -130786.898438 Penalty: 2545.146484
	Iteration 38Q: 3 clusters Score -130786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -130789.468750 Penalty: 2545.146484
	Iteration 39Q: 3 clusters Score -130789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -130790.718750 Penalty: 2545.146484
	Iteration 40F: 3 clusters Score -130790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -130793.976562 Penalty: 2545.146484
	Iteration 41Q: 3 clusters Score -130794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130795.585938 Penalty: 2545.146484
	Iteration 42Q: 3 clusters Score -130795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -130795.859375 Penalty: 2545.146484
	Iteration 43Q: 3 clusters Score -130795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -130795.859375 Penalty: 2545.146484
	Iteration 44F: 3 clusters Score -130795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 16867 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560418.000000 Penalty: 35575.000000
Iteration 125F: 19 clusters Score -1.056042e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68147 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 24388 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 16849 members 
Mstep: Class 14 contains 10247 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560933.000000 Penalty: 35575.000000
Iteration 126Q: 19 clusters Score -1.056093e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68169 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 24380 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 16813 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561103.000000 Penalty: 35575.000000
Iteration 127Q: 19 clusters Score -1.05611e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10006 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 6024 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68157 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 24370 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 16794 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561168.000000 Penalty: 35575.000000
Iteration 128Q: 19 clusters Score -1.056117e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10009 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68140 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 24367 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 11093 members 
Mstep: Class 13 contains 16796 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 16 contains 6458 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561172.000000 Penalty: 35575.000000
Iteration 129Q: 19 clusters Score -1.056117e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68117 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 24356 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 16801 members 
Mstep: Class 14 contains 10210 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561246.000000 Penalty: 35575.000000
Iteration 130Q: 19 clusters Score -1.056125e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 5992 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68102 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 24348 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 11075 members 
Mstep: Class 13 contains 16799 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561277.000000 Penalty: 35575.000000
Iteration 131Q: 19 clusters Score -1.056128e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10029 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68088 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 24344 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 16796 members 
Mstep: Class 14 contains 10194 members 
Mstep: Class 16 contains 6520 members 
Mstep: Class 17 contains 1074 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561318.000000 Penalty: 35575.000000
Iteration 132Q: 19 clusters Score -1.056132e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68076 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 24337 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 16790 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561315.000000 Penalty: 35575.000000
Iteration 133Q: 19 clusters Score -1.056132e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10037 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68057 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 24324 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 13 contains 16788 members 
Mstep: Class 14 contains 10185 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561369.000000 Penalty: 35575.000000
Iteration 134Q: 19 clusters Score -1.056137e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10043 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 68044 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 24312 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 11058 members 
Mstep: Class 13 contains 16781 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561355.000000 Penalty: 35575.000000
Iteration 135Q: 19 clusters Score -1.056136e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 68031 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 24307 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 16780 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 16 contains 6611 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561342.000000 Penalty: 35575.000000
Iteration 136Q: 19 clusters Score -1.056134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 68007 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 24298 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16776 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 16 contains 6633 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561348.000000 Penalty: 35575.000000
Iteration 137Q: 19 clusters Score -1.056135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 67989 members 
Mstep: Class 9 contains 3436 members 
Mstep: Class 10 contains 24295 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16773 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 16 contains 6649 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 2499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561318.000000 Penalty: 35575.000000
Iteration 138Q: 19 clusters Score -1.056132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 7335 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67980 members 
Mstep: Class 9 contains 3438 members 
Mstep: Class 10 contains 24295 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 10155 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561330.000000 Penalty: 35575.000000
Iteration 139Q: 19 clusters Score -1.056133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10070 members 
Mstep: Class 3 contains 7335 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67969 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 24294 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 11058 members 
Mstep: Class 13 contains 16772 members 
Mstep: Class 14 contains 10154 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561321.000000 Penalty: 35575.000000
Iteration 140F: 19 clusters Score -1.056132e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10073 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67965 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 24291 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 16774 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561344.000000 Penalty: 35575.000000
Iteration 141Q: 19 clusters Score -1.056134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67959 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 24291 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16776 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561351.000000 Penalty: 35575.000000
Iteration 142Q: 19 clusters Score -1.056135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67961 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 24289 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 10149 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561328.000000 Penalty: 35575.000000
Iteration 143Q: 19 clusters Score -1.056133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67957 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 24287 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 11056 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561326.000000 Penalty: 35575.000000
Iteration 144Q: 19 clusters Score -1.056133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67955 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 24288 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 11055 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 1069 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561355.000000 Penalty: 35575.000000
Iteration 145Q: 19 clusters Score -1.056136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10079 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67953 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 24286 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561370.000000 Penalty: 35575.000000
Iteration 146Q: 19 clusters Score -1.056137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67947 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 10134 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561398.000000 Penalty: 35575.000000
Iteration 147Q: 19 clusters Score -1.05614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67942 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10132 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561400.000000 Penalty: 35575.000000
Iteration 148Q: 19 clusters Score -1.05614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67937 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 24283 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10128 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561379.000000 Penalty: 35575.000000
Iteration 149Q: 19 clusters Score -1.056138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67930 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 10127 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561381.000000 Penalty: 35575.000000
Iteration 150Q: 19 clusters Score -1.056138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67925 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561379.000000 Penalty: 35575.000000
Iteration 151Q: 19 clusters Score -1.056138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67917 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561391.000000 Penalty: 35575.000000
Iteration 152Q: 19 clusters Score -1.056139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67911 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16771 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561397.000000 Penalty: 35575.000000
Iteration 153Q: 19 clusters Score -1.05614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67906 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 16771 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561406.000000 Penalty: 35575.000000
Iteration 154Q: 19 clusters Score -1.056141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10085 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67902 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24283 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 11055 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561402.000000 Penalty: 35575.000000
Iteration 155Q: 19 clusters Score -1.05614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 10085 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67901 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24283 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561389.000000 Penalty: 35575.000000
Iteration 156Q: 19 clusters Score -1.056139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67898 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24283 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561415.000000 Penalty: 35575.000000
Iteration 157Q: 19 clusters Score -1.056142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10092 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67893 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24282 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 16765 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561407.000000 Penalty: 35575.000000
Iteration 158Q: 19 clusters Score -1.056141e+07 nChanged 11
Entering ConstructFrom: 
Score: -10561407.000000 Penalty: 35575.000000
Entering ConstructFrom: 
Trying to split cluster 1 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -337302.187500 Penalty: 1405.734619
	Iteration 0F: 2 clusters Score -337302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -332861.187500 Penalty: 2811.469238
	Iteration 0F: 3 clusters Score -332861.2 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -334126.625000 Penalty: 2811.469238
	Iteration 1F: 3 clusters Score -334126.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -334325.000000 Penalty: 2811.469238
	Iteration 2F: 3 clusters Score -334325 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -334484.000000 Penalty: 2811.469238
	Iteration 3F: 3 clusters Score -334484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -334624.031250 Penalty: 2811.469238
	Iteration 4Q: 3 clusters Score -334624 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -334742.375000 Penalty: 2811.469238
	Iteration 5Q: 3 clusters Score -334742.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -334851.593750 Penalty: 2811.469238
	Iteration 6Q: 3 clusters Score -334851.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -334973.468750 Penalty: 2811.469238
	Iteration 7Q: 3 clusters Score -334973.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -335098.281250 Penalty: 2811.469238
	Iteration 8Q: 3 clusters Score -335098.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -335199.968750 Penalty: 2811.469238
	Iteration 9Q: 3 clusters Score -335200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -335298.031250 Penalty: 2811.469238
	Iteration 10Q: 3 clusters Score -335298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -335377.718750 Penalty: 2811.469238
	Iteration 11Q: 3 clusters Score -335377.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -335447.875000 Penalty: 2811.469238
	Iteration 12Q: 3 clusters Score -335447.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -335526.500000 Penalty: 2811.469238
	Iteration 13Q: 3 clusters Score -335526.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -335615.250000 Penalty: 2811.469238
	Iteration 14Q: 3 clusters Score -335615.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -335697.531250 Penalty: 2811.469238
	Iteration 15Q: 3 clusters Score -335697.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -335768.031250 Penalty: 2811.469238
	Iteration 16Q: 3 clusters Score -335768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -335833.937500 Penalty: 2811.469238
	Iteration 17Q: 3 clusters Score -335833.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -335889.656250 Penalty: 2811.469238
	Iteration 18Q: 3 clusters Score -335889.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -335935.375000 Penalty: 2811.469238
	Iteration 19Q: 3 clusters Score -335935.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -335980.812500 Penalty: 2811.469238
	Iteration 20F: 3 clusters Score -335980.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -336021.218750 Penalty: 2811.469238
	Iteration 21Q: 3 clusters Score -336021.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -336066.031250 Penalty: 2811.469238
	Iteration 22Q: 3 clusters Score -336066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -336094.343750 Penalty: 2811.469238
	Iteration 23Q: 3 clusters Score -336094.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -336121.906250 Penalty: 2811.469238
	Iteration 24Q: 3 clusters Score -336121.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -336143.843750 Penalty: 2811.469238
	Iteration 25Q: 3 clusters Score -336143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -336157.656250 Penalty: 2811.469238
	Iteration 26Q: 3 clusters Score -336157.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -336169.593750 Penalty: 2811.469238
	Iteration 27Q: 3 clusters Score -336169.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -336181.250000 Penalty: 2811.469238
	Iteration 28Q: 3 clusters Score -336181.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -336190.750000 Penalty: 2811.469238
	Iteration 29Q: 3 clusters Score -336190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -336196.125000 Penalty: 2811.469238
	Iteration 30Q: 3 clusters Score -336196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -336202.812500 Penalty: 2811.469238
	Iteration 31Q: 3 clusters Score -336202.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -336209.406250 Penalty: 2811.469238
	Iteration 32Q: 3 clusters Score -336209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -336216.375000 Penalty: 2811.469238
	Iteration 33Q: 3 clusters Score -336216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -336222.031250 Penalty: 2811.469238
	Iteration 34Q: 3 clusters Score -336222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -336224.562500 Penalty: 2811.469238
	Iteration 35Q: 3 clusters Score -336224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -336226.843750 Penalty: 2811.469238
	Iteration 36Q: 3 clusters Score -336226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -336227.937500 Penalty: 2811.469238
	Iteration 37Q: 3 clusters Score -336227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -336228.812500 Penalty: 2811.469238
	Iteration 38Q: 3 clusters Score -336228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -336229.625000 Penalty: 2811.469238
	Iteration 39Q: 3 clusters Score -336229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -336229.312500 Penalty: 2811.469238
	Iteration 40F: 3 clusters Score -336229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -336230.187500 Penalty: 2811.469238
	Iteration 41Q: 3 clusters Score -336230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -336230.937500 Penalty: 2811.469238
	Iteration 42Q: 3 clusters Score -336230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -336233.000000 Penalty: 2811.469238
	Iteration 43Q: 3 clusters Score -336233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -336235.250000 Penalty: 2811.469238
	Iteration 44Q: 3 clusters Score -336235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -336236.343750 Penalty: 2811.469238
	Iteration 45Q: 3 clusters Score -336236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -336238.718750 Penalty: 2811.469238
	Iteration 46Q: 3 clusters Score -336238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -336240.500000 Penalty: 2811.469238
	Iteration 47Q: 3 clusters Score -336240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -336242.500000 Penalty: 2811.469238
	Iteration 48Q: 3 clusters Score -336242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -336242.406250 Penalty: 2811.469238
	Iteration 49Q: 3 clusters Score -336242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -336243.937500 Penalty: 2811.469238
	Iteration 50Q: 3 clusters Score -336243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -336243.937500 Penalty: 2811.469238
	Iteration 51F: 3 clusters Score -336243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -534206.250000 Penalty: 1498.216675
	Iteration 0F: 2 clusters Score -534206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -527110.500000 Penalty: 2996.433350
	Iteration 0F: 3 clusters Score -527110.5 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -529316.750000 Penalty: 2996.433350
	Iteration 1F: 3 clusters Score -529316.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -529603.500000 Penalty: 2996.433350
	Iteration 2F: 3 clusters Score -529603.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -529858.062500 Penalty: 2996.433350
	Iteration 3F: 3 clusters Score -529858.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -530112.687500 Penalty: 2996.433350
	Iteration 4Q: 3 clusters Score -530112.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -530388.062500 Penalty: 2996.433350
	Iteration 5Q: 3 clusters Score -530388.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -530700.687500 Penalty: 2996.433350
	Iteration 6Q: 3 clusters Score -530700.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -531086.437500 Penalty: 2996.433350
	Iteration 7F: 3 clusters Score -531086.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -531556.312500 Penalty: 2996.433350
	Iteration 8F: 3 clusters Score -531556.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -531999.500000 Penalty: 2996.433350
	Iteration 9F: 3 clusters Score -531999.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -532402.562500 Penalty: 2996.433350
	Iteration 10Q: 3 clusters Score -532402.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -532712.812500 Penalty: 2996.433350
	Iteration 11Q: 3 clusters Score -532712.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -532936.000000 Penalty: 2996.433350
	Iteration 12Q: 3 clusters Score -532936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -533089.937500 Penalty: 2996.433350
	Iteration 13Q: 3 clusters Score -533089.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -533175.312500 Penalty: 2996.433350
	Iteration 14Q: 3 clusters Score -533175.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -533215.937500 Penalty: 2996.433350
	Iteration 15Q: 3 clusters Score -533215.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -533241.437500 Penalty: 2996.433350
	Iteration 16Q: 3 clusters Score -533241.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -533254.875000 Penalty: 2996.433350
	Iteration 17Q: 3 clusters Score -533254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -533262.687500 Penalty: 2996.433350
	Iteration 18Q: 3 clusters Score -533262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -533264.750000 Penalty: 2996.433350
	Iteration 19Q: 3 clusters Score -533264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -533268.500000 Penalty: 2996.433350
	Iteration 20F: 3 clusters Score -533268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -533271.875000 Penalty: 2996.433350
	Iteration 21Q: 3 clusters Score -533271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -533273.562500 Penalty: 2996.433350
	Iteration 22Q: 3 clusters Score -533273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -533273.312500 Penalty: 2996.433350
	Iteration 23Q: 3 clusters Score -533273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -533275.937500 Penalty: 2996.433350
	Iteration 24Q: 3 clusters Score -533275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -533276.937500 Penalty: 2996.433350
	Iteration 25Q: 3 clusters Score -533276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -533276.937500 Penalty: 2996.433350
	Iteration 26F: 3 clusters Score -533276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -397779.906250 Penalty: 1446.427856
	Iteration 0F: 2 clusters Score -397779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -392247.843750 Penalty: 2892.855713
	Iteration 0F: 3 clusters Score -392247.8 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -393979.156250 Penalty: 2892.855713
	Iteration 1F: 3 clusters Score -393979.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -394245.437500 Penalty: 2892.855713
	Iteration 2F: 3 clusters Score -394245.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -394441.031250 Penalty: 2892.855713
	Iteration 3F: 3 clusters Score -394441 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -394601.406250 Penalty: 2892.855713
	Iteration 4Q: 3 clusters Score -394601.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -394746.218750 Penalty: 2892.855713
	Iteration 5Q: 3 clusters Score -394746.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -394872.531250 Penalty: 2892.855713
	Iteration 6Q: 3 clusters Score -394872.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -394966.781250 Penalty: 2892.855713
	Iteration 7Q: 3 clusters Score -394966.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -395047.062500 Penalty: 2892.855713
	Iteration 8Q: 3 clusters Score -395047.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -395125.000000 Penalty: 2892.855713
	Iteration 9Q: 3 clusters Score -395125 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -395196.750000 Penalty: 2892.855713
	Iteration 10Q: 3 clusters Score -395196.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -395288.656250 Penalty: 2892.855713
	Iteration 11Q: 3 clusters Score -395288.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -395381.000000 Penalty: 2892.855713
	Iteration 12Q: 3 clusters Score -395381 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -395468.593750 Penalty: 2892.855713
	Iteration 13Q: 3 clusters Score -395468.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -395565.625000 Penalty: 2892.855713
	Iteration 14Q: 3 clusters Score -395565.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -395658.781250 Penalty: 2892.855713
	Iteration 15Q: 3 clusters Score -395658.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -395741.281250 Penalty: 2892.855713
	Iteration 16Q: 3 clusters Score -395741.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -395856.781250 Penalty: 2892.855713
	Iteration 17Q: 3 clusters Score -395856.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -395966.687500 Penalty: 2892.855713
	Iteration 18Q: 3 clusters Score -395966.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -396049.250000 Penalty: 2892.855713
	Iteration 19Q: 3 clusters Score -396049.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -396121.843750 Penalty: 2892.855713
	Iteration 20F: 3 clusters Score -396121.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -396188.312500 Penalty: 2892.855713
	Iteration 21Q: 3 clusters Score -396188.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -396244.250000 Penalty: 2892.855713
	Iteration 22Q: 3 clusters Score -396244.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -396295.937500 Penalty: 2892.855713
	Iteration 23Q: 3 clusters Score -396295.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -396346.593750 Penalty: 2892.855713
	Iteration 24Q: 3 clusters Score -396346.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -396392.437500 Penalty: 2892.855713
	Iteration 25Q: 3 clusters Score -396392.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -396424.687500 Penalty: 2892.855713
	Iteration 26Q: 3 clusters Score -396424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -396450.593750 Penalty: 2892.855713
	Iteration 27Q: 3 clusters Score -396450.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -396466.718750 Penalty: 2892.855713
	Iteration 28Q: 3 clusters Score -396466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -396475.562500 Penalty: 2892.855713
	Iteration 29Q: 3 clusters Score -396475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -396486.500000 Penalty: 2892.855713
	Iteration 30Q: 3 clusters Score -396486.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -396501.656250 Penalty: 2892.855713
	Iteration 31Q: 3 clusters Score -396501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -396514.531250 Penalty: 2892.855713
	Iteration 32Q: 3 clusters Score -396514.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -396523.437500 Penalty: 2892.855713
	Iteration 33Q: 3 clusters Score -396523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -396529.187500 Penalty: 2892.855713
	Iteration 34Q: 3 clusters Score -396529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -396530.312500 Penalty: 2892.855713
	Iteration 35Q: 3 clusters Score -396530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -396531.218750 Penalty: 2892.855713
	Iteration 36Q: 3 clusters Score -396531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -396532.875000 Penalty: 2892.855713
	Iteration 37Q: 3 clusters Score -396532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -396534.031250 Penalty: 2892.855713
	Iteration 38Q: 3 clusters Score -396534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -396534.687500 Penalty: 2892.855713
	Iteration 39Q: 3 clusters Score -396534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -396537.468750 Penalty: 2892.855713
	Iteration 40F: 3 clusters Score -396537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -396538.593750 Penalty: 2892.855713
	Iteration 41Q: 3 clusters Score -396538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -396538.718750 Penalty: 2892.855713
	Iteration 42Q: 3 clusters Score -396538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -396541.531250 Penalty: 2892.855713
	Iteration 43Q: 3 clusters Score -396541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -396544.187500 Penalty: 2892.855713
	Iteration 44Q: 3 clusters Score -396544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -396544.906250 Penalty: 2892.855713
	Iteration 45Q: 3 clusters Score -396544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -396544.906250 Penalty: 2892.855713
	Iteration 46F: 3 clusters Score -396544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -158755.625000 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -158755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -156238.156250 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -156238.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -156814.609375 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -156814.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -156968.093750 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -156968.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157057.015625 Penalty: 2555.936523
	Iteration 3F: 3 clusters Score -157057 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -157132.656250 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -157132.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -157192.078125 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -157192.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -157240.390625 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -157240.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -157285.312500 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -157285.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -157326.968750 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -157327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157367.062500 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -157367.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -157393.343750 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -157393.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -157415.000000 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -157415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -157434.546875 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -157434.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -157454.218750 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -157454.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -157474.656250 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -157474.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -157496.718750 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -157496.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -157511.843750 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -157511.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -157534.125000 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -157534.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157553.468750 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -157553.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157567.234375 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -157567.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -157576.562500 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -157576.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -157584.640625 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -157584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -157592.453125 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -157592.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -157601.468750 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -157601.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -157610.171875 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -157610.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -157619.437500 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -157619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -157624.750000 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -157624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -157626.875000 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -157626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -157630.375000 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -157630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -157632.421875 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -157632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -157635.218750 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -157635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157636.718750 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -157636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -157637.406250 Penalty: 2555.936523
	Iteration 32Q: 3 clusters Score -157637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -157637.984375 Penalty: 2555.936523
	Iteration 33Q: 3 clusters Score -157638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157638.921875 Penalty: 2555.936523
	Iteration 34Q: 3 clusters Score -157638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -157639.484375 Penalty: 2555.936523
	Iteration 35Q: 3 clusters Score -157639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -157640.562500 Penalty: 2555.936523
	Iteration 36Q: 3 clusters Score -157640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -157640.781250 Penalty: 2555.936523
	Iteration 37Q: 3 clusters Score -157640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157640.890625 Penalty: 2555.936523
	Iteration 38Q: 3 clusters Score -157640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157640.890625 Penalty: 2555.936523
	Iteration 39F: 3 clusters Score -157640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -145864.843750 Penalty: 1303.720703
	Iteration 0F: 2 clusters Score -145864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -143073.046875 Penalty: 2607.441406
	Iteration 0F: 3 clusters Score -143073 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -143829.921875 Penalty: 2607.441406
	Iteration 1F: 3 clusters Score -143829.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -144003.093750 Penalty: 2607.441406
	Iteration 2F: 3 clusters Score -144003.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -144115.359375 Penalty: 2607.441406
	Iteration 3Q: 3 clusters Score -144115.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -144213.468750 Penalty: 2607.441406
	Iteration 4Q: 3 clusters Score -144213.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -144285.656250 Penalty: 2607.441406
	Iteration 5Q: 3 clusters Score -144285.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144345.937500 Penalty: 2607.441406
	Iteration 6Q: 3 clusters Score -144345.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144397.750000 Penalty: 2607.441406
	Iteration 7Q: 3 clusters Score -144397.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144449.843750 Penalty: 2607.441406
	Iteration 8Q: 3 clusters Score -144449.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144491.312500 Penalty: 2607.441406
	Iteration 9Q: 3 clusters Score -144491.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144525.031250 Penalty: 2607.441406
	Iteration 10Q: 3 clusters Score -144525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144551.812500 Penalty: 2607.441406
	Iteration 11Q: 3 clusters Score -144551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144573.171875 Penalty: 2607.441406
	Iteration 12Q: 3 clusters Score -144573.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -144594.500000 Penalty: 2607.441406
	Iteration 13Q: 3 clusters Score -144594.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -144610.500000 Penalty: 2607.441406
	Iteration 14Q: 3 clusters Score -144610.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -144623.453125 Penalty: 2607.441406
	Iteration 15Q: 3 clusters Score -144623.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -144636.781250 Penalty: 2607.441406
	Iteration 16Q: 3 clusters Score -144636.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -144651.312500 Penalty: 2607.441406
	Iteration 17Q: 3 clusters Score -144651.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -144667.609375 Penalty: 2607.441406
	Iteration 18Q: 3 clusters Score -144667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144680.171875 Penalty: 2607.441406
	Iteration 19Q: 3 clusters Score -144680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -144689.796875 Penalty: 2607.441406
	Iteration 20F: 3 clusters Score -144689.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144706.734375 Penalty: 2607.441406
	Iteration 21Q: 3 clusters Score -144706.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -144726.046875 Penalty: 2607.441406
	Iteration 22Q: 3 clusters Score -144726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144749.859375 Penalty: 2607.441406
	Iteration 23Q: 3 clusters Score -144749.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144774.140625 Penalty: 2607.441406
	Iteration 24Q: 3 clusters Score -144774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -144786.421875 Penalty: 2607.441406
	Iteration 25Q: 3 clusters Score -144786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144797.906250 Penalty: 2607.441406
	Iteration 26Q: 3 clusters Score -144797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144810.750000 Penalty: 2607.441406
	Iteration 27Q: 3 clusters Score -144810.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144822.281250 Penalty: 2607.441406
	Iteration 28Q: 3 clusters Score -144822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144829.859375 Penalty: 2607.441406
	Iteration 29Q: 3 clusters Score -144829.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144835.015625 Penalty: 2607.441406
	Iteration 30Q: 3 clusters Score -144835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144838.953125 Penalty: 2607.441406
	Iteration 31Q: 3 clusters Score -144839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -144842.609375 Penalty: 2607.441406
	Iteration 32Q: 3 clusters Score -144842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144849.640625 Penalty: 2607.441406
	Iteration 33Q: 3 clusters Score -144849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144855.187500 Penalty: 2607.441406
	Iteration 34Q: 3 clusters Score -144855.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144862.343750 Penalty: 2607.441406
	Iteration 35Q: 3 clusters Score -144862.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -144871.796875 Penalty: 2607.441406
	Iteration 36Q: 3 clusters Score -144871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144880.265625 Penalty: 2607.441406
	Iteration 37Q: 3 clusters Score -144880.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144887.500000 Penalty: 2607.441406
	Iteration 38Q: 3 clusters Score -144887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144894.093750 Penalty: 2607.441406
	Iteration 39Q: 3 clusters Score -144894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144904.296875 Penalty: 2607.441406
	Iteration 40F: 3 clusters Score -144904.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144910.750000 Penalty: 2607.441406
	Iteration 41Q: 3 clusters Score -144910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144915.562500 Penalty: 2607.441406
	Iteration 42Q: 3 clusters Score -144915.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144922.171875 Penalty: 2607.441406
	Iteration 43Q: 3 clusters Score -144922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144926.671875 Penalty: 2607.441406
	Iteration 44Q: 3 clusters Score -144926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144929.828125 Penalty: 2607.441406
	Iteration 45Q: 3 clusters Score -144929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -144932.390625 Penalty: 2607.441406
	Iteration 46Q: 3 clusters Score -144932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144936.625000 Penalty: 2607.441406
	Iteration 47Q: 3 clusters Score -144936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144939.296875 Penalty: 2607.441406
	Iteration 48Q: 3 clusters Score -144939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144941.562500 Penalty: 2607.441406
	Iteration 49Q: 3 clusters Score -144941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -144943.343750 Penalty: 2607.441406
	Iteration 50Q: 3 clusters Score -144943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144943.359375 Penalty: 2607.441406
	Iteration 51Q: 3 clusters Score -144943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144943.359375 Penalty: 2607.441406
	Iteration 52F: 3 clusters Score -144943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -352789.843750 Penalty: 1412.611328
	Iteration 0F: 2 clusters Score -352789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -348226.718750 Penalty: 2825.222656
	Iteration 0F: 3 clusters Score -348226.7 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -349509.593750 Penalty: 2825.222656
	Iteration 1F: 3 clusters Score -349509.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -349702.562500 Penalty: 2825.222656
	Iteration 2F: 3 clusters Score -349702.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -349824.125000 Penalty: 2825.222656
	Iteration 3Q: 3 clusters Score -349824.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -349920.093750 Penalty: 2825.222656
	Iteration 4Q: 3 clusters Score -349920.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -350013.437500 Penalty: 2825.222656
	Iteration 5Q: 3 clusters Score -350013.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -350114.062500 Penalty: 2825.222656
	Iteration 6Q: 3 clusters Score -350114.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -350209.843750 Penalty: 2825.222656
	Iteration 7Q: 3 clusters Score -350209.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -350300.937500 Penalty: 2825.222656
	Iteration 8Q: 3 clusters Score -350300.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -350397.031250 Penalty: 2825.222656
	Iteration 9Q: 3 clusters Score -350397 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -350501.250000 Penalty: 2825.222656
	Iteration 10Q: 3 clusters Score -350501.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -350614.812500 Penalty: 2825.222656
	Iteration 11Q: 3 clusters Score -350614.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350732.937500 Penalty: 2825.222656
	Iteration 12Q: 3 clusters Score -350732.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -350834.687500 Penalty: 2825.222656
	Iteration 13Q: 3 clusters Score -350834.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -350940.812500 Penalty: 2825.222656
	Iteration 14Q: 3 clusters Score -350940.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -351056.218750 Penalty: 2825.222656
	Iteration 15Q: 3 clusters Score -351056.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -351172.812500 Penalty: 2825.222656
	Iteration 16Q: 3 clusters Score -351172.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -351285.875000 Penalty: 2825.222656
	Iteration 17Q: 3 clusters Score -351285.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -351358.437500 Penalty: 2825.222656
	Iteration 18Q: 3 clusters Score -351358.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -351408.343750 Penalty: 2825.222656
	Iteration 19Q: 3 clusters Score -351408.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -351446.218750 Penalty: 2825.222656
	Iteration 20F: 3 clusters Score -351446.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -351478.625000 Penalty: 2825.222656
	Iteration 21Q: 3 clusters Score -351478.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -351503.000000 Penalty: 2825.222656
	Iteration 22Q: 3 clusters Score -351503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -351525.968750 Penalty: 2825.222656
	Iteration 23Q: 3 clusters Score -351526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -351542.500000 Penalty: 2825.222656
	Iteration 24Q: 3 clusters Score -351542.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -351556.656250 Penalty: 2825.222656
	Iteration 25Q: 3 clusters Score -351556.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -351571.437500 Penalty: 2825.222656
	Iteration 26Q: 3 clusters Score -351571.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -351586.843750 Penalty: 2825.222656
	Iteration 27Q: 3 clusters Score -351586.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -351595.656250 Penalty: 2825.222656
	Iteration 28Q: 3 clusters Score -351595.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -351600.875000 Penalty: 2825.222656
	Iteration 29Q: 3 clusters Score -351600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -351604.187500 Penalty: 2825.222656
	Iteration 30Q: 3 clusters Score -351604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -351606.000000 Penalty: 2825.222656
	Iteration 31Q: 3 clusters Score -351606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -351610.500000 Penalty: 2825.222656
	Iteration 32Q: 3 clusters Score -351610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -351611.750000 Penalty: 2825.222656
	Iteration 33Q: 3 clusters Score -351611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -351613.718750 Penalty: 2825.222656
	Iteration 34Q: 3 clusters Score -351613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -351614.343750 Penalty: 2825.222656
	Iteration 35Q: 3 clusters Score -351614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -351617.093750 Penalty: 2825.222656
	Iteration 36Q: 3 clusters Score -351617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -351619.468750 Penalty: 2825.222656
	Iteration 37Q: 3 clusters Score -351619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -351621.156250 Penalty: 2825.222656
	Iteration 38Q: 3 clusters Score -351621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -351621.531250 Penalty: 2825.222656
	Iteration 39Q: 3 clusters Score -351621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -351623.593750 Penalty: 2825.222656
	Iteration 40F: 3 clusters Score -351623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -351624.468750 Penalty: 2825.222656
	Iteration 41Q: 3 clusters Score -351624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -351624.750000 Penalty: 2825.222656
	Iteration 42Q: 3 clusters Score -351624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -351624.750000 Penalty: 2825.222656
	Iteration 43F: 3 clusters Score -351624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -99112.867188 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -99112.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -97074.195312 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -97074.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -97527.210938 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -97527.21 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -97638.242188 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -97638.24 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -97703.101562 Penalty: 2467.191162
	Iteration 3Q: 3 clusters Score -97703.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -97765.210938 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -97765.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -97822.851562 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -97822.85 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97857.984375 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -97857.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -97884.406250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -97884.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97905.796875 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -97905.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97924.367188 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -97924.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -97937.898438 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -97937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97948.015625 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -97948.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97950.367188 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -97950.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97952.726562 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -97952.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -97955.000000 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -97955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -97956.195312 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -97956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -97957.875000 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -97957.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -97960.179688 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -97960.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -97961.812500 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -97961.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -97963.867188 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -97963.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -97964.179688 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -97964.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Entering Unmasked Estep 
Score: -3942322.250000 Penalty: 1807.936279
	Iteration 0F: 2 clusters Score -3942322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3896822.250000 Penalty: 3615.872559
	Iteration 0F: 3 clusters Score -3896822 nChanged 32287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -3915372.750000 Penalty: 3615.872559
	Iteration 1F: 3 clusters Score -3915373 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -3916397.500000 Penalty: 3615.872559
	Iteration 2Q: 3 clusters Score -3916398 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -3917748.750000 Penalty: 3615.872559
	Iteration 3Q: 3 clusters Score -3917749 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -3919775.750000 Penalty: 3615.872559
	Iteration 4F: 3 clusters Score -3919776 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -3922530.750000 Penalty: 3615.872559
	Iteration 5F: 3 clusters Score -3922531 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -3926078.250000 Penalty: 3615.872559
	Iteration 6F: 3 clusters Score -3926078 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -3930015.500000 Penalty: 3615.872559
	Iteration 7F: 3 clusters Score -3930016 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -3933829.000000 Penalty: 3615.872559
	Iteration 8F: 3 clusters Score -3933829 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -3936997.500000 Penalty: 3615.872559
	Iteration 9Q: 3 clusters Score -3936998 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -3938980.000000 Penalty: 3615.872559
	Iteration 10Q: 3 clusters Score -3938980 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -3939975.000000 Penalty: 3615.872559
	Iteration 11Q: 3 clusters Score -3939975 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -3940400.000000 Penalty: 3615.872559
	Iteration 12Q: 3 clusters Score -3940400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -3940572.500000 Penalty: 3615.872559
	Iteration 13Q: 3 clusters Score -3940572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -3940640.250000 Penalty: 3615.872559
	Iteration 14Q: 3 clusters Score -3940640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -3940672.750000 Penalty: 3615.872559
	Iteration 15Q: 3 clusters Score -3940673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -3940709.750000 Penalty: 3615.872559
	Iteration 16Q: 3 clusters Score -3940710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -3940725.000000 Penalty: 3615.872559
	Iteration 17Q: 3 clusters Score -3940725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -3940737.500000 Penalty: 3615.872559
	Iteration 18Q: 3 clusters Score -3940738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -3940741.500000 Penalty: 3615.872559
	Iteration 19Q: 3 clusters Score -3940742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -3940747.750000 Penalty: 3615.872559
	Iteration 20F: 3 clusters Score -3940748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -3940753.500000 Penalty: 3615.872559
	Iteration 21Q: 3 clusters Score -3940754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -3940757.250000 Penalty: 3615.872559
	Iteration 22Q: 3 clusters Score -3940757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -3940763.250000 Penalty: 3615.872559
	Iteration 23Q: 3 clusters Score -3940763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -3940763.250000 Penalty: 3615.872559
	Iteration 24F: 3 clusters Score -3940763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -216130.671875 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -216130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -213110.156250 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -213110.2 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -213884.140625 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -213884.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -214051.671875 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -214051.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -214150.281250 Penalty: 2647.397949
	Iteration 3F: 3 clusters Score -214150.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -214215.203125 Penalty: 2647.397949
	Iteration 4Q: 3 clusters Score -214215.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -214264.500000 Penalty: 2647.397949
	Iteration 5Q: 3 clusters Score -214264.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -214302.343750 Penalty: 2647.397949
	Iteration 6Q: 3 clusters Score -214302.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -214329.421875 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -214329.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -214354.640625 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -214354.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -214372.906250 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -214372.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -214389.828125 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -214389.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -214405.578125 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -214405.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -214417.750000 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -214417.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -214424.656250 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -214424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -214430.281250 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -214430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -214434.625000 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -214434.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -214439.359375 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -214439.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -214444.046875 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -214444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -214446.906250 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -214446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -214449.109375 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -214449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -214452.859375 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -214452.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -214456.578125 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -214456.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -214459.984375 Penalty: 2647.397949
	Iteration 22Q: 3 clusters Score -214460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -214460.437500 Penalty: 2647.397949
	Iteration 23Q: 3 clusters Score -214460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -214462.468750 Penalty: 2647.397949
	Iteration 24Q: 3 clusters Score -214462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -214464.921875 Penalty: 2647.397949
	Iteration 25Q: 3 clusters Score -214464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -214468.234375 Penalty: 2647.397949
	Iteration 26Q: 3 clusters Score -214468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -214471.171875 Penalty: 2647.397949
	Iteration 27Q: 3 clusters Score -214471.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -214476.468750 Penalty: 2647.397949
	Iteration 28Q: 3 clusters Score -214476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -214482.375000 Penalty: 2647.397949
	Iteration 29Q: 3 clusters Score -214482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -214486.250000 Penalty: 2647.397949
	Iteration 30Q: 3 clusters Score -214486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -214490.046875 Penalty: 2647.397949
	Iteration 31Q: 3 clusters Score -214490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -214497.078125 Penalty: 2647.397949
	Iteration 32Q: 3 clusters Score -214497.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -214503.500000 Penalty: 2647.397949
	Iteration 33Q: 3 clusters Score -214503.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -214509.187500 Penalty: 2647.397949
	Iteration 34Q: 3 clusters Score -214509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -214516.343750 Penalty: 2647.397949
	Iteration 35Q: 3 clusters Score -214516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -214525.921875 Penalty: 2647.397949
	Iteration 36Q: 3 clusters Score -214525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -214535.328125 Penalty: 2647.397949
	Iteration 37Q: 3 clusters Score -214535.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -214548.421875 Penalty: 2647.397949
	Iteration 38Q: 3 clusters Score -214548.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -214571.640625 Penalty: 2647.397949
	Iteration 39Q: 3 clusters Score -214571.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -214599.984375 Penalty: 2647.397949
	Iteration 40F: 3 clusters Score -214600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -214627.234375 Penalty: 2647.397949
	Iteration 41Q: 3 clusters Score -214627.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -214661.000000 Penalty: 2647.397949
	Iteration 42Q: 3 clusters Score -214661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -214702.703125 Penalty: 2647.397949
	Iteration 43Q: 3 clusters Score -214702.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -214740.156250 Penalty: 2647.397949
	Iteration 44Q: 3 clusters Score -214740.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -214783.250000 Penalty: 2647.397949
	Iteration 45Q: 3 clusters Score -214783.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -214815.437500 Penalty: 2647.397949
	Iteration 46Q: 3 clusters Score -214815.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -214846.609375 Penalty: 2647.397949
	Iteration 47Q: 3 clusters Score -214846.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -214877.125000 Penalty: 2647.397949
	Iteration 48Q: 3 clusters Score -214877.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -214904.656250 Penalty: 2647.397949
	Iteration 49Q: 3 clusters Score -214904.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -214934.343750 Penalty: 2647.397949
	Iteration 50Q: 3 clusters Score -214934.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -214965.828125 Penalty: 2647.397949
	Iteration 51Q: 3 clusters Score -214965.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -215001.390625 Penalty: 2647.397949
	Iteration 52Q: 3 clusters Score -215001.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -215065.453125 Penalty: 2647.397949
	Iteration 53Q: 3 clusters Score -215065.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -215136.421875 Penalty: 2647.397949
	Iteration 54Q: 3 clusters Score -215136.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -215196.437500 Penalty: 2647.397949
	Iteration 55Q: 3 clusters Score -215196.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -215239.109375 Penalty: 2647.397949
	Iteration 56Q: 3 clusters Score -215239.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -215269.421875 Penalty: 2647.397949
	Iteration 57Q: 3 clusters Score -215269.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215297.515625 Penalty: 2647.397949
	Iteration 58Q: 3 clusters Score -215297.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -215314.015625 Penalty: 2647.397949
	Iteration 59Q: 3 clusters Score -215314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -215330.984375 Penalty: 2647.397949
	Iteration 60F: 3 clusters Score -215331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -215356.468750 Penalty: 2647.397949
	Iteration 61Q: 3 clusters Score -215356.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -215376.359375 Penalty: 2647.397949
	Iteration 62Q: 3 clusters Score -215376.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -215386.390625 Penalty: 2647.397949
	Iteration 63Q: 3 clusters Score -215386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -215391.359375 Penalty: 2647.397949
	Iteration 64Q: 3 clusters Score -215391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215395.812500 Penalty: 2647.397949
	Iteration 65Q: 3 clusters Score -215395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215398.875000 Penalty: 2647.397949
	Iteration 66Q: 3 clusters Score -215398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -215399.953125 Penalty: 2647.397949
	Iteration 67Q: 3 clusters Score -215400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -215401.828125 Penalty: 2647.397949
	Iteration 68Q: 3 clusters Score -215401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -215403.750000 Penalty: 2647.397949
	Iteration 69Q: 3 clusters Score -215403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215406.781250 Penalty: 2647.397949
	Iteration 70Q: 3 clusters Score -215406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215408.500000 Penalty: 2647.397949
	Iteration 71Q: 3 clusters Score -215408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215409.093750 Penalty: 2647.397949
	Iteration 72Q: 3 clusters Score -215409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215409.093750 Penalty: 2647.397949
	Iteration 73F: 3 clusters Score -215409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Entering Unmasked Estep 
Score: -1453729.375000 Penalty: 1640.828857
	Iteration 0F: 2 clusters Score -1453729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1437311.000000 Penalty: 3281.657715
	Iteration 0F: 3 clusters Score -1437311 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1443426.875000 Penalty: 3281.657715
	Iteration 1F: 3 clusters Score -1443427 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1443953.375000 Penalty: 3281.657715
	Iteration 2F: 3 clusters Score -1443953 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1444537.375000 Penalty: 3281.657715
	Iteration 3F: 3 clusters Score -1444537 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1445168.500000 Penalty: 3281.657715
	Iteration 4F: 3 clusters Score -1445168 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1445799.250000 Penalty: 3281.657715
	Iteration 5F: 3 clusters Score -1445799 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1446437.750000 Penalty: 3281.657715
	Iteration 6F: 3 clusters Score -1446438 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1447027.750000 Penalty: 3281.657715
	Iteration 7Q: 3 clusters Score -1447028 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1447598.125000 Penalty: 3281.657715
	Iteration 8Q: 3 clusters Score -1447598 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1448232.875000 Penalty: 3281.657715
	Iteration 9Q: 3 clusters Score -1448233 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1448796.625000 Penalty: 3281.657715
	Iteration 10Q: 3 clusters Score -1448797 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1449243.375000 Penalty: 3281.657715
	Iteration 11Q: 3 clusters Score -1449243 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1449552.250000 Penalty: 3281.657715
	Iteration 12Q: 3 clusters Score -1449552 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1449746.625000 Penalty: 3281.657715
	Iteration 13Q: 3 clusters Score -1449747 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1449842.375000 Penalty: 3281.657715
	Iteration 14Q: 3 clusters Score -1449842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1449901 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1449944 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1449970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1450002.250000 Penalty: 3281.657715
	Iteration 18Q: 3 clusters Score -1450002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1450022.375000 Penalty: 3281.657715
	Iteration 19Q: 3 clusters Score -1450022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1450036.875000 Penalty: 3281.657715
	Iteration 20F: 3 clusters Score -1450037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1450049.250000 Penalty: 3281.657715
	Iteration 21Q: 3 clusters Score -1450049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1450066.750000 Penalty: 3281.657715
	Iteration 22Q: 3 clusters Score -1450067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1450077.000000 Penalty: 3281.657715
	Iteration 23Q: 3 clusters Score -1450077 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1450089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1450103.375000 Penalty: 3281.657715
	Iteration 25Q: 3 clusters Score -1450103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1450110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1450114.625000 Penalty: 3281.657715
	Iteration 27Q: 3 clusters Score -1450115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1450127.250000 Penalty: 3281.657715
	Iteration 28Q: 3 clusters Score -1450127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1450139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1450152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1450153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1450155 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1450160.750000 Penalty: 3281.657715
	Iteration 33Q: 3 clusters Score -1450161 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1450170.375000 Penalty: 3281.657715
	Iteration 34Q: 3 clusters Score -1450170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1450181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1450190.250000 Penalty: 3281.657715
	Iteration 36Q: 3 clusters Score -1450190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1450200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1450199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1450197.750000 Penalty: 3281.657715
	Iteration 39Q: 3 clusters Score -1450198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1450205.250000 Penalty: 3281.657715
	Iteration 40F: 3 clusters Score -1450205 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1450210.000000 Penalty: 3281.657715
	Iteration 41Q: 3 clusters Score -1450210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1450215.250000 Penalty: 3281.657715
	Iteration 42Q: 3 clusters Score -1450215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1450223.500000 Penalty: 3281.657715
	Iteration 43Q: 3 clusters Score -1450224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1450229.875000 Penalty: 3281.657715
	Iteration 44Q: 3 clusters Score -1450230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1450233.500000 Penalty: 3281.657715
	Iteration 45Q: 3 clusters Score -1450234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1450242.625000 Penalty: 3281.657715
	Iteration 46Q: 3 clusters Score -1450243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1450248.000000 Penalty: 3281.657715
	Iteration 47Q: 3 clusters Score -1450248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1450254.250000 Penalty: 3281.657715
	Iteration 48Q: 3 clusters Score -1450254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1450256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1450261.625000 Penalty: 3281.657715
	Iteration 50Q: 3 clusters Score -1450262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1450270.875000 Penalty: 3281.657715
	Iteration 51Q: 3 clusters Score -1450271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1450278.500000 Penalty: 3281.657715
	Iteration 52Q: 3 clusters Score -1450278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1450284.000000 Penalty: 3281.657715
	Iteration 53Q: 3 clusters Score -1450284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1450287.750000 Penalty: 3281.657715
	Iteration 54Q: 3 clusters Score -1450288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1450283.875000 Penalty: 3281.657715
	Iteration 55Q: 3 clusters Score -1450284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1450285.125000 Penalty: 3281.657715
	Iteration 56Q: 3 clusters Score -1450285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1450286.125000 Penalty: 3281.657715
	Iteration 57Q: 3 clusters Score -1450286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1450290.375000 Penalty: 3281.657715
	Iteration 58Q: 3 clusters Score -1450290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1450293.250000 Penalty: 3281.657715
	Iteration 59Q: 3 clusters Score -1450293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1450296.500000 Penalty: 3281.657715
	Iteration 60F: 3 clusters Score -1450296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1450304.875000 Penalty: 3281.657715
	Iteration 61Q: 3 clusters Score -1450305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1450306.875000 Penalty: 3281.657715
	Iteration 62Q: 3 clusters Score -1450307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1450306.875000 Penalty: 3281.657715
	Iteration 63Q: 3 clusters Score -1450307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1450307.625000 Penalty: 3281.657715
	Iteration 64Q: 3 clusters Score -1450308 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1450311.750000 Penalty: 3281.657715
	Iteration 65Q: 3 clusters Score -1450312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1450309.500000 Penalty: 3281.657715
	Iteration 66Q: 3 clusters Score -1450310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1450313.750000 Penalty: 3281.657715
	Iteration 67Q: 3 clusters Score -1450314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1450313.625000 Penalty: 3281.657715
	Iteration 68Q: 3 clusters Score -1450314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1450317.000000 Penalty: 3281.657715
	Iteration 69Q: 3 clusters Score -1450317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1450317.500000 Penalty: 3281.657715
	Iteration 70Q: 3 clusters Score -1450318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1450317.250000 Penalty: 3281.657715
	Iteration 71Q: 3 clusters Score -1450317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1450318.125000 Penalty: 3281.657715
	Iteration 72Q: 3 clusters Score -1450318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1450323.875000 Penalty: 3281.657715
	Iteration 73Q: 3 clusters Score -1450324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1450325.375000 Penalty: 3281.657715
	Iteration 74Q: 3 clusters Score -1450325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1450323.250000 Penalty: 3281.657715
	Iteration 75Q: 3 clusters Score -1450323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1450327.750000 Penalty: 3281.657715
	Iteration 76Q: 3 clusters Score -1450328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1450330.875000 Penalty: 3281.657715
	Iteration 77Q: 3 clusters Score -1450331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1450332.750000 Penalty: 3281.657715
	Iteration 78Q: 3 clusters Score -1450333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1450342.375000 Penalty: 3281.657715
	Iteration 79Q: 3 clusters Score -1450342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1450346.125000 Penalty: 3281.657715
	Iteration 80F: 3 clusters Score -1450346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1450354.500000 Penalty: 3281.657715
	Iteration 81Q: 3 clusters Score -1450354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1450361.500000 Penalty: 3281.657715
	Iteration 82Q: 3 clusters Score -1450362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1450368.000000 Penalty: 3281.657715
	Iteration 83Q: 3 clusters Score -1450368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1450372.125000 Penalty: 3281.657715
	Iteration 84Q: 3 clusters Score -1450372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1450381.000000 Penalty: 3281.657715
	Iteration 85Q: 3 clusters Score -1450381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1450391.000000 Penalty: 3281.657715
	Iteration 86Q: 3 clusters Score -1450391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1450396.875000 Penalty: 3281.657715
	Iteration 87Q: 3 clusters Score -1450397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1450406.500000 Penalty: 3281.657715
	Iteration 88Q: 3 clusters Score -1450406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1450416.500000 Penalty: 3281.657715
	Iteration 89Q: 3 clusters Score -1450416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1450419.125000 Penalty: 3281.657715
	Iteration 90Q: 3 clusters Score -1450419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1450429.875000 Penalty: 3281.657715
	Iteration 91Q: 3 clusters Score -1450430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1450447.875000 Penalty: 3281.657715
	Iteration 92Q: 3 clusters Score -1450448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1450464.500000 Penalty: 3281.657715
	Iteration 93Q: 3 clusters Score -1450464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1450480.375000 Penalty: 3281.657715
	Iteration 94Q: 3 clusters Score -1450480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1450501.000000 Penalty: 3281.657715
	Iteration 95Q: 3 clusters Score -1450501 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1450530.000000 Penalty: 3281.657715
	Iteration 96Q: 3 clusters Score -1450530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1450571.875000 Penalty: 3281.657715
	Iteration 97Q: 3 clusters Score -1450572 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1450605.750000 Penalty: 3281.657715
	Iteration 98Q: 3 clusters Score -1450606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1450644.875000 Penalty: 3281.657715
	Iteration 99Q: 3 clusters Score -1450645 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1450696.125000 Penalty: 3281.657715
	Iteration 100F: 3 clusters Score -1450696 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1450760.375000 Penalty: 3281.657715
	Iteration 101Q: 3 clusters Score -1450760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1450829.500000 Penalty: 3281.657715
	Iteration 102Q: 3 clusters Score -1450830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1450901.500000 Penalty: 3281.657715
	Iteration 103Q: 3 clusters Score -1450902 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1450977.375000 Penalty: 3281.657715
	Iteration 104Q: 3 clusters Score -1450977 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1451054.625000 Penalty: 3281.657715
	Iteration 105Q: 3 clusters Score -1451055 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1451153.500000 Penalty: 3281.657715
	Iteration 106Q: 3 clusters Score -1451154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1451240.750000 Penalty: 3281.657715
	Iteration 107Q: 3 clusters Score -1451241 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1451351.125000 Penalty: 3281.657715
	Iteration 108Q: 3 clusters Score -1451351 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1451454.875000 Penalty: 3281.657715
	Iteration 109Q: 3 clusters Score -1451455 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1451565.125000 Penalty: 3281.657715
	Iteration 110Q: 3 clusters Score -1451565 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1451671.250000 Penalty: 3281.657715
	Iteration 111Q: 3 clusters Score -1451671 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1451772.250000 Penalty: 3281.657715
	Iteration 112Q: 3 clusters Score -1451772 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1451871.500000 Penalty: 3281.657715
	Iteration 113Q: 3 clusters Score -1451872 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -1451986.375000 Penalty: 3281.657715
	Iteration 114Q: 3 clusters Score -1451986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -1452074.625000 Penalty: 3281.657715
	Iteration 115Q: 3 clusters Score -1452075 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -1452155.375000 Penalty: 3281.657715
	Iteration 116Q: 3 clusters Score -1452155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1452219.875000 Penalty: 3281.657715
	Iteration 117Q: 3 clusters Score -1452220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1452277.000000 Penalty: 3281.657715
	Iteration 118Q: 3 clusters Score -1452277 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -1452308.000000 Penalty: 3281.657715
	Iteration 119Q: 3 clusters Score -1452308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1452340.750000 Penalty: 3281.657715
	Iteration 120F: 3 clusters Score -1452341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1452374.500000 Penalty: 3281.657715
	Iteration 121Q: 3 clusters Score -1452374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -1452392.375000 Penalty: 3281.657715
	Iteration 122Q: 3 clusters Score -1452392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1452412.250000 Penalty: 3281.657715
	Iteration 123Q: 3 clusters Score -1452412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1452427.000000 Penalty: 3281.657715
	Iteration 124Q: 3 clusters Score -1452427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1452444.000000 Penalty: 3281.657715
	Iteration 125Q: 3 clusters Score -1452444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -1452460.375000 Penalty: 3281.657715
	Iteration 126Q: 3 clusters Score -1452460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1452473.375000 Penalty: 3281.657715
	Iteration 127Q: 3 clusters Score -1452473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1452485.500000 Penalty: 3281.657715
	Iteration 128Q: 3 clusters Score -1452486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -1452499.000000 Penalty: 3281.657715
	Iteration 129Q: 3 clusters Score -1452499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -1452515.875000 Penalty: 3281.657715
	Iteration 130Q: 3 clusters Score -1452516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -1452523.875000 Penalty: 3281.657715
	Iteration 131Q: 3 clusters Score -1452524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -1452539.125000 Penalty: 3281.657715
	Iteration 132Q: 3 clusters Score -1452539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -1452547.500000 Penalty: 3281.657715
	Iteration 133Q: 3 clusters Score -1452548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1452554.125000 Penalty: 3281.657715
	Iteration 134Q: 3 clusters Score -1452554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1452561.500000 Penalty: 3281.657715
	Iteration 135Q: 3 clusters Score -1452562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -1452568.750000 Penalty: 3281.657715
	Iteration 136Q: 3 clusters Score -1452569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1452580.875000 Penalty: 3281.657715
	Iteration 137Q: 3 clusters Score -1452581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1452587.000000 Penalty: 3281.657715
	Iteration 138Q: 3 clusters Score -1452587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -1452595.125000 Penalty: 3281.657715
	Iteration 139Q: 3 clusters Score -1452595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -1452600.625000 Penalty: 3281.657715
	Iteration 140F: 3 clusters Score -1452601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -1452606.750000 Penalty: 3281.657715
	Iteration 141Q: 3 clusters Score -1452607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -1452612.750000 Penalty: 3281.657715
	Iteration 142Q: 3 clusters Score -1452613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -1452617.625000 Penalty: 3281.657715
	Iteration 143Q: 3 clusters Score -1452618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1452624.125000 Penalty: 3281.657715
	Iteration 144Q: 3 clusters Score -1452624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1452627.000000 Penalty: 3281.657715
	Iteration 145Q: 3 clusters Score -1452627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -1452629.625000 Penalty: 3281.657715
	Iteration 146Q: 3 clusters Score -1452630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1452631.375000 Penalty: 3281.657715
	Iteration 147Q: 3 clusters Score -1452631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1452631.000000 Penalty: 3281.657715
	Iteration 148Q: 3 clusters Score -1452631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -1452631.250000 Penalty: 3281.657715
	Iteration 149Q: 3 clusters Score -1452631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1452637.250000 Penalty: 3281.657715
	Iteration 150Q: 3 clusters Score -1452637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1452638.375000 Penalty: 3281.657715
	Iteration 151Q: 3 clusters Score -1452638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1452645.125000 Penalty: 3281.657715
	Iteration 152Q: 3 clusters Score -1452645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -1452647.375000 Penalty: 3281.657715
	Iteration 153Q: 3 clusters Score -1452647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1452652.125000 Penalty: 3281.657715
	Iteration 154Q: 3 clusters Score -1452652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -1452655.750000 Penalty: 3281.657715
	Iteration 155Q: 3 clusters Score -1452656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1452654.625000 Penalty: 3281.657715
	Iteration 156Q: 3 clusters Score -1452655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -1452654.750000 Penalty: 3281.657715
	Iteration 157Q: 3 clusters Score -1452655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1452656.375000 Penalty: 3281.657715
	Iteration 158Q: 3 clusters Score -1452656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1452657.250000 Penalty: 3281.657715
	Iteration 159Q: 3 clusters Score -1452657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1452659.250000 Penalty: 3281.657715
	Iteration 160F: 3 clusters Score -1452659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1452657.250000 Penalty: 3281.657715
	Iteration 161Q: 3 clusters Score -1452657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1452659.500000 Penalty: 3281.657715
	Iteration 162Q: 3 clusters Score -1452660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -1452658.625000 Penalty: 3281.657715
	Iteration 163Q: 3 clusters Score -1452659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -1452661.625000 Penalty: 3281.657715
	Iteration 164Q: 3 clusters Score -1452662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1452661.875000 Penalty: 3281.657715
	Iteration 165Q: 3 clusters Score -1452662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -1452662.875000 Penalty: 3281.657715
	Iteration 166Q: 3 clusters Score -1452663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1452663.125000 Penalty: 3281.657715
	Iteration 167Q: 3 clusters Score -1452663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1452663.125000 Penalty: 3281.657715
	Iteration 168F: 3 clusters Score -1452663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -464398.125000 Penalty: 1469.600464
	Iteration 0F: 2 clusters Score -464398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -458255.031250 Penalty: 2939.200928
	Iteration 0F: 3 clusters Score -458255 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -460165.093750 Penalty: 2939.200928
	Iteration 1F: 3 clusters Score -460165.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -460434.593750 Penalty: 2939.200928
	Iteration 2F: 3 clusters Score -460434.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -460674.000000 Penalty: 2939.200928
	Iteration 3F: 3 clusters Score -460674 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -460912.437500 Penalty: 2939.200928
	Iteration 4F: 3 clusters Score -460912.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -461179.656250 Penalty: 2939.200928
	Iteration 5F: 3 clusters Score -461179.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -461486.218750 Penalty: 2939.200928
	Iteration 6F: 3 clusters Score -461486.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -461830.468750 Penalty: 2939.200928
	Iteration 7F: 3 clusters Score -461830.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -462147.656250 Penalty: 2939.200928
	Iteration 8Q: 3 clusters Score -462147.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -462436.187500 Penalty: 2939.200928
	Iteration 9Q: 3 clusters Score -462436.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -462647.062500 Penalty: 2939.200928
	Iteration 10Q: 3 clusters Score -462647.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -462819.781250 Penalty: 2939.200928
	Iteration 11Q: 3 clusters Score -462819.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -462945.468750 Penalty: 2939.200928
	Iteration 12Q: 3 clusters Score -462945.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -463017.750000 Penalty: 2939.200928
	Iteration 13Q: 3 clusters Score -463017.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -463058.656250 Penalty: 2939.200928
	Iteration 14Q: 3 clusters Score -463058.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -463095.312500 Penalty: 2939.200928
	Iteration 15Q: 3 clusters Score -463095.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -463118.375000 Penalty: 2939.200928
	Iteration 16Q: 3 clusters Score -463118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -463133.781250 Penalty: 2939.200928
	Iteration 17Q: 3 clusters Score -463133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -463145.250000 Penalty: 2939.200928
	Iteration 18Q: 3 clusters Score -463145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -463153.812500 Penalty: 2939.200928
	Iteration 19Q: 3 clusters Score -463153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -463154.281250 Penalty: 2939.200928
	Iteration 20F: 3 clusters Score -463154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -463155.125000 Penalty: 2939.200928
	Iteration 21Q: 3 clusters Score -463155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -463155.125000 Penalty: 2939.200928
	Iteration 22F: 3 clusters Score -463155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Entering Unmasked Estep 
Score: -636398.062500 Penalty: 1513.052246
	Iteration 0F: 2 clusters Score -636398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -628619.437500 Penalty: 3026.104492
	Iteration 0F: 3 clusters Score -628619.4 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -631431.437500 Penalty: 3026.104492
	Iteration 1F: 3 clusters Score -631431.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -631883.062500 Penalty: 3026.104492
	Iteration 2F: 3 clusters Score -631883.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -632303.000000 Penalty: 3026.104492
	Iteration 3F: 3 clusters Score -632303 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -632746.312500 Penalty: 3026.104492
	Iteration 4F: 3 clusters Score -632746.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -633217.250000 Penalty: 3026.104492
	Iteration 5F: 3 clusters Score -633217.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -633680.500000 Penalty: 3026.104492
	Iteration 6F: 3 clusters Score -633680.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -634106.187500 Penalty: 3026.104492
	Iteration 7F: 3 clusters Score -634106.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -634451.250000 Penalty: 3026.104492
	Iteration 8Q: 3 clusters Score -634451.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -634743.000000 Penalty: 3026.104492
	Iteration 9Q: 3 clusters Score -634743 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -634958.062500 Penalty: 3026.104492
	Iteration 10Q: 3 clusters Score -634958.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -635130.125000 Penalty: 3026.104492
	Iteration 11Q: 3 clusters Score -635130.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -635255.312500 Penalty: 3026.104492
	Iteration 12Q: 3 clusters Score -635255.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -635378.187500 Penalty: 3026.104492
	Iteration 13Q: 3 clusters Score -635378.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -635490.625000 Penalty: 3026.104492
	Iteration 14Q: 3 clusters Score -635490.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -635623.750000 Penalty: 3026.104492
	Iteration 15Q: 3 clusters Score -635623.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -635779.812500 Penalty: 3026.104492
	Iteration 16Q: 3 clusters Score -635779.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -635941.062500 Penalty: 3026.104492
	Iteration 17Q: 3 clusters Score -635941.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -636049.437500 Penalty: 3026.104492
	Iteration 18Q: 3 clusters Score -636049.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -636117.562500 Penalty: 3026.104492
	Iteration 19Q: 3 clusters Score -636117.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -636165.062500 Penalty: 3026.104492
	Iteration 20F: 3 clusters Score -636165.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -636209.250000 Penalty: 3026.104492
	Iteration 21Q: 3 clusters Score -636209.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -636259.062500 Penalty: 3026.104492
	Iteration 22Q: 3 clusters Score -636259.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -636310.187500 Penalty: 3026.104492
	Iteration 23Q: 3 clusters Score -636310.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -636356.750000 Penalty: 3026.104492
	Iteration 24Q: 3 clusters Score -636356.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -636392.125000 Penalty: 3026.104492
	Iteration 25Q: 3 clusters Score -636392.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -636425.000000 Penalty: 3026.104492
	Iteration 26Q: 3 clusters Score -636425 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -636457.062500 Penalty: 3026.104492
	Iteration 27Q: 3 clusters Score -636457.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -636492.312500 Penalty: 3026.104492
	Iteration 28Q: 3 clusters Score -636492.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -636538.187500 Penalty: 3026.104492
	Iteration 29Q: 3 clusters Score -636538.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -636570.250000 Penalty: 3026.104492
	Iteration 30Q: 3 clusters Score -636570.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -636592.250000 Penalty: 3026.104492
	Iteration 31Q: 3 clusters Score -636592.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -636606.375000 Penalty: 3026.104492
	Iteration 32Q: 3 clusters Score -636606.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -636616.812500 Penalty: 3026.104492
	Iteration 33Q: 3 clusters Score -636616.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -636628.875000 Penalty: 3026.104492
	Iteration 34Q: 3 clusters Score -636628.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -636636.375000 Penalty: 3026.104492
	Iteration 35Q: 3 clusters Score -636636.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -636641.312500 Penalty: 3026.104492
	Iteration 36Q: 3 clusters Score -636641.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -636646.812500 Penalty: 3026.104492
	Iteration 37Q: 3 clusters Score -636646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -636653.187500 Penalty: 3026.104492
	Iteration 38Q: 3 clusters Score -636653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -636657.750000 Penalty: 3026.104492
	Iteration 39Q: 3 clusters Score -636657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -636661.062500 Penalty: 3026.104492
	Iteration 40F: 3 clusters Score -636661.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -636664.875000 Penalty: 3026.104492
	Iteration 41Q: 3 clusters Score -636664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -636666.187500 Penalty: 3026.104492
	Iteration 42Q: 3 clusters Score -636666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -636665.687500 Penalty: 3026.104492
	Iteration 43Q: 3 clusters Score -636665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -636666.500000 Penalty: 3026.104492
	Iteration 44Q: 3 clusters Score -636666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -636666.562500 Penalty: 3026.104492
	Iteration 45Q: 3 clusters Score -636666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -636666.687500 Penalty: 3026.104492
	Iteration 46Q: 3 clusters Score -636666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -636666.437500 Penalty: 3026.104492
	Iteration 47Q: 3 clusters Score -636666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -636667.062500 Penalty: 3026.104492
	Iteration 48Q: 3 clusters Score -636667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -636667.062500 Penalty: 3026.104492
	Iteration 49F: 3 clusters Score -636667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10095 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67898 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24280 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 16765 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 7059 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
Score: -10561197.000000 Penalty: 37551.386719
Splitting cluster 12 changes total score from -10561407.000000 to -10561197.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Entering Unmasked Estep 
Score: -950246.812500 Penalty: 1580.645386
	Iteration 0F: 2 clusters Score -950246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -938806.375000 Penalty: 3161.290771
	Iteration 0F: 3 clusters Score -938806.4 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -943186.812500 Penalty: 3161.290771
	Iteration 1F: 3 clusters Score -943186.8 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -943851.687500 Penalty: 3161.290771
	Iteration 2F: 3 clusters Score -943851.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -944547.375000 Penalty: 3161.290771
	Iteration 3F: 3 clusters Score -944547.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -945293.750000 Penalty: 3161.290771
	Iteration 4F: 3 clusters Score -945293.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -946002.937500 Penalty: 3161.290771
	Iteration 5F: 3 clusters Score -946002.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -946530.562500 Penalty: 3161.290771
	Iteration 6F: 3 clusters Score -946530.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -946907.812500 Penalty: 3161.290771
	Iteration 7Q: 3 clusters Score -946907.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -947159.937500 Penalty: 3161.290771
	Iteration 8Q: 3 clusters Score -947159.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -947343.875000 Penalty: 3161.290771
	Iteration 9Q: 3 clusters Score -947343.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -947491.687500 Penalty: 3161.290771
	Iteration 10Q: 3 clusters Score -947491.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -947624.937500 Penalty: 3161.290771
	Iteration 11Q: 3 clusters Score -947624.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -947732.500000 Penalty: 3161.290771
	Iteration 12Q: 3 clusters Score -947732.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -947818.375000 Penalty: 3161.290771
	Iteration 13Q: 3 clusters Score -947818.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -947871.687500 Penalty: 3161.290771
	Iteration 14Q: 3 clusters Score -947871.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -947904.687500 Penalty: 3161.290771
	Iteration 15Q: 3 clusters Score -947904.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -947930.312500 Penalty: 3161.290771
	Iteration 16Q: 3 clusters Score -947930.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -947947.562500 Penalty: 3161.290771
	Iteration 17Q: 3 clusters Score -947947.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -947965.437500 Penalty: 3161.290771
	Iteration 18Q: 3 clusters Score -947965.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -947981.937500 Penalty: 3161.290771
	Iteration 19Q: 3 clusters Score -947981.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -947992.375000 Penalty: 3161.290771
	Iteration 20F: 3 clusters Score -947992.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -948009.812500 Penalty: 3161.290771
	Iteration 21Q: 3 clusters Score -948009.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -948022.687500 Penalty: 3161.290771
	Iteration 22Q: 3 clusters Score -948022.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -948035.000000 Penalty: 3161.290771
	Iteration 23Q: 3 clusters Score -948035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -948047.000000 Penalty: 3161.290771
	Iteration 24Q: 3 clusters Score -948047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -948058.187500 Penalty: 3161.290771
	Iteration 25Q: 3 clusters Score -948058.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -948066.500000 Penalty: 3161.290771
	Iteration 26Q: 3 clusters Score -948066.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -948076.500000 Penalty: 3161.290771
	Iteration 27Q: 3 clusters Score -948076.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -948091.437500 Penalty: 3161.290771
	Iteration 28Q: 3 clusters Score -948091.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -948104.875000 Penalty: 3161.290771
	Iteration 29Q: 3 clusters Score -948104.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -948118.250000 Penalty: 3161.290771
	Iteration 30Q: 3 clusters Score -948118.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -948125.187500 Penalty: 3161.290771
	Iteration 31Q: 3 clusters Score -948125.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -948134.812500 Penalty: 3161.290771
	Iteration 32Q: 3 clusters Score -948134.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -948146.062500 Penalty: 3161.290771
	Iteration 33Q: 3 clusters Score -948146.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -948159.312500 Penalty: 3161.290771
	Iteration 34Q: 3 clusters Score -948159.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -948180.750000 Penalty: 3161.290771
	Iteration 35Q: 3 clusters Score -948180.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -948196.750000 Penalty: 3161.290771
	Iteration 36Q: 3 clusters Score -948196.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -948216.375000 Penalty: 3161.290771
	Iteration 37Q: 3 clusters Score -948216.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -948231.062500 Penalty: 3161.290771
	Iteration 38Q: 3 clusters Score -948231.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -948249.625000 Penalty: 3161.290771
	Iteration 39Q: 3 clusters Score -948249.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -948267.500000 Penalty: 3161.290771
	Iteration 40F: 3 clusters Score -948267.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -948289.500000 Penalty: 3161.290771
	Iteration 41Q: 3 clusters Score -948289.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -948327.625000 Penalty: 3161.290771
	Iteration 42Q: 3 clusters Score -948327.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -948363.500000 Penalty: 3161.290771
	Iteration 43Q: 3 clusters Score -948363.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -948403.000000 Penalty: 3161.290771
	Iteration 44Q: 3 clusters Score -948403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -948431.687500 Penalty: 3161.290771
	Iteration 45Q: 3 clusters Score -948431.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -948456.687500 Penalty: 3161.290771
	Iteration 46Q: 3 clusters Score -948456.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -948485.937500 Penalty: 3161.290771
	Iteration 47Q: 3 clusters Score -948485.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -948507.750000 Penalty: 3161.290771
	Iteration 48Q: 3 clusters Score -948507.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -948527.125000 Penalty: 3161.290771
	Iteration 49Q: 3 clusters Score -948527.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -948540.437500 Penalty: 3161.290771
	Iteration 50Q: 3 clusters Score -948540.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -948560.250000 Penalty: 3161.290771
	Iteration 51Q: 3 clusters Score -948560.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -948574.500000 Penalty: 3161.290771
	Iteration 52Q: 3 clusters Score -948574.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -948591.437500 Penalty: 3161.290771
	Iteration 53Q: 3 clusters Score -948591.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -948608.625000 Penalty: 3161.290771
	Iteration 54Q: 3 clusters Score -948608.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -948629.875000 Penalty: 3161.290771
	Iteration 55Q: 3 clusters Score -948629.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -948641.562500 Penalty: 3161.290771
	Iteration 56Q: 3 clusters Score -948641.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -948646.687500 Penalty: 3161.290771
	Iteration 57Q: 3 clusters Score -948646.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -948658.375000 Penalty: 3161.290771
	Iteration 58Q: 3 clusters Score -948658.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -948664.375000 Penalty: 3161.290771
	Iteration 59Q: 3 clusters Score -948664.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -948669.562500 Penalty: 3161.290771
	Iteration 60F: 3 clusters Score -948669.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -948676.937500 Penalty: 3161.290771
	Iteration 61Q: 3 clusters Score -948676.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -948683.937500 Penalty: 3161.290771
	Iteration 62Q: 3 clusters Score -948683.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -948689.312500 Penalty: 3161.290771
	Iteration 63Q: 3 clusters Score -948689.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -948698.812500 Penalty: 3161.290771
	Iteration 64Q: 3 clusters Score -948698.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -948703.125000 Penalty: 3161.290771
	Iteration 65Q: 3 clusters Score -948703.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -948707.125000 Penalty: 3161.290771
	Iteration 66Q: 3 clusters Score -948707.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -948712.750000 Penalty: 3161.290771
	Iteration 67Q: 3 clusters Score -948712.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -948718.062500 Penalty: 3161.290771
	Iteration 68Q: 3 clusters Score -948718.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -948720.750000 Penalty: 3161.290771
	Iteration 69Q: 3 clusters Score -948720.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -948721.250000 Penalty: 3161.290771
	Iteration 70Q: 3 clusters Score -948721.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -948724.750000 Penalty: 3161.290771
	Iteration 71Q: 3 clusters Score -948724.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -948726.000000 Penalty: 3161.290771
	Iteration 72Q: 3 clusters Score -948726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -948731.937500 Penalty: 3161.290771
	Iteration 73Q: 3 clusters Score -948731.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -948731.875000 Penalty: 3161.290771
	Iteration 74Q: 3 clusters Score -948731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -948732.250000 Penalty: 3161.290771
	Iteration 75Q: 3 clusters Score -948732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -948734.625000 Penalty: 3161.290771
	Iteration 76Q: 3 clusters Score -948734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -948737.375000 Penalty: 3161.290771
	Iteration 77Q: 3 clusters Score -948737.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -948739.437500 Penalty: 3161.290771
	Iteration 78Q: 3 clusters Score -948739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -948739.375000 Penalty: 3161.290771
	Iteration 79Q: 3 clusters Score -948739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -948742.625000 Penalty: 3161.290771
	Iteration 80F: 3 clusters Score -948742.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -948742.375000 Penalty: 3161.290771
	Iteration 81Q: 3 clusters Score -948742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -948740.812500 Penalty: 3161.290771
	Iteration 82Q: 3 clusters Score -948740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -948742.687500 Penalty: 3161.290771
	Iteration 83Q: 3 clusters Score -948742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -948742.687500 Penalty: 3161.290771
	Iteration 84F: 3 clusters Score -948742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Entering Unmasked Estep 
Score: -605212.125000 Penalty: 1498.120117
	Iteration 0F: 2 clusters Score -605212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -598017.187500 Penalty: 2996.240234
	Iteration 0F: 3 clusters Score -598017.2 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -600389.875000 Penalty: 2996.240234
	Iteration 1F: 3 clusters Score -600389.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -600687.625000 Penalty: 2996.240234
	Iteration 2F: 3 clusters Score -600687.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -600930.875000 Penalty: 2996.240234
	Iteration 3F: 3 clusters Score -600930.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -601134.187500 Penalty: 2996.240234
	Iteration 4Q: 3 clusters Score -601134.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -601318.750000 Penalty: 2996.240234
	Iteration 5Q: 3 clusters Score -601318.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -601477.812500 Penalty: 2996.240234
	Iteration 6Q: 3 clusters Score -601477.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -601619.437500 Penalty: 2996.240234
	Iteration 7Q: 3 clusters Score -601619.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -601759.125000 Penalty: 2996.240234
	Iteration 8Q: 3 clusters Score -601759.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -601921.000000 Penalty: 2996.240234
	Iteration 9Q: 3 clusters Score -601921 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -602088.187500 Penalty: 2996.240234
	Iteration 10Q: 3 clusters Score -602088.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -602263.250000 Penalty: 2996.240234
	Iteration 11Q: 3 clusters Score -602263.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -602455.437500 Penalty: 2996.240234
	Iteration 12Q: 3 clusters Score -602455.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -602657.812500 Penalty: 2996.240234
	Iteration 13Q: 3 clusters Score -602657.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -602862.125000 Penalty: 2996.240234
	Iteration 14Q: 3 clusters Score -602862.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -603061.937500 Penalty: 2996.240234
	Iteration 15Q: 3 clusters Score -603061.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -603215.687500 Penalty: 2996.240234
	Iteration 16Q: 3 clusters Score -603215.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -603334.250000 Penalty: 2996.240234
	Iteration 17Q: 3 clusters Score -603334.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -603434.875000 Penalty: 2996.240234
	Iteration 18Q: 3 clusters Score -603434.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -603512.250000 Penalty: 2996.240234
	Iteration 19Q: 3 clusters Score -603512.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -603570.000000 Penalty: 2996.240234
	Iteration 20F: 3 clusters Score -603570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -603628.875000 Penalty: 2996.240234
	Iteration 21Q: 3 clusters Score -603628.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -603686.437500 Penalty: 2996.240234
	Iteration 22Q: 3 clusters Score -603686.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -603733.437500 Penalty: 2996.240234
	Iteration 23Q: 3 clusters Score -603733.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -603769.437500 Penalty: 2996.240234
	Iteration 24Q: 3 clusters Score -603769.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -603799.250000 Penalty: 2996.240234
	Iteration 25Q: 3 clusters Score -603799.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -603831.375000 Penalty: 2996.240234
	Iteration 26Q: 3 clusters Score -603831.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -603858.375000 Penalty: 2996.240234
	Iteration 27Q: 3 clusters Score -603858.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -603875.000000 Penalty: 2996.240234
	Iteration 28Q: 3 clusters Score -603875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -603887.312500 Penalty: 2996.240234
	Iteration 29Q: 3 clusters Score -603887.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -603899.250000 Penalty: 2996.240234
	Iteration 30Q: 3 clusters Score -603899.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -603906.437500 Penalty: 2996.240234
	Iteration 31Q: 3 clusters Score -603906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -603911.937500 Penalty: 2996.240234
	Iteration 32Q: 3 clusters Score -603911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -603918.312500 Penalty: 2996.240234
	Iteration 33Q: 3 clusters Score -603918.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -603927.750000 Penalty: 2996.240234
	Iteration 34Q: 3 clusters Score -603927.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -603934.687500 Penalty: 2996.240234
	Iteration 35Q: 3 clusters Score -603934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -603940.750000 Penalty: 2996.240234
	Iteration 36Q: 3 clusters Score -603940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -603945.000000 Penalty: 2996.240234
	Iteration 37Q: 3 clusters Score -603945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -603948.812500 Penalty: 2996.240234
	Iteration 38Q: 3 clusters Score -603948.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -603952.312500 Penalty: 2996.240234
	Iteration 39Q: 3 clusters Score -603952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -603955.187500 Penalty: 2996.240234
	Iteration 40F: 3 clusters Score -603955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -603957.687500 Penalty: 2996.240234
	Iteration 41Q: 3 clusters Score -603957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -603959.812500 Penalty: 2996.240234
	Iteration 42Q: 3 clusters Score -603959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -603962.875000 Penalty: 2996.240234
	Iteration 43Q: 3 clusters Score -603962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -603964.187500 Penalty: 2996.240234
	Iteration 44Q: 3 clusters Score -603964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -603965.062500 Penalty: 2996.240234
	Iteration 45Q: 3 clusters Score -603965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -603968.750000 Penalty: 2996.240234
	Iteration 46Q: 3 clusters Score -603968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -603970.500000 Penalty: 2996.240234
	Iteration 47Q: 3 clusters Score -603970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -603974.250000 Penalty: 2996.240234
	Iteration 48Q: 3 clusters Score -603974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -603975.187500 Penalty: 2996.240234
	Iteration 49Q: 3 clusters Score -603975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -603978.500000 Penalty: 2996.240234
	Iteration 50Q: 3 clusters Score -603978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -603980.187500 Penalty: 2996.240234
	Iteration 51Q: 3 clusters Score -603980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -603981.187500 Penalty: 2996.240234
	Iteration 52Q: 3 clusters Score -603981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -603981.187500 Penalty: 2996.240234
	Iteration 53F: 3 clusters Score -603981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -408588.125000 Penalty: 1433.387573
	Iteration 0F: 2 clusters Score -408588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -403536.375000 Penalty: 2866.775146
	Iteration 0F: 3 clusters Score -403536.4 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -405048.718750 Penalty: 2866.775146
	Iteration 1F: 3 clusters Score -405048.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -405272.968750 Penalty: 2866.775146
	Iteration 2F: 3 clusters Score -405273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -405415.875000 Penalty: 2866.775146
	Iteration 3F: 3 clusters Score -405415.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -405538.281250 Penalty: 2866.775146
	Iteration 4Q: 3 clusters Score -405538.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -405633.375000 Penalty: 2866.775146
	Iteration 5Q: 3 clusters Score -405633.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -405709.000000 Penalty: 2866.775146
	Iteration 6Q: 3 clusters Score -405709 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -405774.937500 Penalty: 2866.775146
	Iteration 7Q: 3 clusters Score -405774.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -405845.031250 Penalty: 2866.775146
	Iteration 8Q: 3 clusters Score -405845 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -405929.968750 Penalty: 2866.775146
	Iteration 9Q: 3 clusters Score -405930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -406039.531250 Penalty: 2866.775146
	Iteration 10Q: 3 clusters Score -406039.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -406167.125000 Penalty: 2866.775146
	Iteration 11Q: 3 clusters Score -406167.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406286.218750 Penalty: 2866.775146
	Iteration 12Q: 3 clusters Score -406286.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -406402.718750 Penalty: 2866.775146
	Iteration 13Q: 3 clusters Score -406402.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -406509.406250 Penalty: 2866.775146
	Iteration 14Q: 3 clusters Score -406509.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -406620.687500 Penalty: 2866.775146
	Iteration 15Q: 3 clusters Score -406620.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -406744.281250 Penalty: 2866.775146
	Iteration 16Q: 3 clusters Score -406744.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406843.375000 Penalty: 2866.775146
	Iteration 17Q: 3 clusters Score -406843.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -406946.937500 Penalty: 2866.775146
	Iteration 18Q: 3 clusters Score -406946.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -407042.562500 Penalty: 2866.775146
	Iteration 19Q: 3 clusters Score -407042.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -407123.343750 Penalty: 2866.775146
	Iteration 20F: 3 clusters Score -407123.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -407188.500000 Penalty: 2866.775146
	Iteration 21Q: 3 clusters Score -407188.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -407251.468750 Penalty: 2866.775146
	Iteration 22Q: 3 clusters Score -407251.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -407310.187500 Penalty: 2866.775146
	Iteration 23Q: 3 clusters Score -407310.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -407365.250000 Penalty: 2866.775146
	Iteration 24Q: 3 clusters Score -407365.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -407422.156250 Penalty: 2866.775146
	Iteration 25Q: 3 clusters Score -407422.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -407475.593750 Penalty: 2866.775146
	Iteration 26Q: 3 clusters Score -407475.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -407518.093750 Penalty: 2866.775146
	Iteration 27Q: 3 clusters Score -407518.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -407582.531250 Penalty: 2866.775146
	Iteration 28Q: 3 clusters Score -407582.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -407646.375000 Penalty: 2866.775146
	Iteration 29Q: 3 clusters Score -407646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -407703.406250 Penalty: 2866.775146
	Iteration 30Q: 3 clusters Score -407703.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -407731.031250 Penalty: 2866.775146
	Iteration 31Q: 3 clusters Score -407731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -407750.312500 Penalty: 2866.775146
	Iteration 32Q: 3 clusters Score -407750.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -407763.281250 Penalty: 2866.775146
	Iteration 33Q: 3 clusters Score -407763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -407770.000000 Penalty: 2866.775146
	Iteration 34Q: 3 clusters Score -407770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -407773.312500 Penalty: 2866.775146
	Iteration 35Q: 3 clusters Score -407773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -407776.250000 Penalty: 2866.775146
	Iteration 36Q: 3 clusters Score -407776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -407778.906250 Penalty: 2866.775146
	Iteration 37Q: 3 clusters Score -407778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -407781.750000 Penalty: 2866.775146
	Iteration 38Q: 3 clusters Score -407781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -407784.062500 Penalty: 2866.775146
	Iteration 39Q: 3 clusters Score -407784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -407784.906250 Penalty: 2866.775146
	Iteration 40F: 3 clusters Score -407784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -407786.000000 Penalty: 2866.775146
	Iteration 41Q: 3 clusters Score -407786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -407787.312500 Penalty: 2866.775146
	Iteration 42Q: 3 clusters Score -407787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -407788.093750 Penalty: 2866.775146
	Iteration 43Q: 3 clusters Score -407788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -407789.437500 Penalty: 2866.775146
	Iteration 44Q: 3 clusters Score -407789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -407789.437500 Penalty: 2866.775146
	Iteration 45F: 3 clusters Score -407789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -52444.871094 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -52444.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -50991.347656 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -50991.35 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -51259.238281 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -51259.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -51333.238281 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -51333.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -51388.324219 Penalty: 2267.009521
	Iteration 3Q: 3 clusters Score -51388.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -51428.468750 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -51428.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -51456.726562 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -51456.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -51489.375000 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -51489.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -51510.515625 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -51510.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -51531.527344 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -51531.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -51557.578125 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -51557.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -51582.742188 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -51582.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -51600.054688 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -51600.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51620.117188 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -51620.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -51630.835938 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -51630.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -51640.210938 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -51640.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -51650.750000 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -51650.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -51660.289062 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -51660.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51667.863281 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -51667.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51671.925781 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -51671.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51674.292969 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -51674.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51678.261719 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -51678.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51702.816406 Penalty: 2267.009521
	Iteration 21Q: 3 clusters Score -51702.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51710.070312 Penalty: 2267.009521
	Iteration 22Q: 3 clusters Score -51710.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -51718.011719 Penalty: 2267.009521
	Iteration 23Q: 3 clusters Score -51718.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -51726.527344 Penalty: 2267.009521
	Iteration 24Q: 3 clusters Score -51726.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51729.125000 Penalty: 2267.009521
	Iteration 25Q: 3 clusters Score -51729.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -51734.734375 Penalty: 2267.009521
	Iteration 26Q: 3 clusters Score -51734.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51739.429688 Penalty: 2267.009521
	Iteration 27Q: 3 clusters Score -51739.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51741.964844 Penalty: 2267.009521
	Iteration 28Q: 3 clusters Score -51741.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -51742.785156 Penalty: 2267.009521
	Iteration 29Q: 3 clusters Score -51742.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -51742.785156 Penalty: 2267.009521
	Iteration 30F: 3 clusters Score -51742.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -124941.765625 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -124941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -122610.710938 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -122610.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -123134.828125 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -123134.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -123261.195312 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -123261.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -123330.875000 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -123330.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -123371.679688 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -123371.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -123410.031250 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -123410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -123447.640625 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -123447.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -123484.148438 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -123484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -123514.679688 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -123514.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -123543.117188 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -123543.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -123565.171875 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -123565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -123588.843750 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -123588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -123608.453125 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -123608.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -123627.437500 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -123627.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -123643.578125 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -123643.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -123653.484375 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -123653.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -123661.679688 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -123661.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -123667.515625 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -123667.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -123676.546875 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -123676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -123685.585938 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -123685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -123695.375000 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -123695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -123708.062500 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -123708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -123716.257812 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -123716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -123728.343750 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -123728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -123739.273438 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -123739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -123748.125000 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -123748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -123759.570312 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -123759.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -123772.000000 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -123772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -123791.164062 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -123791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -123804.210938 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -123804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -123815.695312 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -123815.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -123828.578125 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -123828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -123845.843750 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -123845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -123853.429688 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -123853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -123861.101562 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -123861.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -123867.734375 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -123867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -123876.351562 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -123876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -123880.468750 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -123880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -123883.257812 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -123883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -123887.515625 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -123887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -123890.468750 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -123890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -123893.539062 Penalty: 2524.223145
	Iteration 41Q: 3 clusters Score -123893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -123901.171875 Penalty: 2524.223145
	Iteration 42Q: 3 clusters Score -123901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -123909.023438 Penalty: 2524.223145
	Iteration 43Q: 3 clusters Score -123909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -123915.593750 Penalty: 2524.223145
	Iteration 44Q: 3 clusters Score -123915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -123921.007812 Penalty: 2524.223145
	Iteration 45Q: 3 clusters Score -123921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -123923.054688 Penalty: 2524.223145
	Iteration 46Q: 3 clusters Score -123923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -123923.882812 Penalty: 2524.223145
	Iteration 47Q: 3 clusters Score -123923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -123923.882812 Penalty: 2524.223145
	Iteration 48F: 3 clusters Score -123923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -130645.273438 Penalty: 1271.017090
	Iteration 0F: 2 clusters Score -130645.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128222.281250 Penalty: 2542.034180
	Iteration 0F: 3 clusters Score -128222.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -128783.062500 Penalty: 2542.034180
	Iteration 1F: 3 clusters Score -128783.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -128918.210938 Penalty: 2542.034180
	Iteration 2F: 3 clusters Score -128918.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -129007.273438 Penalty: 2542.034180
	Iteration 3F: 3 clusters Score -129007.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -129060.273438 Penalty: 2542.034180
	Iteration 4Q: 3 clusters Score -129060.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -129108.820312 Penalty: 2542.034180
	Iteration 5Q: 3 clusters Score -129108.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129167.335938 Penalty: 2542.034180
	Iteration 6Q: 3 clusters Score -129167.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -129231.031250 Penalty: 2542.034180
	Iteration 7Q: 3 clusters Score -129231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -129275.148438 Penalty: 2542.034180
	Iteration 8Q: 3 clusters Score -129275.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129320.734375 Penalty: 2542.034180
	Iteration 9Q: 3 clusters Score -129320.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -129371.820312 Penalty: 2542.034180
	Iteration 10Q: 3 clusters Score -129371.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -129415.781250 Penalty: 2542.034180
	Iteration 11Q: 3 clusters Score -129415.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -129449.992188 Penalty: 2542.034180
	Iteration 12Q: 3 clusters Score -129450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -129467.710938 Penalty: 2542.034180
	Iteration 13Q: 3 clusters Score -129467.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129472.914062 Penalty: 2542.034180
	Iteration 14Q: 3 clusters Score -129472.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -129479.117188 Penalty: 2542.034180
	Iteration 15Q: 3 clusters Score -129479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -129484.523438 Penalty: 2542.034180
	Iteration 16Q: 3 clusters Score -129484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -129490.843750 Penalty: 2542.034180
	Iteration 17Q: 3 clusters Score -129490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129496.117188 Penalty: 2542.034180
	Iteration 18Q: 3 clusters Score -129496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -129503.843750 Penalty: 2542.034180
	Iteration 19Q: 3 clusters Score -129503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129509.601562 Penalty: 2542.034180
	Iteration 20F: 3 clusters Score -129509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -129515.234375 Penalty: 2542.034180
	Iteration 21Q: 3 clusters Score -129515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129519.867188 Penalty: 2542.034180
	Iteration 22Q: 3 clusters Score -129519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -129523.585938 Penalty: 2542.034180
	Iteration 23Q: 3 clusters Score -129523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129527.046875 Penalty: 2542.034180
	Iteration 24Q: 3 clusters Score -129527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -129529.742188 Penalty: 2542.034180
	Iteration 25Q: 3 clusters Score -129529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129530.984375 Penalty: 2542.034180
	Iteration 26Q: 3 clusters Score -129531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129533.046875 Penalty: 2542.034180
	Iteration 27Q: 3 clusters Score -129533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -129533.757812 Penalty: 2542.034180
	Iteration 28Q: 3 clusters Score -129533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129534.179688 Penalty: 2542.034180
	Iteration 29Q: 3 clusters Score -129534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129535.085938 Penalty: 2542.034180
	Iteration 30Q: 3 clusters Score -129535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129535.085938 Penalty: 2542.034180
	Iteration 31F: 3 clusters Score -129535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 10095 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67898 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24280 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16765 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561399.000000 Penalty: 35575.000000
Iteration 159Q: 19 clusters Score -1.05614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67900 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24277 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16766 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561407.000000 Penalty: 35575.000000
Iteration 160F: 19 clusters Score -1.056141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67900 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561399.000000 Penalty: 35575.000000
Iteration 161Q: 19 clusters Score -1.05614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67902 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24269 members 
Mstep: Class 11 contains 8468 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561395.000000 Penalty: 35575.000000
Iteration 162Q: 19 clusters Score -1.05614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 67901 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24268 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561398.000000 Penalty: 35575.000000
Iteration 163Q: 19 clusters Score -1.05614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 67900 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561386.000000 Penalty: 35575.000000
Iteration 164Q: 19 clusters Score -1.056139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 67899 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561384.000000 Penalty: 35575.000000
Iteration 165Q: 19 clusters Score -1.056138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 67897 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561395.000000 Penalty: 35575.000000
Iteration 166Q: 19 clusters Score -1.05614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 67897 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561395.000000 Penalty: 35575.000000
Iteration 167F: 19 clusters Score -1.05614e+07 nChanged 0
Entering ConstructFrom: 
Score: -10561395.000000 Penalty: 35575.000000
Entering ConstructFrom: 
Trying to split cluster 1 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -337420.343750 Penalty: 1405.791504
	Iteration 0F: 2 clusters Score -337420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -332994.968750 Penalty: 2811.583008
	Iteration 0F: 3 clusters Score -332995 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -334373.187500 Penalty: 2811.583008
	Iteration 1F: 3 clusters Score -334373.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -334712.437500 Penalty: 2811.583008
	Iteration 2F: 3 clusters Score -334712.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -334978.718750 Penalty: 2811.583008
	Iteration 3F: 3 clusters Score -334978.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -335187.906250 Penalty: 2811.583008
	Iteration 4F: 3 clusters Score -335187.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -335352.968750 Penalty: 2811.583008
	Iteration 5F: 3 clusters Score -335353 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -335497.125000 Penalty: 2811.583008
	Iteration 6Q: 3 clusters Score -335497.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -335591.906250 Penalty: 2811.583008
	Iteration 7Q: 3 clusters Score -335591.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -335670.531250 Penalty: 2811.583008
	Iteration 8Q: 3 clusters Score -335670.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -335736.531250 Penalty: 2811.583008
	Iteration 9Q: 3 clusters Score -335736.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -335796.625000 Penalty: 2811.583008
	Iteration 10Q: 3 clusters Score -335796.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -335849.812500 Penalty: 2811.583008
	Iteration 11Q: 3 clusters Score -335849.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -335902.531250 Penalty: 2811.583008
	Iteration 12Q: 3 clusters Score -335902.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -335957.843750 Penalty: 2811.583008
	Iteration 13Q: 3 clusters Score -335957.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -336003.968750 Penalty: 2811.583008
	Iteration 14Q: 3 clusters Score -336004 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -336044.437500 Penalty: 2811.583008
	Iteration 15Q: 3 clusters Score -336044.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -336077.500000 Penalty: 2811.583008
	Iteration 16Q: 3 clusters Score -336077.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -336096.000000 Penalty: 2811.583008
	Iteration 17Q: 3 clusters Score -336096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -336110.625000 Penalty: 2811.583008
	Iteration 18Q: 3 clusters Score -336110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -336123.750000 Penalty: 2811.583008
	Iteration 19Q: 3 clusters Score -336123.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -336137.062500 Penalty: 2811.583008
	Iteration 20F: 3 clusters Score -336137.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -336153.312500 Penalty: 2811.583008
	Iteration 21Q: 3 clusters Score -336153.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -336163.750000 Penalty: 2811.583008
	Iteration 22Q: 3 clusters Score -336163.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -336173.875000 Penalty: 2811.583008
	Iteration 23Q: 3 clusters Score -336173.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -336181.343750 Penalty: 2811.583008
	Iteration 24Q: 3 clusters Score -336181.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -336186.000000 Penalty: 2811.583008
	Iteration 25Q: 3 clusters Score -336186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -336188.593750 Penalty: 2811.583008
	Iteration 26Q: 3 clusters Score -336188.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -336191.437500 Penalty: 2811.583008
	Iteration 27Q: 3 clusters Score -336191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -336191.781250 Penalty: 2811.583008
	Iteration 28Q: 3 clusters Score -336191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -336194.031250 Penalty: 2811.583008
	Iteration 29Q: 3 clusters Score -336194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -336193.875000 Penalty: 2811.583008
	Iteration 30Q: 3 clusters Score -336193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -336194.468750 Penalty: 2811.583008
	Iteration 31Q: 3 clusters Score -336194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -336194.406250 Penalty: 2811.583008
	Iteration 32Q: 3 clusters Score -336194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -336195.156250 Penalty: 2811.583008
	Iteration 33Q: 3 clusters Score -336195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -336195.750000 Penalty: 2811.583008
	Iteration 34Q: 3 clusters Score -336195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -336195.656250 Penalty: 2811.583008
	Iteration 35Q: 3 clusters Score -336195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -336195.656250 Penalty: 2811.583008
	Iteration 36F: 3 clusters Score -336195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -534388.062500 Penalty: 1498.265137
	Iteration 0F: 2 clusters Score -534388.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -527228.750000 Penalty: 2996.530273
	Iteration 0F: 3 clusters Score -527228.8 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -529705.875000 Penalty: 2996.530273
	Iteration 1F: 3 clusters Score -529705.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -530169.937500 Penalty: 2996.530273
	Iteration 2F: 3 clusters Score -530169.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -530611.812500 Penalty: 2996.530273
	Iteration 3F: 3 clusters Score -530611.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -531059.312500 Penalty: 2996.530273
	Iteration 4F: 3 clusters Score -531059.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -531475.250000 Penalty: 2996.530273
	Iteration 5F: 3 clusters Score -531475.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -531866.750000 Penalty: 2996.530273
	Iteration 6F: 3 clusters Score -531866.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -532182.875000 Penalty: 2996.530273
	Iteration 7Q: 3 clusters Score -532182.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -532396.562500 Penalty: 2996.530273
	Iteration 8Q: 3 clusters Score -532396.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -532557.812500 Penalty: 2996.530273
	Iteration 9Q: 3 clusters Score -532557.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -532702.562500 Penalty: 2996.530273
	Iteration 10Q: 3 clusters Score -532702.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -532796.937500 Penalty: 2996.530273
	Iteration 11Q: 3 clusters Score -532796.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -532859.625000 Penalty: 2996.530273
	Iteration 12Q: 3 clusters Score -532859.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -532924.375000 Penalty: 2996.530273
	Iteration 13Q: 3 clusters Score -532924.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -532993.062500 Penalty: 2996.530273
	Iteration 14Q: 3 clusters Score -532993.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -533062.500000 Penalty: 2996.530273
	Iteration 15Q: 3 clusters Score -533062.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -533128.312500 Penalty: 2996.530273
	Iteration 16Q: 3 clusters Score -533128.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -533185.375000 Penalty: 2996.530273
	Iteration 17Q: 3 clusters Score -533185.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -533239.000000 Penalty: 2996.530273
	Iteration 18Q: 3 clusters Score -533239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -533279.500000 Penalty: 2996.530273
	Iteration 19Q: 3 clusters Score -533279.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -533316.562500 Penalty: 2996.530273
	Iteration 20F: 3 clusters Score -533316.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -533351.875000 Penalty: 2996.530273
	Iteration 21Q: 3 clusters Score -533351.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -533375.250000 Penalty: 2996.530273
	Iteration 22Q: 3 clusters Score -533375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -533392.187500 Penalty: 2996.530273
	Iteration 23Q: 3 clusters Score -533392.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -533409.625000 Penalty: 2996.530273
	Iteration 24Q: 3 clusters Score -533409.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -533422.375000 Penalty: 2996.530273
	Iteration 25Q: 3 clusters Score -533422.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -533431.375000 Penalty: 2996.530273
	Iteration 26Q: 3 clusters Score -533431.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -533441.500000 Penalty: 2996.530273
	Iteration 27Q: 3 clusters Score -533441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -533443.812500 Penalty: 2996.530273
	Iteration 28Q: 3 clusters Score -533443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -533448.562500 Penalty: 2996.530273
	Iteration 29Q: 3 clusters Score -533448.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -533453.500000 Penalty: 2996.530273
	Iteration 30Q: 3 clusters Score -533453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -533462.000000 Penalty: 2996.530273
	Iteration 31Q: 3 clusters Score -533462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -533475.187500 Penalty: 2996.530273
	Iteration 32Q: 3 clusters Score -533475.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -533485.687500 Penalty: 2996.530273
	Iteration 33Q: 3 clusters Score -533485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -533490.250000 Penalty: 2996.530273
	Iteration 34Q: 3 clusters Score -533490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -533493.875000 Penalty: 2996.530273
	Iteration 35Q: 3 clusters Score -533493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -533499.187500 Penalty: 2996.530273
	Iteration 36Q: 3 clusters Score -533499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -533505.687500 Penalty: 2996.530273
	Iteration 37Q: 3 clusters Score -533505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -533508.625000 Penalty: 2996.530273
	Iteration 38Q: 3 clusters Score -533508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -533509.875000 Penalty: 2996.530273
	Iteration 39Q: 3 clusters Score -533509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -533511.000000 Penalty: 2996.530273
	Iteration 40F: 3 clusters Score -533511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -533513.625000 Penalty: 2996.530273
	Iteration 41Q: 3 clusters Score -533513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -533512.437500 Penalty: 2996.530273
	Iteration 42Q: 3 clusters Score -533512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -533512.437500 Penalty: 2996.530273
	Iteration 43F: 3 clusters Score -533512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -397620.812500 Penalty: 1446.361328
	Iteration 0F: 2 clusters Score -397620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -392107.687500 Penalty: 2892.722656
	Iteration 0F: 3 clusters Score -392107.7 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -393747.437500 Penalty: 2892.722656
	Iteration 1F: 3 clusters Score -393747.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -393951.937500 Penalty: 2892.722656
	Iteration 2F: 3 clusters Score -393951.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -394102.968750 Penalty: 2892.722656
	Iteration 3Q: 3 clusters Score -394103 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -394235.250000 Penalty: 2892.722656
	Iteration 4Q: 3 clusters Score -394235.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -394374.625000 Penalty: 2892.722656
	Iteration 5Q: 3 clusters Score -394374.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -394521.250000 Penalty: 2892.722656
	Iteration 6Q: 3 clusters Score -394521.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -394679.093750 Penalty: 2892.722656
	Iteration 7Q: 3 clusters Score -394679.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -394840.468750 Penalty: 2892.722656
	Iteration 8Q: 3 clusters Score -394840.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -395017.281250 Penalty: 2892.722656
	Iteration 9Q: 3 clusters Score -395017.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -395187.718750 Penalty: 2892.722656
	Iteration 10Q: 3 clusters Score -395187.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -395347.781250 Penalty: 2892.722656
	Iteration 11Q: 3 clusters Score -395347.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -395481.812500 Penalty: 2892.722656
	Iteration 12Q: 3 clusters Score -395481.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -395614.000000 Penalty: 2892.722656
	Iteration 13Q: 3 clusters Score -395614 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -395726.250000 Penalty: 2892.722656
	Iteration 14Q: 3 clusters Score -395726.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -395823.593750 Penalty: 2892.722656
	Iteration 15Q: 3 clusters Score -395823.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -395915.031250 Penalty: 2892.722656
	Iteration 16Q: 3 clusters Score -395915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -395986.500000 Penalty: 2892.722656
	Iteration 17Q: 3 clusters Score -395986.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -396063.000000 Penalty: 2892.722656
	Iteration 18Q: 3 clusters Score -396063 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -396108.312500 Penalty: 2892.722656
	Iteration 19Q: 3 clusters Score -396108.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -396139.093750 Penalty: 2892.722656
	Iteration 20F: 3 clusters Score -396139.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -396167.406250 Penalty: 2892.722656
	Iteration 21Q: 3 clusters Score -396167.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -396190.281250 Penalty: 2892.722656
	Iteration 22Q: 3 clusters Score -396190.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -396214.875000 Penalty: 2892.722656
	Iteration 23Q: 3 clusters Score -396214.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -396230.437500 Penalty: 2892.722656
	Iteration 24Q: 3 clusters Score -396230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -396241.625000 Penalty: 2892.722656
	Iteration 25Q: 3 clusters Score -396241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -396253.000000 Penalty: 2892.722656
	Iteration 26Q: 3 clusters Score -396253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -396265.125000 Penalty: 2892.722656
	Iteration 27Q: 3 clusters Score -396265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -396273.906250 Penalty: 2892.722656
	Iteration 28Q: 3 clusters Score -396273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -396280.093750 Penalty: 2892.722656
	Iteration 29Q: 3 clusters Score -396280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -396282.812500 Penalty: 2892.722656
	Iteration 30Q: 3 clusters Score -396282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -396286.718750 Penalty: 2892.722656
	Iteration 31Q: 3 clusters Score -396286.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -396292.437500 Penalty: 2892.722656
	Iteration 32Q: 3 clusters Score -396292.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -396298.843750 Penalty: 2892.722656
	Iteration 33Q: 3 clusters Score -396298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -396307.093750 Penalty: 2892.722656
	Iteration 34Q: 3 clusters Score -396307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -396313.968750 Penalty: 2892.722656
	Iteration 35Q: 3 clusters Score -396314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -396324.375000 Penalty: 2892.722656
	Iteration 36Q: 3 clusters Score -396324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -396330.312500 Penalty: 2892.722656
	Iteration 37Q: 3 clusters Score -396330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -396335.562500 Penalty: 2892.722656
	Iteration 38Q: 3 clusters Score -396335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -396338.125000 Penalty: 2892.722656
	Iteration 39Q: 3 clusters Score -396338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -396341.750000 Penalty: 2892.722656
	Iteration 40F: 3 clusters Score -396341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -396341.437500 Penalty: 2892.722656
	Iteration 41Q: 3 clusters Score -396341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -396341.718750 Penalty: 2892.722656
	Iteration 42Q: 3 clusters Score -396341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -396343.000000 Penalty: 2892.722656
	Iteration 43Q: 3 clusters Score -396343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -396344.218750 Penalty: 2892.722656
	Iteration 44Q: 3 clusters Score -396344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -396344.437500 Penalty: 2892.722656
	Iteration 45Q: 3 clusters Score -396344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -396344.875000 Penalty: 2892.722656
	Iteration 46Q: 3 clusters Score -396344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -396345.812500 Penalty: 2892.722656
	Iteration 47Q: 3 clusters Score -396345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -396347.562500 Penalty: 2892.722656
	Iteration 48Q: 3 clusters Score -396347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -396347.593750 Penalty: 2892.722656
	Iteration 49Q: 3 clusters Score -396347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -396349.687500 Penalty: 2892.722656
	Iteration 50Q: 3 clusters Score -396349.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -396352.000000 Penalty: 2892.722656
	Iteration 51Q: 3 clusters Score -396352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -396353.625000 Penalty: 2892.722656
	Iteration 52Q: 3 clusters Score -396353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -396356.437500 Penalty: 2892.722656
	Iteration 53Q: 3 clusters Score -396356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -396359.656250 Penalty: 2892.722656
	Iteration 54Q: 3 clusters Score -396359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -396361.156250 Penalty: 2892.722656
	Iteration 55Q: 3 clusters Score -396361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -396361.750000 Penalty: 2892.722656
	Iteration 56Q: 3 clusters Score -396361.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -396361.750000 Penalty: 2892.722656
	Iteration 57F: 3 clusters Score -396361.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -158755.625000 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -158755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -156248.750000 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -156248.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -156829.765625 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -156829.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -156960.453125 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -156960.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -157038.687500 Penalty: 2555.936523
	Iteration 3Q: 3 clusters Score -157038.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -157094.953125 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -157095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -157122.765625 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -157122.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -157138.593750 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -157138.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -157153.828125 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -157153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -157167.390625 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -157167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -157173.625000 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -157173.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -157177.000000 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -157177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -157180.437500 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -157180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -157183.203125 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -157183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157185.968750 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -157186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157187.546875 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -157187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157187.890625 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -157187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -157188.984375 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -157189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157189.750000 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -157189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -157191.390625 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -157191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157193.875000 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -157193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157195.718750 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -157195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -157198.625000 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -157198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -157201.406250 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -157201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -157204.968750 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -157205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -157206.218750 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -157206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -157207.468750 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -157207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -157208.875000 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -157208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -157212.234375 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -157212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -157215.390625 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -157215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -157219.500000 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -157219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -157221.640625 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -157221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -157223.656250 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -157223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -157226.468750 Penalty: 2555.936523
	Iteration 32Q: 3 clusters Score -157226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -157232.859375 Penalty: 2555.936523
	Iteration 33Q: 3 clusters Score -157232.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -157237.343750 Penalty: 2555.936523
	Iteration 34Q: 3 clusters Score -157237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -157240.140625 Penalty: 2555.936523
	Iteration 35Q: 3 clusters Score -157240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -157242.296875 Penalty: 2555.936523
	Iteration 36Q: 3 clusters Score -157242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -157245.062500 Penalty: 2555.936523
	Iteration 37Q: 3 clusters Score -157245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -157246.093750 Penalty: 2555.936523
	Iteration 38Q: 3 clusters Score -157246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -157246.203125 Penalty: 2555.936523
	Iteration 39Q: 3 clusters Score -157246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -157247.656250 Penalty: 2555.936523
	Iteration 40F: 3 clusters Score -157247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -157249.015625 Penalty: 2555.936523
	Iteration 41Q: 3 clusters Score -157249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -157249.921875 Penalty: 2555.936523
	Iteration 42Q: 3 clusters Score -157249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -157250.421875 Penalty: 2555.936523
	Iteration 43Q: 3 clusters Score -157250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -157250.421875 Penalty: 2555.936523
	Iteration 44F: 3 clusters Score -157250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -145864.843750 Penalty: 1303.720703
	Iteration 0F: 2 clusters Score -145864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -143148.265625 Penalty: 2607.441406
	Iteration 0F: 3 clusters Score -143148.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -143894.781250 Penalty: 2607.441406
	Iteration 1F: 3 clusters Score -143894.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -144141.546875 Penalty: 2607.441406
	Iteration 2F: 3 clusters Score -144141.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -144338.359375 Penalty: 2607.441406
	Iteration 3F: 3 clusters Score -144338.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -144470.609375 Penalty: 2607.441406
	Iteration 4F: 3 clusters Score -144470.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -144581.593750 Penalty: 2607.441406
	Iteration 5Q: 3 clusters Score -144581.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -144661.765625 Penalty: 2607.441406
	Iteration 6Q: 3 clusters Score -144661.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -144742.875000 Penalty: 2607.441406
	Iteration 7Q: 3 clusters Score -144742.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -144821.890625 Penalty: 2607.441406
	Iteration 8Q: 3 clusters Score -144821.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -144891.093750 Penalty: 2607.441406
	Iteration 9Q: 3 clusters Score -144891.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -144928.468750 Penalty: 2607.441406
	Iteration 10Q: 3 clusters Score -144928.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144963.765625 Penalty: 2607.441406
	Iteration 11Q: 3 clusters Score -144963.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -144987.859375 Penalty: 2607.441406
	Iteration 12Q: 3 clusters Score -144987.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -145009.609375 Penalty: 2607.441406
	Iteration 13Q: 3 clusters Score -145009.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -145027.296875 Penalty: 2607.441406
	Iteration 14Q: 3 clusters Score -145027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145035.593750 Penalty: 2607.441406
	Iteration 15Q: 3 clusters Score -145035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145041.343750 Penalty: 2607.441406
	Iteration 16Q: 3 clusters Score -145041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145045.109375 Penalty: 2607.441406
	Iteration 17Q: 3 clusters Score -145045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -145049.796875 Penalty: 2607.441406
	Iteration 18Q: 3 clusters Score -145049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -145058.781250 Penalty: 2607.441406
	Iteration 19Q: 3 clusters Score -145058.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -145063.671875 Penalty: 2607.441406
	Iteration 20F: 3 clusters Score -145063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -145069.140625 Penalty: 2607.441406
	Iteration 21Q: 3 clusters Score -145069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -145071.828125 Penalty: 2607.441406
	Iteration 22Q: 3 clusters Score -145071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -145075.359375 Penalty: 2607.441406
	Iteration 23Q: 3 clusters Score -145075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -145077.968750 Penalty: 2607.441406
	Iteration 24Q: 3 clusters Score -145078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -145079.828125 Penalty: 2607.441406
	Iteration 25Q: 3 clusters Score -145079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -145080.125000 Penalty: 2607.441406
	Iteration 26Q: 3 clusters Score -145080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -145080.078125 Penalty: 2607.441406
	Iteration 27Q: 3 clusters Score -145080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -145080.078125 Penalty: 2607.441406
	Iteration 28F: 3 clusters Score -145080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -352729.500000 Penalty: 1412.584106
	Iteration 0F: 2 clusters Score -352729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -348135.468750 Penalty: 2825.168213
	Iteration 0F: 3 clusters Score -348135.5 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -349406.531250 Penalty: 2825.168213
	Iteration 1F: 3 clusters Score -349406.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -349586.500000 Penalty: 2825.168213
	Iteration 2F: 3 clusters Score -349586.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -349732.437500 Penalty: 2825.168213
	Iteration 3F: 3 clusters Score -349732.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -349875.718750 Penalty: 2825.168213
	Iteration 4Q: 3 clusters Score -349875.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -350007.531250 Penalty: 2825.168213
	Iteration 5Q: 3 clusters Score -350007.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -350128.875000 Penalty: 2825.168213
	Iteration 6Q: 3 clusters Score -350128.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -350263.875000 Penalty: 2825.168213
	Iteration 7Q: 3 clusters Score -350263.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -350406.312500 Penalty: 2825.168213
	Iteration 8Q: 3 clusters Score -350406.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -350561.218750 Penalty: 2825.168213
	Iteration 9Q: 3 clusters Score -350561.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -350711.343750 Penalty: 2825.168213
	Iteration 10Q: 3 clusters Score -350711.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -350889.843750 Penalty: 2825.168213
	Iteration 11Q: 3 clusters Score -350889.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -351045.375000 Penalty: 2825.168213
	Iteration 12Q: 3 clusters Score -351045.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -351176.468750 Penalty: 2825.168213
	Iteration 13Q: 3 clusters Score -351176.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -351296.343750 Penalty: 2825.168213
	Iteration 14Q: 3 clusters Score -351296.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -351441.187500 Penalty: 2825.168213
	Iteration 15Q: 3 clusters Score -351441.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -351565.781250 Penalty: 2825.168213
	Iteration 16Q: 3 clusters Score -351565.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -351645.812500 Penalty: 2825.168213
	Iteration 17Q: 3 clusters Score -351645.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -351682.000000 Penalty: 2825.168213
	Iteration 18Q: 3 clusters Score -351682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -351695.250000 Penalty: 2825.168213
	Iteration 19Q: 3 clusters Score -351695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -351703.750000 Penalty: 2825.168213
	Iteration 20F: 3 clusters Score -351703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -351709.812500 Penalty: 2825.168213
	Iteration 21Q: 3 clusters Score -351709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -351710.656250 Penalty: 2825.168213
	Iteration 22Q: 3 clusters Score -351710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -351713.500000 Penalty: 2825.168213
	Iteration 23Q: 3 clusters Score -351713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -351715.593750 Penalty: 2825.168213
	Iteration 24Q: 3 clusters Score -351715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -351716.968750 Penalty: 2825.168213
	Iteration 25Q: 3 clusters Score -351717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -351717.937500 Penalty: 2825.168213
	Iteration 26Q: 3 clusters Score -351717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -351718.562500 Penalty: 2825.168213
	Iteration 27Q: 3 clusters Score -351718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -351718.562500 Penalty: 2825.168213
	Iteration 28F: 3 clusters Score -351718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -99005.976562 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -99005.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -96941.500000 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -96941.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -97413.132812 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -97413.13 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -97540.070312 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -97540.07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -97606.781250 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -97606.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -97649.976562 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -97649.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -97680.250000 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -97680.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -97711.703125 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -97711.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -97741.906250 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -97741.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -97768.960938 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -97768.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -97799.093750 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -97799.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -97836.718750 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -97836.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -97870.507812 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -97870.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -97896.453125 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -97896.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -97920.875000 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -97920.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -97940.843750 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -97940.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -97957.531250 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -97957.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -97971.406250 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -97971.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -97984.570312 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -97984.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -98000.671875 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -98000.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -98016.742188 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -98016.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -98026.898438 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -98026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -98038.992188 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -98038.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -98044.968750 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -98044.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -98047.585938 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -98047.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -98050.710938 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -98050.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -98057.687500 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -98057.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -98059.054688 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -98059.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -98059.687500 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -98059.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -98060.984375 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -98060.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -98060.984375 Penalty: 2466.862793
	Iteration 29F: 3 clusters Score -98060.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Entering Unmasked Estep 
Score: -3942260.000000 Penalty: 1807.933838
	Iteration 0F: 2 clusters Score -3942260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3896943.500000 Penalty: 3615.867676
	Iteration 0F: 3 clusters Score -3896944 nChanged 32087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3915693.750000 Penalty: 3615.867676
	Iteration 1F: 3 clusters Score -3915694 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3916888.250000 Penalty: 3615.867676
	Iteration 2Q: 3 clusters Score -3916888 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3918620.500000 Penalty: 3615.867676
	Iteration 3F: 3 clusters Score -3918620 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3921258.250000 Penalty: 3615.867676
	Iteration 4F: 3 clusters Score -3921258 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3924695.750000 Penalty: 3615.867676
	Iteration 5F: 3 clusters Score -3924696 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3928431.250000 Penalty: 3615.867676
	Iteration 6F: 3 clusters Score -3928431 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3931675.750000 Penalty: 3615.867676
	Iteration 7F: 3 clusters Score -3931676 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3934107.750000 Penalty: 3615.867676
	Iteration 8Q: 3 clusters Score -3934108 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3935874.000000 Penalty: 3615.867676
	Iteration 9Q: 3 clusters Score -3935874 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3937208.750000 Penalty: 3615.867676
	Iteration 10Q: 3 clusters Score -3937209 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3938171.750000 Penalty: 3615.867676
	Iteration 11Q: 3 clusters Score -3938172 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3938865.750000 Penalty: 3615.867676
	Iteration 12Q: 3 clusters Score -3938866 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3939321.250000 Penalty: 3615.867676
	Iteration 13Q: 3 clusters Score -3939321 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3939622.500000 Penalty: 3615.867676
	Iteration 14Q: 3 clusters Score -3939622 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3939850.750000 Penalty: 3615.867676
	Iteration 15Q: 3 clusters Score -3939851 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3940014.000000 Penalty: 3615.867676
	Iteration 16Q: 3 clusters Score -3940014 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3940103.750000 Penalty: 3615.867676
	Iteration 17Q: 3 clusters Score -3940104 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3940233.750000 Penalty: 3615.867676
	Iteration 18Q: 3 clusters Score -3940234 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3940341.250000 Penalty: 3615.867676
	Iteration 19Q: 3 clusters Score -3940341 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3940416.000000 Penalty: 3615.867676
	Iteration 20F: 3 clusters Score -3940416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3940489.000000 Penalty: 3615.867676
	Iteration 21Q: 3 clusters Score -3940489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3940555.250000 Penalty: 3615.867676
	Iteration 22Q: 3 clusters Score -3940555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3940618.750000 Penalty: 3615.867676
	Iteration 23Q: 3 clusters Score -3940619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3940661.250000 Penalty: 3615.867676
	Iteration 24Q: 3 clusters Score -3940661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3940702.250000 Penalty: 3615.867676
	Iteration 25Q: 3 clusters Score -3940702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3940731.500000 Penalty: 3615.867676
	Iteration 26Q: 3 clusters Score -3940732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3940745.500000 Penalty: 3615.867676
	Iteration 27Q: 3 clusters Score -3940746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3940779.500000 Penalty: 3615.867676
	Iteration 28Q: 3 clusters Score -3940780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3940801.500000 Penalty: 3615.867676
	Iteration 29Q: 3 clusters Score -3940802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3940819.250000 Penalty: 3615.867676
	Iteration 30Q: 3 clusters Score -3940819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3940842.750000 Penalty: 3615.867676
	Iteration 31Q: 3 clusters Score -3940843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3940867.250000 Penalty: 3615.867676
	Iteration 32Q: 3 clusters Score -3940867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3940879.000000 Penalty: 3615.867676
	Iteration 33Q: 3 clusters Score -3940879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3940895.000000 Penalty: 3615.867676
	Iteration 34Q: 3 clusters Score -3940895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3940899.250000 Penalty: 3615.867676
	Iteration 35Q: 3 clusters Score -3940899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3940909.000000 Penalty: 3615.867676
	Iteration 36Q: 3 clusters Score -3940909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3940927.000000 Penalty: 3615.867676
	Iteration 37Q: 3 clusters Score -3940927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3940926.500000 Penalty: 3615.867676
	Iteration 38Q: 3 clusters Score -3940926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3940939.000000 Penalty: 3615.867676
	Iteration 39Q: 3 clusters Score -3940939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3940950.000000 Penalty: 3615.867676
	Iteration 40F: 3 clusters Score -3940950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3940955.250000 Penalty: 3615.867676
	Iteration 41Q: 3 clusters Score -3940955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3940964.750000 Penalty: 3615.867676
	Iteration 42Q: 3 clusters Score -3940965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3940968.000000 Penalty: 3615.867676
	Iteration 43Q: 3 clusters Score -3940968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3940970.750000 Penalty: 3615.867676
	Iteration 44Q: 3 clusters Score -3940971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3940970.250000 Penalty: 3615.867676
	Iteration 45Q: 3 clusters Score -3940970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3940982.000000 Penalty: 3615.867676
	Iteration 46Q: 3 clusters Score -3940982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3940997.750000 Penalty: 3615.867676
	Iteration 47Q: 3 clusters Score -3940998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3940995.750000 Penalty: 3615.867676
	Iteration 48Q: 3 clusters Score -3940996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3941002.250000 Penalty: 3615.867676
	Iteration 49Q: 3 clusters Score -3941002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3941006.000000 Penalty: 3615.867676
	Iteration 50Q: 3 clusters Score -3941006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3941005.250000 Penalty: 3615.867676
	Iteration 51Q: 3 clusters Score -3941005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3941000.500000 Penalty: 3615.867676
	Iteration 52Q: 3 clusters Score -3941000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3940999.250000 Penalty: 3615.867676
	Iteration 53Q: 3 clusters Score -3940999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3940999.250000 Penalty: 3615.867676
	Iteration 54Q: 3 clusters Score -3940999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3940999.250000 Penalty: 3615.867676
	Iteration 55F: 3 clusters Score -3940999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -216130.671875 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -216130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213204.375000 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -213204.4 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -213931.625000 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -213931.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -214050.921875 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -214050.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -214127.546875 Penalty: 2647.397949
	Iteration 3Q: 3 clusters Score -214127.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -214197.109375 Penalty: 2647.397949
	Iteration 4Q: 3 clusters Score -214197.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -214249.390625 Penalty: 2647.397949
	Iteration 5Q: 3 clusters Score -214249.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -214309.328125 Penalty: 2647.397949
	Iteration 6Q: 3 clusters Score -214309.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -214385.265625 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -214385.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -214460.125000 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -214460.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -214547.015625 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -214547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -214627.953125 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -214628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -214716.015625 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -214716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -214810.281250 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -214810.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -214905.109375 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -214905.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -214983.140625 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -214983.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -215044.968750 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -215045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -215097.156250 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -215097.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -215137.765625 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -215137.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -215173.234375 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -215173.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -215201.656250 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -215201.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -215224.750000 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -215224.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -215243.421875 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -215243.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -215263.531250 Penalty: 2647.397949
	Iteration 22Q: 3 clusters Score -215263.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -215280.718750 Penalty: 2647.397949
	Iteration 23Q: 3 clusters Score -215280.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -215292.484375 Penalty: 2647.397949
	Iteration 24Q: 3 clusters Score -215292.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -215305.406250 Penalty: 2647.397949
	Iteration 25Q: 3 clusters Score -215305.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -215314.234375 Penalty: 2647.397949
	Iteration 26Q: 3 clusters Score -215314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -215323.546875 Penalty: 2647.397949
	Iteration 27Q: 3 clusters Score -215323.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -215336.046875 Penalty: 2647.397949
	Iteration 28Q: 3 clusters Score -215336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -215351.718750 Penalty: 2647.397949
	Iteration 29Q: 3 clusters Score -215351.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -215364.421875 Penalty: 2647.397949
	Iteration 30Q: 3 clusters Score -215364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -215375.937500 Penalty: 2647.397949
	Iteration 31Q: 3 clusters Score -215375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -215384.250000 Penalty: 2647.397949
	Iteration 32Q: 3 clusters Score -215384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -215391.718750 Penalty: 2647.397949
	Iteration 33Q: 3 clusters Score -215391.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -215399.406250 Penalty: 2647.397949
	Iteration 34Q: 3 clusters Score -215399.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -215406.250000 Penalty: 2647.397949
	Iteration 35Q: 3 clusters Score -215406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -215410.562500 Penalty: 2647.397949
	Iteration 36Q: 3 clusters Score -215410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -215413.203125 Penalty: 2647.397949
	Iteration 37Q: 3 clusters Score -215413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -215414.375000 Penalty: 2647.397949
	Iteration 38Q: 3 clusters Score -215414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -215415.875000 Penalty: 2647.397949
	Iteration 39Q: 3 clusters Score -215415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -215417.593750 Penalty: 2647.397949
	Iteration 40F: 3 clusters Score -215417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -215417.843750 Penalty: 2647.397949
	Iteration 41Q: 3 clusters Score -215417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -215417.875000 Penalty: 2647.397949
	Iteration 42Q: 3 clusters Score -215417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -215417.875000 Penalty: 2647.397949
	Iteration 43F: 3 clusters Score -215417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Entering Unmasked Estep 
Score: -1452980.875000 Penalty: 1640.741699
	Iteration 0F: 2 clusters Score -1452981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1436542.125000 Penalty: 3281.483398
	Iteration 0F: 3 clusters Score -1436542 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1442656.375000 Penalty: 3281.483398
	Iteration 1F: 3 clusters Score -1442656 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1443106.500000 Penalty: 3281.483398
	Iteration 2F: 3 clusters Score -1443106 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1443635.250000 Penalty: 3281.483398
	Iteration 3Q: 3 clusters Score -1443635 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1444303.625000 Penalty: 3281.483398
	Iteration 4F: 3 clusters Score -1444304 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1445110.250000 Penalty: 3281.483398
	Iteration 5F: 3 clusters Score -1445110 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1446165.500000 Penalty: 3281.483398
	Iteration 6F: 3 clusters Score -1446166 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1447391.500000 Penalty: 3281.483398
	Iteration 7F: 3 clusters Score -1447392 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1448679.500000 Penalty: 3281.483398
	Iteration 8F: 3 clusters Score -1448680 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1449698.625000 Penalty: 3281.483398
	Iteration 9F: 3 clusters Score -1449699 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1450486.875000 Penalty: 3281.483398
	Iteration 10Q: 3 clusters Score -1450487 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1450985.750000 Penalty: 3281.483398
	Iteration 11Q: 3 clusters Score -1450986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1451278.375000 Penalty: 3281.483398
	Iteration 12Q: 3 clusters Score -1451278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1451459.875000 Penalty: 3281.483398
	Iteration 13Q: 3 clusters Score -1451460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1451563.500000 Penalty: 3281.483398
	Iteration 14Q: 3 clusters Score -1451564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1451628.875000 Penalty: 3281.483398
	Iteration 15Q: 3 clusters Score -1451629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1451669.000000 Penalty: 3281.483398
	Iteration 16Q: 3 clusters Score -1451669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1451703.000000 Penalty: 3281.483398
	Iteration 17Q: 3 clusters Score -1451703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1451719.625000 Penalty: 3281.483398
	Iteration 18Q: 3 clusters Score -1451720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1451734.500000 Penalty: 3281.483398
	Iteration 19Q: 3 clusters Score -1451734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1451742.250000 Penalty: 3281.483398
	Iteration 20F: 3 clusters Score -1451742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1451750.625000 Penalty: 3281.483398
	Iteration 21Q: 3 clusters Score -1451751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1451759.625000 Penalty: 3281.483398
	Iteration 22Q: 3 clusters Score -1451760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1451761.375000 Penalty: 3281.483398
	Iteration 23Q: 3 clusters Score -1451761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1451763.875000 Penalty: 3281.483398
	Iteration 24Q: 3 clusters Score -1451764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1451765.125000 Penalty: 3281.483398
	Iteration 25Q: 3 clusters Score -1451765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1451765.125000 Penalty: 3281.483398
	Iteration 26F: 3 clusters Score -1451765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -464772.750000 Penalty: 1469.734863
	Iteration 0F: 2 clusters Score -464772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -458679.500000 Penalty: 2939.469727
	Iteration 0F: 3 clusters Score -458679.5 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -460589.281250 Penalty: 2939.469727
	Iteration 1F: 3 clusters Score -460589.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -460813.593750 Penalty: 2939.469727
	Iteration 2F: 3 clusters Score -460813.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -460979.875000 Penalty: 2939.469727
	Iteration 3Q: 3 clusters Score -460979.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -461117.343750 Penalty: 2939.469727
	Iteration 4Q: 3 clusters Score -461117.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -461235.781250 Penalty: 2939.469727
	Iteration 5Q: 3 clusters Score -461235.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -461367.906250 Penalty: 2939.469727
	Iteration 6Q: 3 clusters Score -461367.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -461519.312500 Penalty: 2939.469727
	Iteration 7Q: 3 clusters Score -461519.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -461662.468750 Penalty: 2939.469727
	Iteration 8Q: 3 clusters Score -461662.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -461802.218750 Penalty: 2939.469727
	Iteration 9Q: 3 clusters Score -461802.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -461946.906250 Penalty: 2939.469727
	Iteration 10Q: 3 clusters Score -461946.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -462112.781250 Penalty: 2939.469727
	Iteration 11Q: 3 clusters Score -462112.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -462293.468750 Penalty: 2939.469727
	Iteration 12Q: 3 clusters Score -462293.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -462498.437500 Penalty: 2939.469727
	Iteration 13Q: 3 clusters Score -462498.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -462697.875000 Penalty: 2939.469727
	Iteration 14Q: 3 clusters Score -462697.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -462890.000000 Penalty: 2939.469727
	Iteration 15Q: 3 clusters Score -462890 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -463041.312500 Penalty: 2939.469727
	Iteration 16Q: 3 clusters Score -463041.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -463148.406250 Penalty: 2939.469727
	Iteration 17Q: 3 clusters Score -463148.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -463223.562500 Penalty: 2939.469727
	Iteration 18Q: 3 clusters Score -463223.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -463268.437500 Penalty: 2939.469727
	Iteration 19Q: 3 clusters Score -463268.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -463298.968750 Penalty: 2939.469727
	Iteration 20F: 3 clusters Score -463299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -463323.812500 Penalty: 2939.469727
	Iteration 21Q: 3 clusters Score -463323.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -463342.312500 Penalty: 2939.469727
	Iteration 22Q: 3 clusters Score -463342.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -463360.937500 Penalty: 2939.469727
	Iteration 23Q: 3 clusters Score -463360.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -463377.031250 Penalty: 2939.469727
	Iteration 24Q: 3 clusters Score -463377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -463390.031250 Penalty: 2939.469727
	Iteration 25Q: 3 clusters Score -463390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -463401.625000 Penalty: 2939.469727
	Iteration 26Q: 3 clusters Score -463401.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -463413.375000 Penalty: 2939.469727
	Iteration 27Q: 3 clusters Score -463413.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -463427.750000 Penalty: 2939.469727
	Iteration 28Q: 3 clusters Score -463427.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -463441.406250 Penalty: 2939.469727
	Iteration 29Q: 3 clusters Score -463441.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -463456.875000 Penalty: 2939.469727
	Iteration 30Q: 3 clusters Score -463456.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -463471.906250 Penalty: 2939.469727
	Iteration 31Q: 3 clusters Score -463471.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -463482.312500 Penalty: 2939.469727
	Iteration 32Q: 3 clusters Score -463482.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -463487.093750 Penalty: 2939.469727
	Iteration 33Q: 3 clusters Score -463487.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -463495.718750 Penalty: 2939.469727
	Iteration 34Q: 3 clusters Score -463495.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -463504.312500 Penalty: 2939.469727
	Iteration 35Q: 3 clusters Score -463504.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -463506.531250 Penalty: 2939.469727
	Iteration 36Q: 3 clusters Score -463506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -463508.875000 Penalty: 2939.469727
	Iteration 37Q: 3 clusters Score -463508.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -463513.312500 Penalty: 2939.469727
	Iteration 38Q: 3 clusters Score -463513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -463515.375000 Penalty: 2939.469727
	Iteration 39Q: 3 clusters Score -463515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -463517.937500 Penalty: 2939.469727
	Iteration 40F: 3 clusters Score -463517.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -463523.125000 Penalty: 2939.469727
	Iteration 41Q: 3 clusters Score -463523.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -463528.125000 Penalty: 2939.469727
	Iteration 42Q: 3 clusters Score -463528.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -463530.812500 Penalty: 2939.469727
	Iteration 43Q: 3 clusters Score -463530.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -463536.343750 Penalty: 2939.469727
	Iteration 44Q: 3 clusters Score -463536.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -463540.750000 Penalty: 2939.469727
	Iteration 45Q: 3 clusters Score -463540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -463540.968750 Penalty: 2939.469727
	Iteration 46Q: 3 clusters Score -463541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -463544.625000 Penalty: 2939.469727
	Iteration 47Q: 3 clusters Score -463544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -463546.250000 Penalty: 2939.469727
	Iteration 48Q: 3 clusters Score -463546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -463546.656250 Penalty: 2939.469727
	Iteration 49Q: 3 clusters Score -463546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -463548.843750 Penalty: 2939.469727
	Iteration 50Q: 3 clusters Score -463548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -463549.468750 Penalty: 2939.469727
	Iteration 51Q: 3 clusters Score -463549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -463551.312500 Penalty: 2939.469727
	Iteration 52Q: 3 clusters Score -463551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -463555.687500 Penalty: 2939.469727
	Iteration 53Q: 3 clusters Score -463555.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -463556.312500 Penalty: 2939.469727
	Iteration 54Q: 3 clusters Score -463556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -463558.187500 Penalty: 2939.469727
	Iteration 55Q: 3 clusters Score -463558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -463560.093750 Penalty: 2939.469727
	Iteration 56Q: 3 clusters Score -463560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -463561.937500 Penalty: 2939.469727
	Iteration 57Q: 3 clusters Score -463561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -463563.031250 Penalty: 2939.469727
	Iteration 58Q: 3 clusters Score -463563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -463563.437500 Penalty: 2939.469727
	Iteration 59Q: 3 clusters Score -463563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -463563.437500 Penalty: 2939.469727
	Iteration 60F: 3 clusters Score -463563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Entering Unmasked Estep 
Score: -636398.062500 Penalty: 1513.052246
	Iteration 0F: 2 clusters Score -636398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -628686.187500 Penalty: 3026.104492
	Iteration 0F: 3 clusters Score -628686.2 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -631459.125000 Penalty: 3026.104492
	Iteration 1F: 3 clusters Score -631459.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -631914.750000 Penalty: 3026.104492
	Iteration 2F: 3 clusters Score -631914.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -632329.687500 Penalty: 3026.104492
	Iteration 3F: 3 clusters Score -632329.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -632789.625000 Penalty: 3026.104492
	Iteration 4F: 3 clusters Score -632789.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -633295.875000 Penalty: 3026.104492
	Iteration 5F: 3 clusters Score -633295.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -633819.062500 Penalty: 3026.104492
	Iteration 6F: 3 clusters Score -633819.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -634302.500000 Penalty: 3026.104492
	Iteration 7F: 3 clusters Score -634302.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -634743.750000 Penalty: 3026.104492
	Iteration 8F: 3 clusters Score -634743.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -635104.250000 Penalty: 3026.104492
	Iteration 9Q: 3 clusters Score -635104.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -635448.562500 Penalty: 3026.104492
	Iteration 10Q: 3 clusters Score -635448.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -635734.812500 Penalty: 3026.104492
	Iteration 11Q: 3 clusters Score -635734.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -635987.000000 Penalty: 3026.104492
	Iteration 12Q: 3 clusters Score -635987 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -636196.625000 Penalty: 3026.104492
	Iteration 13Q: 3 clusters Score -636196.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -636377.250000 Penalty: 3026.104492
	Iteration 14Q: 3 clusters Score -636377.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -636501.250000 Penalty: 3026.104492
	Iteration 15Q: 3 clusters Score -636501.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -636578.750000 Penalty: 3026.104492
	Iteration 16Q: 3 clusters Score -636578.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -636618.062500 Penalty: 3026.104492
	Iteration 17Q: 3 clusters Score -636618.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -636635.062500 Penalty: 3026.104492
	Iteration 18Q: 3 clusters Score -636635.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -636642.875000 Penalty: 3026.104492
	Iteration 19Q: 3 clusters Score -636642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -636646.000000 Penalty: 3026.104492
	Iteration 20F: 3 clusters Score -636646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -636646.562500 Penalty: 3026.104492
	Iteration 21Q: 3 clusters Score -636646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -636649.125000 Penalty: 3026.104492
	Iteration 22Q: 3 clusters Score -636649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -636651.187500 Penalty: 3026.104492
	Iteration 23Q: 3 clusters Score -636651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -636651.437500 Penalty: 3026.104492
	Iteration 24Q: 3 clusters Score -636651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -636650.312500 Penalty: 3026.104492
	Iteration 25Q: 3 clusters Score -636650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -636651.812500 Penalty: 3026.104492
	Iteration 26Q: 3 clusters Score -636651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -636653.000000 Penalty: 3026.104492
	Iteration 27Q: 3 clusters Score -636653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -636654.750000 Penalty: 3026.104492
	Iteration 28Q: 3 clusters Score -636654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -636655.312500 Penalty: 3026.104492
	Iteration 29Q: 3 clusters Score -636655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -636655.312500 Penalty: 3026.104492
	Iteration 30Q: 3 clusters Score -636655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -636655.312500 Penalty: 3026.104492
	Iteration 31F: 3 clusters Score -636655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 67897 members 
Mstep: Class 9 contains 3449 members 
Mstep: Class 10 contains 24267 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 16767 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 6641 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2495 members 
Entering Unmasked Estep 
Score: -10561211.000000 Penalty: 37551.386719
Splitting cluster 12 changes total score from -10561395.000000 to -10561211.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Entering Unmasked Estep 
Score: -950352.000000 Penalty: 1580.664795
	Iteration 0F: 2 clusters Score -950352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -938806.687500 Penalty: 3161.329590
	Iteration 0F: 3 clusters Score -938806.7 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -942928.562500 Penalty: 3161.329590
	Iteration 1F: 3 clusters Score -942928.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -943603.125000 Penalty: 3161.329590
	Iteration 2F: 3 clusters Score -943603.1 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -944440.375000 Penalty: 3161.329590
	Iteration 3F: 3 clusters Score -944440.4 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -945355.312500 Penalty: 3161.329590
	Iteration 4F: 3 clusters Score -945355.3 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -946259.500000 Penalty: 3161.329590
	Iteration 5F: 3 clusters Score -946259.5 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -946937.687500 Penalty: 3161.329590
	Iteration 6F: 3 clusters Score -946937.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -947485.437500 Penalty: 3161.329590
	Iteration 7F: 3 clusters Score -947485.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -947858.125000 Penalty: 3161.329590
	Iteration 8Q: 3 clusters Score -947858.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -948069.750000 Penalty: 3161.329590
	Iteration 9Q: 3 clusters Score -948069.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -948194.625000 Penalty: 3161.329590
	Iteration 10Q: 3 clusters Score -948194.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -948273.750000 Penalty: 3161.329590
	Iteration 11Q: 3 clusters Score -948273.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -948326.875000 Penalty: 3161.329590
	Iteration 12Q: 3 clusters Score -948326.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -948359.125000 Penalty: 3161.329590
	Iteration 13Q: 3 clusters Score -948359.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -948386.312500 Penalty: 3161.329590
	Iteration 14Q: 3 clusters Score -948386.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -948410.437500 Penalty: 3161.329590
	Iteration 15Q: 3 clusters Score -948410.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -948424.187500 Penalty: 3161.329590
	Iteration 16Q: 3 clusters Score -948424.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -948442.625000 Penalty: 3161.329590
	Iteration 17Q: 3 clusters Score -948442.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -948459.250000 Penalty: 3161.329590
	Iteration 18Q: 3 clusters Score -948459.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -948480.812500 Penalty: 3161.329590
	Iteration 19Q: 3 clusters Score -948480.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -948498.812500 Penalty: 3161.329590
	Iteration 20F: 3 clusters Score -948498.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -948521.687500 Penalty: 3161.329590
	Iteration 21Q: 3 clusters Score -948521.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -948544.750000 Penalty: 3161.329590
	Iteration 22Q: 3 clusters Score -948544.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -948565.812500 Penalty: 3161.329590
	Iteration 23Q: 3 clusters Score -948565.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -948581.125000 Penalty: 3161.329590
	Iteration 24Q: 3 clusters Score -948581.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -948599.312500 Penalty: 3161.329590
	Iteration 25Q: 3 clusters Score -948599.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -948614.750000 Penalty: 3161.329590
	Iteration 26Q: 3 clusters Score -948614.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -948629.687500 Penalty: 3161.329590
	Iteration 27Q: 3 clusters Score -948629.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -948659.312500 Penalty: 3161.329590
	Iteration 28Q: 3 clusters Score -948659.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -948682.812500 Penalty: 3161.329590
	Iteration 29Q: 3 clusters Score -948682.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -948707.437500 Penalty: 3161.329590
	Iteration 30Q: 3 clusters Score -948707.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -948732.125000 Penalty: 3161.329590
	Iteration 31Q: 3 clusters Score -948732.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -948763.062500 Penalty: 3161.329590
	Iteration 32Q: 3 clusters Score -948763.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -948800.500000 Penalty: 3161.329590
	Iteration 33Q: 3 clusters Score -948800.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -948840.625000 Penalty: 3161.329590
	Iteration 34Q: 3 clusters Score -948840.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -948886.937500 Penalty: 3161.329590
	Iteration 35Q: 3 clusters Score -948886.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -948920.562500 Penalty: 3161.329590
	Iteration 36Q: 3 clusters Score -948920.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -948964.125000 Penalty: 3161.329590
	Iteration 37Q: 3 clusters Score -948964.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -949011.125000 Penalty: 3161.329590
	Iteration 38Q: 3 clusters Score -949011.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -949060.312500 Penalty: 3161.329590
	Iteration 39Q: 3 clusters Score -949060.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -949114.625000 Penalty: 3161.329590
	Iteration 40F: 3 clusters Score -949114.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -949180.375000 Penalty: 3161.329590
	Iteration 41Q: 3 clusters Score -949180.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -949247.812500 Penalty: 3161.329590
	Iteration 42Q: 3 clusters Score -949247.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -949325.250000 Penalty: 3161.329590
	Iteration 43Q: 3 clusters Score -949325.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -949398.937500 Penalty: 3161.329590
	Iteration 44Q: 3 clusters Score -949398.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -949465.750000 Penalty: 3161.329590
	Iteration 45Q: 3 clusters Score -949465.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -949512.750000 Penalty: 3161.329590
	Iteration 46Q: 3 clusters Score -949512.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -949552.312500 Penalty: 3161.329590
	Iteration 47Q: 3 clusters Score -949552.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -949581.312500 Penalty: 3161.329590
	Iteration 48Q: 3 clusters Score -949581.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -949601.250000 Penalty: 3161.329590
	Iteration 49Q: 3 clusters Score -949601.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -949612.750000 Penalty: 3161.329590
	Iteration 50Q: 3 clusters Score -949612.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -949623.812500 Penalty: 3161.329590
	Iteration 51Q: 3 clusters Score -949623.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -949632.937500 Penalty: 3161.329590
	Iteration 52Q: 3 clusters Score -949632.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -949640.000000 Penalty: 3161.329590
	Iteration 53Q: 3 clusters Score -949640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -949646.000000 Penalty: 3161.329590
	Iteration 54Q: 3 clusters Score -949646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -949651.375000 Penalty: 3161.329590
	Iteration 55Q: 3 clusters Score -949651.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -949658.562500 Penalty: 3161.329590
	Iteration 56Q: 3 clusters Score -949658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -949656.375000 Penalty: 3161.329590
	Iteration 57Q: 3 clusters Score -949656.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -949661.687500 Penalty: 3161.329590
	Iteration 58Q: 3 clusters Score -949661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -949666.125000 Penalty: 3161.329590
	Iteration 59Q: 3 clusters Score -949666.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -949668.750000 Penalty: 3161.329590
	Iteration 60F: 3 clusters Score -949668.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -949674.750000 Penalty: 3161.329590
	Iteration 61Q: 3 clusters Score -949674.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -949681.750000 Penalty: 3161.329590
	Iteration 62Q: 3 clusters Score -949681.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -949691.125000 Penalty: 3161.329590
	Iteration 63Q: 3 clusters Score -949691.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -949698.812500 Penalty: 3161.329590
	Iteration 64Q: 3 clusters Score -949698.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -949705.500000 Penalty: 3161.329590
	Iteration 65Q: 3 clusters Score -949705.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -949714.437500 Penalty: 3161.329590
	Iteration 66Q: 3 clusters Score -949714.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -949716.812500 Penalty: 3161.329590
	Iteration 67Q: 3 clusters Score -949716.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -949724.625000 Penalty: 3161.329590
	Iteration 68Q: 3 clusters Score -949724.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -949727.375000 Penalty: 3161.329590
	Iteration 69Q: 3 clusters Score -949727.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -949729.812500 Penalty: 3161.329590
	Iteration 70Q: 3 clusters Score -949729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -949736.625000 Penalty: 3161.329590
	Iteration 71Q: 3 clusters Score -949736.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -949741.875000 Penalty: 3161.329590
	Iteration 72Q: 3 clusters Score -949741.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -949754.375000 Penalty: 3161.329590
	Iteration 73Q: 3 clusters Score -949754.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -949761.687500 Penalty: 3161.329590
	Iteration 74Q: 3 clusters Score -949761.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -949765.500000 Penalty: 3161.329590
	Iteration 75Q: 3 clusters Score -949765.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -949771.500000 Penalty: 3161.329590
	Iteration 76Q: 3 clusters Score -949771.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -949780.500000 Penalty: 3161.329590
	Iteration 77Q: 3 clusters Score -949780.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -949784.562500 Penalty: 3161.329590
	Iteration 78Q: 3 clusters Score -949784.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -949795.625000 Penalty: 3161.329590
	Iteration 79Q: 3 clusters Score -949795.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -949816.750000 Penalty: 3161.329590
	Iteration 80F: 3 clusters Score -949816.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -949824.875000 Penalty: 3161.329590
	Iteration 81Q: 3 clusters Score -949824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -949831.312500 Penalty: 3161.329590
	Iteration 82Q: 3 clusters Score -949831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -949838.687500 Penalty: 3161.329590
	Iteration 83Q: 3 clusters Score -949838.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -949849.187500 Penalty: 3161.329590
	Iteration 84Q: 3 clusters Score -949849.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -949851.437500 Penalty: 3161.329590
	Iteration 85Q: 3 clusters Score -949851.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -949861.250000 Penalty: 3161.329590
	Iteration 86Q: 3 clusters Score -949861.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -949864.687500 Penalty: 3161.329590
	Iteration 87Q: 3 clusters Score -949864.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -949869.562500 Penalty: 3161.329590
	Iteration 88Q: 3 clusters Score -949869.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -949872.562500 Penalty: 3161.329590
	Iteration 89Q: 3 clusters Score -949872.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -949879.125000 Penalty: 3161.329590
	Iteration 90Q: 3 clusters Score -949879.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -949881.500000 Penalty: 3161.329590
	Iteration 91Q: 3 clusters Score -949881.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -949891.312500 Penalty: 3161.329590
	Iteration 92Q: 3 clusters Score -949891.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -949896.000000 Penalty: 3161.329590
	Iteration 93Q: 3 clusters Score -949896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -949900.187500 Penalty: 3161.329590
	Iteration 94Q: 3 clusters Score -949900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -949900.437500 Penalty: 3161.329590
	Iteration 95Q: 3 clusters Score -949900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -949905.562500 Penalty: 3161.329590
	Iteration 96Q: 3 clusters Score -949905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -949906.437500 Penalty: 3161.329590
	Iteration 97Q: 3 clusters Score -949906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -949909.937500 Penalty: 3161.329590
	Iteration 98Q: 3 clusters Score -949909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -949908.500000 Penalty: 3161.329590
	Iteration 99Q: 3 clusters Score -949908.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -949909.875000 Penalty: 3161.329590
	Iteration 100F: 3 clusters Score -949909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -949911.187500 Penalty: 3161.329590
	Iteration 101Q: 3 clusters Score -949911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -949912.250000 Penalty: 3161.329590
	Iteration 102Q: 3 clusters Score -949912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -949911.062500 Penalty: 3161.329590
	Iteration 103Q: 3 clusters Score -949911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -949914.125000 Penalty: 3161.329590
	Iteration 104Q: 3 clusters Score -949914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -949912.062500 Penalty: 3161.329590
	Iteration 105Q: 3 clusters Score -949912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -949913.187500 Penalty: 3161.329590
	Iteration 106Q: 3 clusters Score -949913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -949913.562500 Penalty: 3161.329590
	Iteration 107Q: 3 clusters Score -949913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -949913.562500 Penalty: 3161.329590
	Iteration 108F: 3 clusters Score -949913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -604504.562500 Penalty: 1497.926758
	Iteration 0F: 2 clusters Score -604504.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -597285.750000 Penalty: 2995.853516
	Iteration 0F: 3 clusters Score -597285.8 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -599587.875000 Penalty: 2995.853516
	Iteration 1F: 3 clusters Score -599587.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -599864.625000 Penalty: 2995.853516
	Iteration 2F: 3 clusters Score -599864.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -600044.875000 Penalty: 2995.853516
	Iteration 3F: 3 clusters Score -600044.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -600185.125000 Penalty: 2995.853516
	Iteration 4Q: 3 clusters Score -600185.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -600314.625000 Penalty: 2995.853516
	Iteration 5Q: 3 clusters Score -600314.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -600428.625000 Penalty: 2995.853516
	Iteration 6Q: 3 clusters Score -600428.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -600549.562500 Penalty: 2995.853516
	Iteration 7Q: 3 clusters Score -600549.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -600673.000000 Penalty: 2995.853516
	Iteration 8Q: 3 clusters Score -600673 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -600815.250000 Penalty: 2995.853516
	Iteration 9Q: 3 clusters Score -600815.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -600968.250000 Penalty: 2995.853516
	Iteration 10Q: 3 clusters Score -600968.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -601156.937500 Penalty: 2995.853516
	Iteration 11Q: 3 clusters Score -601156.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -601336.812500 Penalty: 2995.853516
	Iteration 12Q: 3 clusters Score -601336.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -601500.562500 Penalty: 2995.853516
	Iteration 13Q: 3 clusters Score -601500.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -601668.500000 Penalty: 2995.853516
	Iteration 14Q: 3 clusters Score -601668.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -601839.375000 Penalty: 2995.853516
	Iteration 15Q: 3 clusters Score -601839.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -602015.125000 Penalty: 2995.853516
	Iteration 16Q: 3 clusters Score -602015.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -602202.750000 Penalty: 2995.853516
	Iteration 17Q: 3 clusters Score -602202.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -602375.000000 Penalty: 2995.853516
	Iteration 18Q: 3 clusters Score -602375 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -602499.500000 Penalty: 2995.853516
	Iteration 19Q: 3 clusters Score -602499.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -602576.250000 Penalty: 2995.853516
	Iteration 20F: 3 clusters Score -602576.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -602613.375000 Penalty: 2995.853516
	Iteration 21Q: 3 clusters Score -602613.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -602634.812500 Penalty: 2995.853516
	Iteration 22Q: 3 clusters Score -602634.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -602648.062500 Penalty: 2995.853516
	Iteration 23Q: 3 clusters Score -602648.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -602658.750000 Penalty: 2995.853516
	Iteration 24Q: 3 clusters Score -602658.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -602674.437500 Penalty: 2995.853516
	Iteration 25Q: 3 clusters Score -602674.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -602688.500000 Penalty: 2995.853516
	Iteration 26Q: 3 clusters Score -602688.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -602699.500000 Penalty: 2995.853516
	Iteration 27Q: 3 clusters Score -602699.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -602707.187500 Penalty: 2995.853516
	Iteration 28Q: 3 clusters Score -602707.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -602714.500000 Penalty: 2995.853516
	Iteration 29Q: 3 clusters Score -602714.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -602723.062500 Penalty: 2995.853516
	Iteration 30Q: 3 clusters Score -602723.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -602731.562500 Penalty: 2995.853516
	Iteration 31Q: 3 clusters Score -602731.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -602740.687500 Penalty: 2995.853516
	Iteration 32Q: 3 clusters Score -602740.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -602747.937500 Penalty: 2995.853516
	Iteration 33Q: 3 clusters Score -602747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -602751.562500 Penalty: 2995.853516
	Iteration 34Q: 3 clusters Score -602751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -602753.812500 Penalty: 2995.853516
	Iteration 35Q: 3 clusters Score -602753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -602757.062500 Penalty: 2995.853516
	Iteration 36Q: 3 clusters Score -602757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -602760.562500 Penalty: 2995.853516
	Iteration 37Q: 3 clusters Score -602760.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -602763.312500 Penalty: 2995.853516
	Iteration 38Q: 3 clusters Score -602763.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -602766.187500 Penalty: 2995.853516
	Iteration 39Q: 3 clusters Score -602766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -602767.062500 Penalty: 2995.853516
	Iteration 40F: 3 clusters Score -602767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -602767.812500 Penalty: 2995.853516
	Iteration 41Q: 3 clusters Score -602767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -602771.125000 Penalty: 2995.853516
	Iteration 42Q: 3 clusters Score -602771.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -602773.187500 Penalty: 2995.853516
	Iteration 43Q: 3 clusters Score -602773.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -602775.312500 Penalty: 2995.853516
	Iteration 44Q: 3 clusters Score -602775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -602778.437500 Penalty: 2995.853516
	Iteration 45Q: 3 clusters Score -602778.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -602778.062500 Penalty: 2995.853516
	Iteration 46Q: 3 clusters Score -602778.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -602782.937500 Penalty: 2995.853516
	Iteration 47Q: 3 clusters Score -602782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -602788.062500 Penalty: 2995.853516
	Iteration 48Q: 3 clusters Score -602788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -602787.625000 Penalty: 2995.853516
	Iteration 49Q: 3 clusters Score -602787.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -602790.750000 Penalty: 2995.853516
	Iteration 50Q: 3 clusters Score -602790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -602794.687500 Penalty: 2995.853516
	Iteration 51Q: 3 clusters Score -602794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -602794.937500 Penalty: 2995.853516
	Iteration 52Q: 3 clusters Score -602794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -602796.750000 Penalty: 2995.853516
	Iteration 53Q: 3 clusters Score -602796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -602799.937500 Penalty: 2995.853516
	Iteration 54Q: 3 clusters Score -602799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -602802.500000 Penalty: 2995.853516
	Iteration 55Q: 3 clusters Score -602802.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -602803.687500 Penalty: 2995.853516
	Iteration 56Q: 3 clusters Score -602803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -602806.937500 Penalty: 2995.853516
	Iteration 57Q: 3 clusters Score -602806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -602812.375000 Penalty: 2995.853516
	Iteration 58Q: 3 clusters Score -602812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -602812.875000 Penalty: 2995.853516
	Iteration 59Q: 3 clusters Score -602812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -602816.875000 Penalty: 2995.853516
	Iteration 60F: 3 clusters Score -602816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -602817.250000 Penalty: 2995.853516
	Iteration 61Q: 3 clusters Score -602817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -602818.250000 Penalty: 2995.853516
	Iteration 62Q: 3 clusters Score -602818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -602820.000000 Penalty: 2995.853516
	Iteration 63Q: 3 clusters Score -602820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -602819.125000 Penalty: 2995.853516
	Iteration 64Q: 3 clusters Score -602819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -602818.500000 Penalty: 2995.853516
	Iteration 65Q: 3 clusters Score -602818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -602819.812500 Penalty: 2995.853516
	Iteration 66Q: 3 clusters Score -602819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -602819.875000 Penalty: 2995.853516
	Iteration 67Q: 3 clusters Score -602819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -602821.125000 Penalty: 2995.853516
	Iteration 68Q: 3 clusters Score -602821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -602821.187500 Penalty: 2995.853516
	Iteration 69Q: 3 clusters Score -602821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -602820.812500 Penalty: 2995.853516
	Iteration 70Q: 3 clusters Score -602820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -602821.437500 Penalty: 2995.853516
	Iteration 71Q: 3 clusters Score -602821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -602821.937500 Penalty: 2995.853516
	Iteration 72Q: 3 clusters Score -602821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -602825.125000 Penalty: 2995.853516
	Iteration 73Q: 3 clusters Score -602825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -602824.625000 Penalty: 2995.853516
	Iteration 74Q: 3 clusters Score -602824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -602825.562500 Penalty: 2995.853516
	Iteration 75Q: 3 clusters Score -602825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -602826.187500 Penalty: 2995.853516
	Iteration 76Q: 3 clusters Score -602826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -602826.375000 Penalty: 2995.853516
	Iteration 77Q: 3 clusters Score -602826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -602826.187500 Penalty: 2995.853516
	Iteration 78Q: 3 clusters Score -602826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -602825.750000 Penalty: 2995.853516
	Iteration 79Q: 3 clusters Score -602825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -602825.750000 Penalty: 2995.853516
	Iteration 80F: 3 clusters Score -602825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -409611.125000 Penalty: 1433.795044
	Iteration 0F: 2 clusters Score -409611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -404466.531250 Penalty: 2867.590088
	Iteration 0F: 3 clusters Score -404466.5 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -405978.187500 Penalty: 2867.590088
	Iteration 1F: 3 clusters Score -405978.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -406219.218750 Penalty: 2867.590088
	Iteration 2F: 3 clusters Score -406219.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -406386.281250 Penalty: 2867.590088
	Iteration 3F: 3 clusters Score -406386.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -406523.218750 Penalty: 2867.590088
	Iteration 4Q: 3 clusters Score -406523.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -406637.718750 Penalty: 2867.590088
	Iteration 5Q: 3 clusters Score -406637.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -406751.812500 Penalty: 2867.590088
	Iteration 6Q: 3 clusters Score -406751.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -406864.812500 Penalty: 2867.590088
	Iteration 7Q: 3 clusters Score -406864.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -406980.250000 Penalty: 2867.590088
	Iteration 8Q: 3 clusters Score -406980.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -407147.062500 Penalty: 2867.590088
	Iteration 9Q: 3 clusters Score -407147.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -407364.562500 Penalty: 2867.590088
	Iteration 10Q: 3 clusters Score -407364.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -407588.937500 Penalty: 2867.590088
	Iteration 11Q: 3 clusters Score -407588.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -407787.656250 Penalty: 2867.590088
	Iteration 12Q: 3 clusters Score -407787.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -407944.125000 Penalty: 2867.590088
	Iteration 13Q: 3 clusters Score -407944.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -408072.812500 Penalty: 2867.590088
	Iteration 14Q: 3 clusters Score -408072.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -408172.718750 Penalty: 2867.590088
	Iteration 15Q: 3 clusters Score -408172.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -408257.125000 Penalty: 2867.590088
	Iteration 16Q: 3 clusters Score -408257.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -408319.125000 Penalty: 2867.590088
	Iteration 17Q: 3 clusters Score -408319.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -408362.781250 Penalty: 2867.590088
	Iteration 18Q: 3 clusters Score -408362.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -408387.875000 Penalty: 2867.590088
	Iteration 19Q: 3 clusters Score -408387.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -408404.968750 Penalty: 2867.590088
	Iteration 20F: 3 clusters Score -408405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -408414.500000 Penalty: 2867.590088
	Iteration 21Q: 3 clusters Score -408414.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -408425.875000 Penalty: 2867.590088
	Iteration 22Q: 3 clusters Score -408425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -408433.093750 Penalty: 2867.590088
	Iteration 23Q: 3 clusters Score -408433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -408439.156250 Penalty: 2867.590088
	Iteration 24Q: 3 clusters Score -408439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -408444.218750 Penalty: 2867.590088
	Iteration 25Q: 3 clusters Score -408444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -408447.843750 Penalty: 2867.590088
	Iteration 26Q: 3 clusters Score -408447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -408451.312500 Penalty: 2867.590088
	Iteration 27Q: 3 clusters Score -408451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -408454.093750 Penalty: 2867.590088
	Iteration 28Q: 3 clusters Score -408454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -408455.000000 Penalty: 2867.590088
	Iteration 29Q: 3 clusters Score -408455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -408455.625000 Penalty: 2867.590088
	Iteration 30Q: 3 clusters Score -408455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -408455.843750 Penalty: 2867.590088
	Iteration 31Q: 3 clusters Score -408455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -408455.312500 Penalty: 2867.590088
	Iteration 32Q: 3 clusters Score -408455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -408455.312500 Penalty: 2867.590088
	Iteration 33F: 3 clusters Score -408455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -52444.871094 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -52444.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50951.246094 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -50951.25 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -51236.683594 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -51236.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -51358.277344 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -51358.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51449.828125 Penalty: 2267.009521
	Iteration 3F: 3 clusters Score -51449.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51520.250000 Penalty: 2267.009521
	Iteration 4F: 3 clusters Score -51520.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51569.785156 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -51569.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51609.546875 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -51609.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51626.980469 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -51626.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51641.605469 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -51641.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51657.867188 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -51657.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51679.785156 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -51679.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51695.664062 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -51695.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51708.347656 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -51708.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51715.835938 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -51715.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51725.468750 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -51725.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51732.105469 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -51732.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51739.468750 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -51739.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51744.386719 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -51744.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51747.660156 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -51747.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51751.410156 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -51751.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51754.253906 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -51754.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51756.968750 Penalty: 2267.009521
	Iteration 21Q: 3 clusters Score -51756.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51761.035156 Penalty: 2267.009521
	Iteration 22Q: 3 clusters Score -51761.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51770.015625 Penalty: 2267.009521
	Iteration 23Q: 3 clusters Score -51770.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51772.839844 Penalty: 2267.009521
	Iteration 24Q: 3 clusters Score -51772.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51775.324219 Penalty: 2267.009521
	Iteration 25Q: 3 clusters Score -51775.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51779.523438 Penalty: 2267.009521
	Iteration 26Q: 3 clusters Score -51779.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51781.167969 Penalty: 2267.009521
	Iteration 27Q: 3 clusters Score -51781.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51781.167969 Penalty: 2267.009521
	Iteration 28F: 3 clusters Score -51781.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -124941.765625 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -124941.8 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 1162 members 
Entering Unmasked Estep 
Score: -122625.695312 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -122625.7 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -123089.210938 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -123089.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -123194.687500 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -123194.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -123296.351562 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -123296.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -123365.445312 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -123365.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -123409.531250 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -123409.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -123443.500000 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -123443.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -123480.625000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -123480.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -123527.140625 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -123527.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -123569.398438 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -123569.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -123603.187500 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -123603.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -123630.289062 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -123630.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -123661.945312 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -123661.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123692.281250 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -123692.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123715.726562 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -123715.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -123733.671875 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -123733.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123747.812500 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -123747.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -123753.929688 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -123753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -123763.078125 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -123763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -123773.320312 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -123773.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -123787.710938 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -123787.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -123802.773438 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -123802.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -123811.507812 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -123811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -123821.078125 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -123821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123830.218750 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -123830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123836.476562 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -123836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -123840.734375 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -123840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -123843.179688 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -123843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -123845.343750 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -123845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -123846.281250 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -123846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -123848.820312 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -123848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123850.593750 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -123850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -123853.171875 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -123853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123855.539062 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -123855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -123856.343750 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -123856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -123857.007812 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -123857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123857.468750 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -123857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123857.960938 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -123858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -123858.179688 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -123858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -123858.179688 Penalty: 2524.223145
	Iteration 39F: 3 clusters Score -123858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -130702.890625 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -130702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -128369.140625 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -128369.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128980.757812 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -128980.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -129156.453125 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -129156.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -129250.796875 Penalty: 2542.164307
	Iteration 3Q: 3 clusters Score -129250.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -129328.570312 Penalty: 2542.164307
	Iteration 4Q: 3 clusters Score -129328.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -129393.351562 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -129393.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -129443.367188 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -129443.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -129475.648438 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -129475.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -129502.398438 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -129502.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -129524.976562 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -129525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -129545.820312 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -129545.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -129568.078125 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -129568.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -129583.335938 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -129583.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -129599.523438 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -129599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -129616.484375 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -129616.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -129648.804688 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -129648.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -129678.984375 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -129679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -129710.546875 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -129710.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -129727.367188 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -129727.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -129745.429688 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -129745.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -129762.203125 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -129762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -129769.312500 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -129769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -129775.710938 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -129775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -129779.578125 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -129779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -129786.671875 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -129786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -129798.070312 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -129798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -129815.062500 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -129815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -129828.171875 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -129828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -129843.468750 Penalty: 2542.164307
	Iteration 28Q: 3 clusters Score -129843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -129858.312500 Penalty: 2542.164307
	Iteration 29Q: 3 clusters Score -129858.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -129868.304688 Penalty: 2542.164307
	Iteration 30Q: 3 clusters Score -129868.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -129881.546875 Penalty: 2542.164307
	Iteration 31Q: 3 clusters Score -129881.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -129888.148438 Penalty: 2542.164307
	Iteration 32Q: 3 clusters Score -129888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -129895.226562 Penalty: 2542.164307
	Iteration 33Q: 3 clusters Score -129895.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -129904.007812 Penalty: 2542.164307
	Iteration 34Q: 3 clusters Score -129904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -129910.156250 Penalty: 2542.164307
	Iteration 35Q: 3 clusters Score -129910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -129913.750000 Penalty: 2542.164307
	Iteration 36Q: 3 clusters Score -129913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -129917.242188 Penalty: 2542.164307
	Iteration 37Q: 3 clusters Score -129917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -129925.546875 Penalty: 2542.164307
	Iteration 38Q: 3 clusters Score -129925.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -129940.281250 Penalty: 2542.164307
	Iteration 39Q: 3 clusters Score -129940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -129955.406250 Penalty: 2542.164307
	Iteration 40F: 3 clusters Score -129955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -129971.765625 Penalty: 2542.164307
	Iteration 41Q: 3 clusters Score -129971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -129987.398438 Penalty: 2542.164307
	Iteration 42Q: 3 clusters Score -129987.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -129997.062500 Penalty: 2542.164307
	Iteration 43Q: 3 clusters Score -129997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -130009.093750 Penalty: 2542.164307
	Iteration 44Q: 3 clusters Score -130009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -130019.781250 Penalty: 2542.164307
	Iteration 45Q: 3 clusters Score -130019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -130034.132812 Penalty: 2542.164307
	Iteration 46Q: 3 clusters Score -130034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -130048.906250 Penalty: 2542.164307
	Iteration 47Q: 3 clusters Score -130048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -130063.414062 Penalty: 2542.164307
	Iteration 48Q: 3 clusters Score -130063.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -130084.046875 Penalty: 2542.164307
	Iteration 49Q: 3 clusters Score -130084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -130093.359375 Penalty: 2542.164307
	Iteration 50Q: 3 clusters Score -130093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -130098.351562 Penalty: 2542.164307
	Iteration 51Q: 3 clusters Score -130098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -130107.343750 Penalty: 2542.164307
	Iteration 52Q: 3 clusters Score -130107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -130113.960938 Penalty: 2542.164307
	Iteration 53Q: 3 clusters Score -130114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -130115.046875 Penalty: 2542.164307
	Iteration 54Q: 3 clusters Score -130115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -130117.242188 Penalty: 2542.164307
	Iteration 55Q: 3 clusters Score -130117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -130118.085938 Penalty: 2542.164307
	Iteration 56Q: 3 clusters Score -130118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -130121.125000 Penalty: 2542.164307
	Iteration 57Q: 3 clusters Score -130121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -130123.171875 Penalty: 2542.164307
	Iteration 58Q: 3 clusters Score -130123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -130125.031250 Penalty: 2542.164307
	Iteration 59Q: 3 clusters Score -130125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -130127.914062 Penalty: 2542.164307
	Iteration 60F: 3 clusters Score -130127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -130129.500000 Penalty: 2542.164307
	Iteration 61Q: 3 clusters Score -130129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -130129.500000 Penalty: 2542.164307
	Iteration 62F: 3 clusters Score -130129.5 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31732936.000000 Penalty: 38788.445312
20->19 Clusters: Score -31732936.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 4 contains 9444 members 
Mstep: Class 5 contains 9454 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 9603 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 9572 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 18 contains 9605 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 338.992859 but Gain 1976.390625
Score: -9533238.000000 Penalty: 37551.386719
Iteration 0F: 20 clusters Score -9533238 nChanged 179567
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 14548 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 17012 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 7322 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 19336 members 
Mstep: Class 17 contains 7334 members 
Mstep: Class 18 contains 6102 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 16456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10188099.000000 Penalty: 37551.386719
Iteration 1F: 20 clusters Score -1.01881e+07 nChanged 68035
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6188 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 9255 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 14798 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 7745 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 21173 members 
Mstep: Class 16 contains 20224 members 
Mstep: Class 17 contains 7863 members 
Mstep: Class 18 contains 4977 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 16845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10335626.000000 Penalty: 37551.386719
Iteration 2F: 20 clusters Score -1.033563e+07 nChanged 50735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 14856 members 
Mstep: Class 8 contains 10455 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 17856 members 
Mstep: Class 11 contains 10542 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 22534 members 
Mstep: Class 16 contains 18686 members 
Mstep: Class 17 contains 9043 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 16087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10411607.000000 Penalty: 37551.386719
Iteration 3F: 20 clusters Score -1.041161e+07 nChanged 37316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 5267 members 
Mstep: Class 4 contains 10296 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 16004 members 
Mstep: Class 8 contains 9324 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 17159 members 
Mstep: Class 11 contains 10989 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 17664 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 15115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10454525.000000 Penalty: 37551.386719
Iteration 4F: 20 clusters Score -1.045452e+07 nChanged 27500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 12935 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 16921 members 
Mstep: Class 8 contains 9648 members 
Mstep: Class 9 contains 7651 members 
Mstep: Class 10 contains 16871 members 
Mstep: Class 11 contains 10592 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 18684 members 
Mstep: Class 16 contains 17270 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 14038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1956.056641 but Gain 1976.386719
Score: -10479268.000000 Penalty: 35575.000000
Iteration 5F: 19 clusters Score -1.047927e+07 nChanged 21992
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 10249 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 17386 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 16862 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 14 contains 3733 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 10778 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 20 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10497992.000000 Penalty: 35575.000000
Iteration 6F: 19 clusters Score -1.049799e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 14550 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 17376 members 
Mstep: Class 8 contains 12017 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 16884 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 14845 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 10765 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 20 contains 12359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10508955.000000 Penalty: 35575.000000
Iteration 7F: 19 clusters Score -1.050896e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 14688 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 17375 members 
Mstep: Class 8 contains 12950 members 
Mstep: Class 9 contains 7338 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 20 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10517456.000000 Penalty: 35575.000000
Iteration 8F: 19 clusters Score -1.051746e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 4533 members 
Mstep: Class 6 contains 3318 members 
Mstep: Class 7 contains 17388 members 
Mstep: Class 8 contains 13717 members 
Mstep: Class 9 contains 7084 members 
Mstep: Class 10 contains 17288 members 
Mstep: Class 11 contains 8766 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 14 contains 4188 members 
Mstep: Class 15 contains 12230 members 
Mstep: Class 16 contains 15582 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 1255 members 
Mstep: Class 20 contains 11026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10524340.000000 Penalty: 35575.000000
Iteration 9F: 19 clusters Score -1.052434e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 17408 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 11451 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 20 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10529946.000000 Penalty: 35575.000000
Iteration 10Q: 19 clusters Score -1.052995e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 3197 members 
Mstep: Class 7 contains 17387 members 
Mstep: Class 8 contains 14872 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 10 contains 17561 members 
Mstep: Class 11 contains 8453 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 10996 members 
Mstep: Class 16 contains 14382 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 20 contains 9855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10534467.000000 Penalty: 35575.000000
Iteration 11Q: 19 clusters Score -1.053447e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 13299 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 10503 members 
Mstep: Class 5 contains 4537 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 17354 members 
Mstep: Class 8 contains 15193 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 10752 members 
Mstep: Class 16 contains 14035 members 
Mstep: Class 17 contains 10459 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 20 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1822.968750 but Gain 1976.390625
Score: -10537792.000000 Penalty: 33598.609375
Iteration 12Q: 18 clusters Score -1.053779e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 17369 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 17521 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 10464 members 
Mstep: Class 18 contains 1095 members 
Mstep: Class 20 contains 8941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10541549.000000 Penalty: 33598.609375
Iteration 13Q: 18 clusters Score -1.054155e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 17377 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 17467 members 
Mstep: Class 11 contains 8276 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 13662 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 20 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10543476.000000 Penalty: 33598.609375
Iteration 14Q: 18 clusters Score -1.054348e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 17391 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 10494 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 20 contains 8327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10544786.000000 Penalty: 33598.609375
Iteration 15Q: 18 clusters Score -1.054479e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 4737 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 17395 members 
Mstep: Class 8 contains 15338 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 17291 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 14 contains 4181 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 10261 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 20 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545786.000000 Penalty: 33598.609375
Iteration 16Q: 18 clusters Score -1.054579e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 9979 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 17421 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 13399 members 
Mstep: Class 17 contains 10181 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 20 contains 7919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10546545.000000 Penalty: 33598.609375
Iteration 17Q: 18 clusters Score -1.054654e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 9296 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 5 contains 4409 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 8 contains 15211 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 17186 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 10387 members 
Mstep: Class 16 contains 13350 members 
Mstep: Class 17 contains 10138 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 20 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547175.000000 Penalty: 33598.609375
Iteration 18Q: 18 clusters Score -1.054718e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 10184 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 7 contains 17454 members 
Mstep: Class 8 contains 15138 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 10365 members 
Mstep: Class 16 contains 13303 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 20 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547769.000000 Penalty: 33598.609375
Iteration 19Q: 18 clusters Score -1.054777e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 5335 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 17477 members 
Mstep: Class 8 contains 15071 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 17169 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 14 contains 3963 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 9996 members 
Mstep: Class 18 contains 1095 members 
Mstep: Class 20 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548322.000000 Penalty: 33598.609375
Iteration 20F: 18 clusters Score -1.054832e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 10023 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 17502 members 
Mstep: Class 8 contains 15019 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 17169 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 13215 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 20 contains 7368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548799.000000 Penalty: 33598.609375
Iteration 21Q: 18 clusters Score -1.05488e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 7024 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 9958 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 17527 members 
Mstep: Class 8 contains 14963 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 8094 members 
Mstep: Class 14 contains 3875 members 
Mstep: Class 15 contains 10301 members 
Mstep: Class 16 contains 13177 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 20 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549218.000000 Penalty: 33598.609375
Iteration 22Q: 18 clusters Score -1.054922e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 6533 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 14911 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 10269 members 
Mstep: Class 16 contains 13147 members 
Mstep: Class 17 contains 9797 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 20 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549574.000000 Penalty: 33598.609375
Iteration 23Q: 18 clusters Score -1.054957e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 5850 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 17132 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 9713 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 20 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549932.000000 Penalty: 33598.609375
Iteration 24Q: 18 clusters Score -1.054993e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 3535 members 
Mstep: Class 7 contains 17627 members 
Mstep: Class 8 contains 14760 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 10 contains 17111 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 10210 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 9608 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 20 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550182.000000 Penalty: 33598.609375
Iteration 25Q: 18 clusters Score -1.055018e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 9678 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 3556 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 17094 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 14 contains 3727 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 13092 members 
Mstep: Class 17 contains 9512 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 20 contains 6975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550451.000000 Penalty: 33598.609375
Iteration 26Q: 18 clusters Score -1.055045e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 4854 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 14661 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 17082 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 1001 members 
Mstep: Class 20 contains 6917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550701.000000 Penalty: 33598.609375
Iteration 27Q: 18 clusters Score -1.05507e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 17683 members 
Mstep: Class 8 contains 14625 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 14 contains 3651 members 
Mstep: Class 15 contains 10133 members 
Mstep: Class 16 contains 13065 members 
Mstep: Class 17 contains 9310 members 
Mstep: Class 18 contains 991 members 
Mstep: Class 20 contains 6879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550886.000000 Penalty: 33598.609375
Iteration 28Q: 18 clusters Score -1.055089e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 9448 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 17700 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 17058 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 9207 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 20 contains 6852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551138.000000 Penalty: 33598.609375
Iteration 29Q: 18 clusters Score -1.055114e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 6464 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 17719 members 
Mstep: Class 8 contains 14539 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 17054 members 
Mstep: Class 11 contains 8155 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 10072 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 20 contains 6821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551298.000000 Penalty: 33598.609375
Iteration 30Q: 18 clusters Score -1.05513e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 3551 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 5 contains 3923 members 
Mstep: Class 6 contains 3652 members 
Mstep: Class 7 contains 17729 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 17050 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 9044 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 20 contains 6784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551425.000000 Penalty: 33598.609375
Iteration 31Q: 18 clusters Score -1.055142e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 9256 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 17725 members 
Mstep: Class 8 contains 14483 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 17046 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 15 contains 10018 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 20 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551529.000000 Penalty: 33598.609375
Iteration 32Q: 18 clusters Score -1.055153e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 9196 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 17723 members 
Mstep: Class 8 contains 14438 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 17044 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551725.000000 Penalty: 33598.609375
Iteration 33Q: 18 clusters Score -1.055172e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 9117 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 17724 members 
Mstep: Class 8 contains 14415 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 17038 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 9981 members 
Mstep: Class 16 contains 13055 members 
Mstep: Class 17 contains 8854 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551851.000000 Penalty: 33598.609375
Iteration 34Q: 18 clusters Score -1.055185e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 17042 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 13052 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551955.000000 Penalty: 33598.609375
Iteration 35Q: 18 clusters Score -1.055196e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 6809 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 17720 members 
Mstep: Class 8 contains 14345 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 17041 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 8699 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 20 contains 6660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552122.000000 Penalty: 33598.609375
Iteration 36Q: 18 clusters Score -1.055212e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 6838 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 17719 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 17040 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 8607 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 20 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552301.000000 Penalty: 33598.609375
Iteration 37Q: 18 clusters Score -1.05523e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 2129 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 8868 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 17724 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 17039 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 20 contains 6630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552458.000000 Penalty: 33598.609375
Iteration 38Q: 18 clusters Score -1.055246e+07 nChanged 521
Entering ConstructFrom: 
Score: -10552458.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (59570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Entering Unmasked Estep 
Score: -3475983.000000 Penalty: 1786.672485
	Iteration 0F: 2 clusters Score -3475983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3436174.750000 Penalty: 3573.344971
	Iteration 0F: 3 clusters Score -3436175 nChanged 28188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3451760.000000 Penalty: 3573.344971
	Iteration 1F: 3 clusters Score -3451760 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3452181.750000 Penalty: 3573.344971
	Iteration 2Q: 3 clusters Score -3452182 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3452642.750000 Penalty: 3573.344971
	Iteration 3Q: 3 clusters Score -3452643 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3453203.250000 Penalty: 3573.344971
	Iteration 4Q: 3 clusters Score -3453203 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3453961.000000 Penalty: 3573.344971
	Iteration 5Q: 3 clusters Score -3453961 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3455055.750000 Penalty: 3573.344971
	Iteration 6Q: 3 clusters Score -3455056 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3456876.000000 Penalty: 3573.344971
	Iteration 7F: 3 clusters Score -3456876 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3459660.750000 Penalty: 3573.344971
	Iteration 8F: 3 clusters Score -3459661 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3463498.000000 Penalty: 3573.344971
	Iteration 9F: 3 clusters Score -3463498 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3467675.750000 Penalty: 3573.344971
	Iteration 10F: 3 clusters Score -3467676 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3471052.750000 Penalty: 3573.344971
	Iteration 11F: 3 clusters Score -3471053 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3472982.750000 Penalty: 3573.344971
	Iteration 12Q: 3 clusters Score -3472983 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3473832.250000 Penalty: 3573.344971
	Iteration 13Q: 3 clusters Score -3473832 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3474147.000000 Penalty: 3573.344971
	Iteration 14Q: 3 clusters Score -3474147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3474274.250000 Penalty: 3573.344971
	Iteration 15Q: 3 clusters Score -3474274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3474333.250000 Penalty: 3573.344971
	Iteration 16Q: 3 clusters Score -3474333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3474377.250000 Penalty: 3573.344971
	Iteration 17Q: 3 clusters Score -3474377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3474386.750000 Penalty: 3573.344971
	Iteration 18Q: 3 clusters Score -3474387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3474393.000000 Penalty: 3573.344971
	Iteration 19Q: 3 clusters Score -3474393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3474402.500000 Penalty: 3573.344971
	Iteration 20F: 3 clusters Score -3474402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3474409.500000 Penalty: 3573.344971
	Iteration 21Q: 3 clusters Score -3474410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3474414.250000 Penalty: 3573.344971
	Iteration 22Q: 3 clusters Score -3474414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3474416.250000 Penalty: 3573.344971
	Iteration 23Q: 3 clusters Score -3474416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3474416.250000 Penalty: 3573.344971
	Iteration 24F: 3 clusters Score -3474416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -116595.109375 Penalty: 1235.227905
	Iteration 0F: 2 clusters Score -116595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114509.375000 Penalty: 2470.455811
	Iteration 0F: 3 clusters Score -114509.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -114917.382812 Penalty: 2470.455811
	Iteration 1F: 3 clusters Score -114917.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -115003.960938 Penalty: 2470.455811
	Iteration 2F: 3 clusters Score -115004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -115057.867188 Penalty: 2470.455811
	Iteration 3Q: 3 clusters Score -115057.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115095.546875 Penalty: 2470.455811
	Iteration 4Q: 3 clusters Score -115095.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -115128.195312 Penalty: 2470.455811
	Iteration 5Q: 3 clusters Score -115128.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -115150.476562 Penalty: 2470.455811
	Iteration 6Q: 3 clusters Score -115150.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -115165.132812 Penalty: 2470.455811
	Iteration 7Q: 3 clusters Score -115165.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -115176.593750 Penalty: 2470.455811
	Iteration 8Q: 3 clusters Score -115176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -115182.750000 Penalty: 2470.455811
	Iteration 9Q: 3 clusters Score -115182.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -115186.148438 Penalty: 2470.455811
	Iteration 10Q: 3 clusters Score -115186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115188.851562 Penalty: 2470.455811
	Iteration 11Q: 3 clusters Score -115188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -115191.109375 Penalty: 2470.455811
	Iteration 12Q: 3 clusters Score -115191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115191.671875 Penalty: 2470.455811
	Iteration 13Q: 3 clusters Score -115191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -115193.101562 Penalty: 2470.455811
	Iteration 14Q: 3 clusters Score -115193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -115193.523438 Penalty: 2470.455811
	Iteration 15Q: 3 clusters Score -115193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -115194.890625 Penalty: 2470.455811
	Iteration 16Q: 3 clusters Score -115194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -115196.070312 Penalty: 2470.455811
	Iteration 17Q: 3 clusters Score -115196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -115196.773438 Penalty: 2470.455811
	Iteration 18Q: 3 clusters Score -115196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -115197.593750 Penalty: 2470.455811
	Iteration 19Q: 3 clusters Score -115197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -115199.359375 Penalty: 2470.455811
	Iteration 20F: 3 clusters Score -115199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -115201.898438 Penalty: 2470.455811
	Iteration 21Q: 3 clusters Score -115201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -115202.890625 Penalty: 2470.455811
	Iteration 22Q: 3 clusters Score -115202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -115202.890625 Penalty: 2470.455811
	Iteration 23F: 3 clusters Score -115202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Entering Unmasked Estep 
Score: -388645.875000 Penalty: 1436.570679
	Iteration 0F: 2 clusters Score -388645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -383412.093750 Penalty: 2873.141357
	Iteration 0F: 3 clusters Score -383412.1 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -385025.125000 Penalty: 2873.141357
	Iteration 1F: 3 clusters Score -385025.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -385223.562500 Penalty: 2873.141357
	Iteration 2F: 3 clusters Score -385223.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -385352.906250 Penalty: 2873.141357
	Iteration 3Q: 3 clusters Score -385352.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -385443.750000 Penalty: 2873.141357
	Iteration 4Q: 3 clusters Score -385443.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -385516.031250 Penalty: 2873.141357
	Iteration 5Q: 3 clusters Score -385516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -385585.656250 Penalty: 2873.141357
	Iteration 6Q: 3 clusters Score -385585.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -385639.906250 Penalty: 2873.141357
	Iteration 7Q: 3 clusters Score -385639.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -385697.312500 Penalty: 2873.141357
	Iteration 8Q: 3 clusters Score -385697.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -385774.718750 Penalty: 2873.141357
	Iteration 9Q: 3 clusters Score -385774.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -385866.781250 Penalty: 2873.141357
	Iteration 10Q: 3 clusters Score -385866.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -385972.781250 Penalty: 2873.141357
	Iteration 11Q: 3 clusters Score -385972.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -386102.906250 Penalty: 2873.141357
	Iteration 12Q: 3 clusters Score -386102.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -386264.718750 Penalty: 2873.141357
	Iteration 13Q: 3 clusters Score -386264.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -386455.531250 Penalty: 2873.141357
	Iteration 14Q: 3 clusters Score -386455.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -386683.468750 Penalty: 2873.141357
	Iteration 15Q: 3 clusters Score -386683.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -386894.562500 Penalty: 2873.141357
	Iteration 16Q: 3 clusters Score -386894.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -387042.312500 Penalty: 2873.141357
	Iteration 17Q: 3 clusters Score -387042.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -387141.406250 Penalty: 2873.141357
	Iteration 18Q: 3 clusters Score -387141.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -387198.781250 Penalty: 2873.141357
	Iteration 19Q: 3 clusters Score -387198.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -387242.343750 Penalty: 2873.141357
	Iteration 20F: 3 clusters Score -387242.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -387278.250000 Penalty: 2873.141357
	Iteration 21Q: 3 clusters Score -387278.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -387304.125000 Penalty: 2873.141357
	Iteration 22Q: 3 clusters Score -387304.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -387331.687500 Penalty: 2873.141357
	Iteration 23Q: 3 clusters Score -387331.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -387344.781250 Penalty: 2873.141357
	Iteration 24Q: 3 clusters Score -387344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -387361.375000 Penalty: 2873.141357
	Iteration 25Q: 3 clusters Score -387361.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -387376.031250 Penalty: 2873.141357
	Iteration 26Q: 3 clusters Score -387376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -387384.781250 Penalty: 2873.141357
	Iteration 27Q: 3 clusters Score -387384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -387387.187500 Penalty: 2873.141357
	Iteration 28Q: 3 clusters Score -387387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -387390.000000 Penalty: 2873.141357
	Iteration 29Q: 3 clusters Score -387390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -387392.187500 Penalty: 2873.141357
	Iteration 30Q: 3 clusters Score -387392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -387393.125000 Penalty: 2873.141357
	Iteration 31Q: 3 clusters Score -387393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -387394.562500 Penalty: 2873.141357
	Iteration 32Q: 3 clusters Score -387394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -387397.531250 Penalty: 2873.141357
	Iteration 33Q: 3 clusters Score -387397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -387401.500000 Penalty: 2873.141357
	Iteration 34Q: 3 clusters Score -387401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -387404.250000 Penalty: 2873.141357
	Iteration 35Q: 3 clusters Score -387404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -387407.968750 Penalty: 2873.141357
	Iteration 36Q: 3 clusters Score -387408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -387407.500000 Penalty: 2873.141357
	Iteration 37Q: 3 clusters Score -387407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -387407.500000 Penalty: 2873.141357
	Iteration 38F: 3 clusters Score -387407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -475988.812500 Penalty: 1476.128906
	Iteration 0F: 2 clusters Score -475988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -469661.312500 Penalty: 2952.257812
	Iteration 0F: 3 clusters Score -469661.3 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -471782.375000 Penalty: 2952.257812
	Iteration 1F: 3 clusters Score -471782.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -472049.062500 Penalty: 2952.257812
	Iteration 2F: 3 clusters Score -472049.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -472209.718750 Penalty: 2952.257812
	Iteration 3Q: 3 clusters Score -472209.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -472334.906250 Penalty: 2952.257812
	Iteration 4Q: 3 clusters Score -472334.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -472453.218750 Penalty: 2952.257812
	Iteration 5Q: 3 clusters Score -472453.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -472575.468750 Penalty: 2952.257812
	Iteration 6Q: 3 clusters Score -472575.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -472690.031250 Penalty: 2952.257812
	Iteration 7Q: 3 clusters Score -472690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -472800.812500 Penalty: 2952.257812
	Iteration 8Q: 3 clusters Score -472800.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -472947.656250 Penalty: 2952.257812
	Iteration 9Q: 3 clusters Score -472947.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -473120.781250 Penalty: 2952.257812
	Iteration 10Q: 3 clusters Score -473120.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -473319.187500 Penalty: 2952.257812
	Iteration 11Q: 3 clusters Score -473319.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -473541.875000 Penalty: 2952.257812
	Iteration 12Q: 3 clusters Score -473541.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -473770.375000 Penalty: 2952.257812
	Iteration 13Q: 3 clusters Score -473770.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -473992.687500 Penalty: 2952.257812
	Iteration 14Q: 3 clusters Score -473992.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -474185.218750 Penalty: 2952.257812
	Iteration 15Q: 3 clusters Score -474185.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -474327.968750 Penalty: 2952.257812
	Iteration 16Q: 3 clusters Score -474328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -474447.625000 Penalty: 2952.257812
	Iteration 17Q: 3 clusters Score -474447.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -474529.312500 Penalty: 2952.257812
	Iteration 18Q: 3 clusters Score -474529.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -474580.125000 Penalty: 2952.257812
	Iteration 19Q: 3 clusters Score -474580.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -474620.906250 Penalty: 2952.257812
	Iteration 20F: 3 clusters Score -474620.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -474657.312500 Penalty: 2952.257812
	Iteration 21Q: 3 clusters Score -474657.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -474688.968750 Penalty: 2952.257812
	Iteration 22Q: 3 clusters Score -474689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -474716.187500 Penalty: 2952.257812
	Iteration 23Q: 3 clusters Score -474716.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -474738.062500 Penalty: 2952.257812
	Iteration 24Q: 3 clusters Score -474738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -474757.093750 Penalty: 2952.257812
	Iteration 25Q: 3 clusters Score -474757.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -474779.750000 Penalty: 2952.257812
	Iteration 26Q: 3 clusters Score -474779.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -474795.125000 Penalty: 2952.257812
	Iteration 27Q: 3 clusters Score -474795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -474809.687500 Penalty: 2952.257812
	Iteration 28Q: 3 clusters Score -474809.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -474820.843750 Penalty: 2952.257812
	Iteration 29Q: 3 clusters Score -474820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -474829.937500 Penalty: 2952.257812
	Iteration 30Q: 3 clusters Score -474829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -474837.531250 Penalty: 2952.257812
	Iteration 31Q: 3 clusters Score -474837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -474840.812500 Penalty: 2952.257812
	Iteration 32Q: 3 clusters Score -474840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -474844.562500 Penalty: 2952.257812
	Iteration 33Q: 3 clusters Score -474844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -474844.343750 Penalty: 2952.257812
	Iteration 34Q: 3 clusters Score -474844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -474844.343750 Penalty: 2952.257812
	Iteration 35F: 3 clusters Score -474844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -190209.281250 Penalty: 1341.445435
	Iteration 0F: 2 clusters Score -190209.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -186961.125000 Penalty: 2682.890869
	Iteration 0F: 3 clusters Score -186961.1 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -187856.093750 Penalty: 2682.890869
	Iteration 1F: 3 clusters Score -187856.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -188057.359375 Penalty: 2682.890869
	Iteration 2F: 3 clusters Score -188057.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -188224.656250 Penalty: 2682.890869
	Iteration 3F: 3 clusters Score -188224.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -188364.671875 Penalty: 2682.890869
	Iteration 4Q: 3 clusters Score -188364.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -188505.265625 Penalty: 2682.890869
	Iteration 5Q: 3 clusters Score -188505.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -188641.421875 Penalty: 2682.890869
	Iteration 6Q: 3 clusters Score -188641.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -188775.421875 Penalty: 2682.890869
	Iteration 7Q: 3 clusters Score -188775.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -188877.375000 Penalty: 2682.890869
	Iteration 8Q: 3 clusters Score -188877.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -188963.062500 Penalty: 2682.890869
	Iteration 9Q: 3 clusters Score -188963.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -189048.953125 Penalty: 2682.890869
	Iteration 10Q: 3 clusters Score -189049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -189113.031250 Penalty: 2682.890869
	Iteration 11Q: 3 clusters Score -189113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -189163.906250 Penalty: 2682.890869
	Iteration 12Q: 3 clusters Score -189163.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -189205.328125 Penalty: 2682.890869
	Iteration 13Q: 3 clusters Score -189205.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -189237.093750 Penalty: 2682.890869
	Iteration 14Q: 3 clusters Score -189237.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -189263.328125 Penalty: 2682.890869
	Iteration 15Q: 3 clusters Score -189263.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -189281.609375 Penalty: 2682.890869
	Iteration 16Q: 3 clusters Score -189281.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -189297.234375 Penalty: 2682.890869
	Iteration 17Q: 3 clusters Score -189297.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -189311.500000 Penalty: 2682.890869
	Iteration 18Q: 3 clusters Score -189311.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -189322.531250 Penalty: 2682.890869
	Iteration 19Q: 3 clusters Score -189322.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -189334.906250 Penalty: 2682.890869
	Iteration 20F: 3 clusters Score -189334.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -189345.500000 Penalty: 2682.890869
	Iteration 21Q: 3 clusters Score -189345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -189351.187500 Penalty: 2682.890869
	Iteration 22Q: 3 clusters Score -189351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -189356.750000 Penalty: 2682.890869
	Iteration 23Q: 3 clusters Score -189356.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -189363.250000 Penalty: 2682.890869
	Iteration 24Q: 3 clusters Score -189363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -189366.656250 Penalty: 2682.890869
	Iteration 25Q: 3 clusters Score -189366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -189368.109375 Penalty: 2682.890869
	Iteration 26Q: 3 clusters Score -189368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -189369.484375 Penalty: 2682.890869
	Iteration 27Q: 3 clusters Score -189369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -189370.000000 Penalty: 2682.890869
	Iteration 28Q: 3 clusters Score -189370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -189370.421875 Penalty: 2682.890869
	Iteration 29Q: 3 clusters Score -189370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -189370.421875 Penalty: 2682.890869
	Iteration 30F: 3 clusters Score -189370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -192133.421875 Penalty: 1337.468872
	Iteration 0F: 2 clusters Score -192133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -188952.703125 Penalty: 2674.937744
	Iteration 0F: 3 clusters Score -188952.7 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -189998.375000 Penalty: 2674.937744
	Iteration 1F: 3 clusters Score -189998.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -190503.703125 Penalty: 2674.937744
	Iteration 2F: 3 clusters Score -190503.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -190957.625000 Penalty: 2674.937744
	Iteration 3F: 3 clusters Score -190957.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -191223.875000 Penalty: 2674.937744
	Iteration 4F: 3 clusters Score -191223.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -191356.453125 Penalty: 2674.937744
	Iteration 5Q: 3 clusters Score -191356.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -191424.781250 Penalty: 2674.937744
	Iteration 6Q: 3 clusters Score -191424.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -191474.312500 Penalty: 2674.937744
	Iteration 7Q: 3 clusters Score -191474.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -191520.250000 Penalty: 2674.937744
	Iteration 8Q: 3 clusters Score -191520.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -191559.781250 Penalty: 2674.937744
	Iteration 9Q: 3 clusters Score -191559.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -191599.468750 Penalty: 2674.937744
	Iteration 10Q: 3 clusters Score -191599.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -191640.625000 Penalty: 2674.937744
	Iteration 11Q: 3 clusters Score -191640.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -191691.453125 Penalty: 2674.937744
	Iteration 12Q: 3 clusters Score -191691.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -191749.296875 Penalty: 2674.937744
	Iteration 13Q: 3 clusters Score -191749.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -191797.281250 Penalty: 2674.937744
	Iteration 14Q: 3 clusters Score -191797.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -191830.687500 Penalty: 2674.937744
	Iteration 15Q: 3 clusters Score -191830.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -191847.687500 Penalty: 2674.937744
	Iteration 16Q: 3 clusters Score -191847.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -191858.562500 Penalty: 2674.937744
	Iteration 17Q: 3 clusters Score -191858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -191869.093750 Penalty: 2674.937744
	Iteration 18Q: 3 clusters Score -191869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -191877.265625 Penalty: 2674.937744
	Iteration 19Q: 3 clusters Score -191877.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -191879.843750 Penalty: 2674.937744
	Iteration 20F: 3 clusters Score -191879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -191883.562500 Penalty: 2674.937744
	Iteration 21Q: 3 clusters Score -191883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -191886.031250 Penalty: 2674.937744
	Iteration 22Q: 3 clusters Score -191886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -191889.765625 Penalty: 2674.937744
	Iteration 23Q: 3 clusters Score -191889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -191891.375000 Penalty: 2674.937744
	Iteration 24Q: 3 clusters Score -191891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -191892.656250 Penalty: 2674.937744
	Iteration 25Q: 3 clusters Score -191892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -191892.890625 Penalty: 2674.937744
	Iteration 26Q: 3 clusters Score -191892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -191893.718750 Penalty: 2674.937744
	Iteration 27Q: 3 clusters Score -191893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -191895.093750 Penalty: 2674.937744
	Iteration 28Q: 3 clusters Score -191895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -191895.296875 Penalty: 2674.937744
	Iteration 29Q: 3 clusters Score -191895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -191895.296875 Penalty: 2674.937744
	Iteration 30F: 3 clusters Score -191895.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Entering Unmasked Estep 
Score: -1048206.375000 Penalty: 1589.748779
	Iteration 0F: 2 clusters Score -1048206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1036005.562500 Penalty: 3179.497559
	Iteration 0F: 3 clusters Score -1036006 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1040333.500000 Penalty: 3179.497559
	Iteration 1F: 3 clusters Score -1040334 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1040765.812500 Penalty: 3179.497559
	Iteration 2F: 3 clusters Score -1040766 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1041193.625000 Penalty: 3179.497559
	Iteration 3F: 3 clusters Score -1041194 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1041648.562500 Penalty: 3179.497559
	Iteration 4F: 3 clusters Score -1041649 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1042169.187500 Penalty: 3179.497559
	Iteration 5F: 3 clusters Score -1042169 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1042788.187500 Penalty: 3179.497559
	Iteration 6F: 3 clusters Score -1042788 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1043424.437500 Penalty: 3179.497559
	Iteration 7F: 3 clusters Score -1043424 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1043898.687500 Penalty: 3179.497559
	Iteration 8F: 3 clusters Score -1043899 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1044253.125000 Penalty: 3179.497559
	Iteration 9Q: 3 clusters Score -1044253 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1044464.750000 Penalty: 3179.497559
	Iteration 10Q: 3 clusters Score -1044465 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1044600.500000 Penalty: 3179.497559
	Iteration 11Q: 3 clusters Score -1044600 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1044694.250000 Penalty: 3179.497559
	Iteration 12Q: 3 clusters Score -1044694 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1044766.687500 Penalty: 3179.497559
	Iteration 13Q: 3 clusters Score -1044767 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1044831.937500 Penalty: 3179.497559
	Iteration 14Q: 3 clusters Score -1044832 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1044878.875000 Penalty: 3179.497559
	Iteration 15Q: 3 clusters Score -1044879 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1044929.500000 Penalty: 3179.497559
	Iteration 16Q: 3 clusters Score -1044930 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1044976.500000 Penalty: 3179.497559
	Iteration 17Q: 3 clusters Score -1044976 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1045025.125000 Penalty: 3179.497559
	Iteration 18Q: 3 clusters Score -1045025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1045074.250000 Penalty: 3179.497559
	Iteration 19Q: 3 clusters Score -1045074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1045121.812500 Penalty: 3179.497559
	Iteration 20F: 3 clusters Score -1045122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1045161.125000 Penalty: 3179.497559
	Iteration 21Q: 3 clusters Score -1045161 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1045199.250000 Penalty: 3179.497559
	Iteration 22Q: 3 clusters Score -1045199 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1045242.750000 Penalty: 3179.497559
	Iteration 23Q: 3 clusters Score -1045243 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1045289.562500 Penalty: 3179.497559
	Iteration 24Q: 3 clusters Score -1045290 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1045331.312500 Penalty: 3179.497559
	Iteration 25Q: 3 clusters Score -1045331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1045374.437500 Penalty: 3179.497559
	Iteration 26Q: 3 clusters Score -1045374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1045414.625000 Penalty: 3179.497559
	Iteration 27Q: 3 clusters Score -1045415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1045456.312500 Penalty: 3179.497559
	Iteration 28Q: 3 clusters Score -1045456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1045501.375000 Penalty: 3179.497559
	Iteration 29Q: 3 clusters Score -1045501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1045541.187500 Penalty: 3179.497559
	Iteration 30Q: 3 clusters Score -1045541 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1045576.812500 Penalty: 3179.497559
	Iteration 31Q: 3 clusters Score -1045577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1045610.187500 Penalty: 3179.497559
	Iteration 32Q: 3 clusters Score -1045610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1045635.687500 Penalty: 3179.497559
	Iteration 33Q: 3 clusters Score -1045636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1045662.312500 Penalty: 3179.497559
	Iteration 34Q: 3 clusters Score -1045662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1045694.625000 Penalty: 3179.497559
	Iteration 35Q: 3 clusters Score -1045695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1045723.750000 Penalty: 3179.497559
	Iteration 36Q: 3 clusters Score -1045724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1045748.937500 Penalty: 3179.497559
	Iteration 37Q: 3 clusters Score -1045749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1045767.625000 Penalty: 3179.497559
	Iteration 38Q: 3 clusters Score -1045768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1045799.750000 Penalty: 3179.497559
	Iteration 39Q: 3 clusters Score -1045800 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1045833.687500 Penalty: 3179.497559
	Iteration 40F: 3 clusters Score -1045834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1045873.250000 Penalty: 3179.497559
	Iteration 41Q: 3 clusters Score -1045873 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1045908.812500 Penalty: 3179.497559
	Iteration 42Q: 3 clusters Score -1045909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1045939.812500 Penalty: 3179.497559
	Iteration 43Q: 3 clusters Score -1045940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1045969.125000 Penalty: 3179.497559
	Iteration 44Q: 3 clusters Score -1045969 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1046007.062500 Penalty: 3179.497559
	Iteration 45Q: 3 clusters Score -1046007 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1046041.062500 Penalty: 3179.497559
	Iteration 46Q: 3 clusters Score -1046041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1046072.937500 Penalty: 3179.497559
	Iteration 47Q: 3 clusters Score -1046073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1046105.750000 Penalty: 3179.497559
	Iteration 48Q: 3 clusters Score -1046106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1046131.187500 Penalty: 3179.497559
	Iteration 49Q: 3 clusters Score -1046131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1046157.000000 Penalty: 3179.497559
	Iteration 50Q: 3 clusters Score -1046157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1046176.875000 Penalty: 3179.497559
	Iteration 51Q: 3 clusters Score -1046177 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1046201.000000 Penalty: 3179.497559
	Iteration 52Q: 3 clusters Score -1046201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1046224.750000 Penalty: 3179.497559
	Iteration 53Q: 3 clusters Score -1046225 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1046254.562500 Penalty: 3179.497559
	Iteration 54Q: 3 clusters Score -1046255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1046275.500000 Penalty: 3179.497559
	Iteration 55Q: 3 clusters Score -1046276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1046304.250000 Penalty: 3179.497559
	Iteration 56Q: 3 clusters Score -1046304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1046329.937500 Penalty: 3179.497559
	Iteration 57Q: 3 clusters Score -1046330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1046349.250000 Penalty: 3179.497559
	Iteration 58Q: 3 clusters Score -1046349 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1046368.312500 Penalty: 3179.497559
	Iteration 59Q: 3 clusters Score -1046368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1046384.687500 Penalty: 3179.497559
	Iteration 60F: 3 clusters Score -1046385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1046396.187500 Penalty: 3179.497559
	Iteration 61Q: 3 clusters Score -1046396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1046412.875000 Penalty: 3179.497559
	Iteration 62Q: 3 clusters Score -1046413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1046425.312500 Penalty: 3179.497559
	Iteration 63Q: 3 clusters Score -1046425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1046437.187500 Penalty: 3179.497559
	Iteration 64Q: 3 clusters Score -1046437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1046453.687500 Penalty: 3179.497559
	Iteration 65Q: 3 clusters Score -1046454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1046470.000000 Penalty: 3179.497559
	Iteration 66Q: 3 clusters Score -1046470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1046484.437500 Penalty: 3179.497559
	Iteration 67Q: 3 clusters Score -1046484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1046497.937500 Penalty: 3179.497559
	Iteration 68Q: 3 clusters Score -1046498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1046507.312500 Penalty: 3179.497559
	Iteration 69Q: 3 clusters Score -1046507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1046517.375000 Penalty: 3179.497559
	Iteration 70Q: 3 clusters Score -1046517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1046524.312500 Penalty: 3179.497559
	Iteration 71Q: 3 clusters Score -1046524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1046527.750000 Penalty: 3179.497559
	Iteration 72Q: 3 clusters Score -1046528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1046537.187500 Penalty: 3179.497559
	Iteration 73Q: 3 clusters Score -1046537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1046544.375000 Penalty: 3179.497559
	Iteration 74Q: 3 clusters Score -1046544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1046552.750000 Penalty: 3179.497559
	Iteration 75Q: 3 clusters Score -1046553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1046553.437500 Penalty: 3179.497559
	Iteration 76Q: 3 clusters Score -1046553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1046557.125000 Penalty: 3179.497559
	Iteration 77Q: 3 clusters Score -1046557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1046559.812500 Penalty: 3179.497559
	Iteration 78Q: 3 clusters Score -1046560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1046565.312500 Penalty: 3179.497559
	Iteration 79Q: 3 clusters Score -1046565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1046571.312500 Penalty: 3179.497559
	Iteration 80F: 3 clusters Score -1046571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1046575.000000 Penalty: 3179.497559
	Iteration 81Q: 3 clusters Score -1046575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1046582.750000 Penalty: 3179.497559
	Iteration 82Q: 3 clusters Score -1046583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1046584.312500 Penalty: 3179.497559
	Iteration 83Q: 3 clusters Score -1046584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1046589.750000 Penalty: 3179.497559
	Iteration 84Q: 3 clusters Score -1046590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1046598.250000 Penalty: 3179.497559
	Iteration 85Q: 3 clusters Score -1046598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1046607.000000 Penalty: 3179.497559
	Iteration 86Q: 3 clusters Score -1046607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1046613.187500 Penalty: 3179.497559
	Iteration 87Q: 3 clusters Score -1046613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1046616.937500 Penalty: 3179.497559
	Iteration 88Q: 3 clusters Score -1046617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1046622.687500 Penalty: 3179.497559
	Iteration 89Q: 3 clusters Score -1046623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1046624.750000 Penalty: 3179.497559
	Iteration 90Q: 3 clusters Score -1046625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1046626.500000 Penalty: 3179.497559
	Iteration 91Q: 3 clusters Score -1046626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1046629.500000 Penalty: 3179.497559
	Iteration 92Q: 3 clusters Score -1046630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1046632.125000 Penalty: 3179.497559
	Iteration 93Q: 3 clusters Score -1046632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1046638.750000 Penalty: 3179.497559
	Iteration 94Q: 3 clusters Score -1046639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1046645.062500 Penalty: 3179.497559
	Iteration 95Q: 3 clusters Score -1046645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1046648.062500 Penalty: 3179.497559
	Iteration 96Q: 3 clusters Score -1046648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1046652.875000 Penalty: 3179.497559
	Iteration 97Q: 3 clusters Score -1046653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1046657.125000 Penalty: 3179.497559
	Iteration 98Q: 3 clusters Score -1046657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1046659.250000 Penalty: 3179.497559
	Iteration 99Q: 3 clusters Score -1046659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1046663.562500 Penalty: 3179.497559
	Iteration 100F: 3 clusters Score -1046664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1046663.750000 Penalty: 3179.497559
	Iteration 101Q: 3 clusters Score -1046664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1046670.812500 Penalty: 3179.497559
	Iteration 102Q: 3 clusters Score -1046671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1046675.437500 Penalty: 3179.497559
	Iteration 103Q: 3 clusters Score -1046675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1046677.125000 Penalty: 3179.497559
	Iteration 104Q: 3 clusters Score -1046677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1046676.937500 Penalty: 3179.497559
	Iteration 105Q: 3 clusters Score -1046677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1046680.562500 Penalty: 3179.497559
	Iteration 106Q: 3 clusters Score -1046681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1046683.312500 Penalty: 3179.497559
	Iteration 107Q: 3 clusters Score -1046683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1046685.750000 Penalty: 3179.497559
	Iteration 108Q: 3 clusters Score -1046686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1046687.250000 Penalty: 3179.497559
	Iteration 109Q: 3 clusters Score -1046687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1046689.125000 Penalty: 3179.497559
	Iteration 110Q: 3 clusters Score -1046689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1046689.750000 Penalty: 3179.497559
	Iteration 111Q: 3 clusters Score -1046690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1046691.750000 Penalty: 3179.497559
	Iteration 112Q: 3 clusters Score -1046692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1046693.062500 Penalty: 3179.497559
	Iteration 113Q: 3 clusters Score -1046693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1046693.250000 Penalty: 3179.497559
	Iteration 114Q: 3 clusters Score -1046693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1046694.312500 Penalty: 3179.497559
	Iteration 115Q: 3 clusters Score -1046694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1046693.625000 Penalty: 3179.497559
	Iteration 116Q: 3 clusters Score -1046694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1046693.625000 Penalty: 3179.497559
	Iteration 117F: 3 clusters Score -1046694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Entering Unmasked Estep 
Score: -805377.750000 Penalty: 1554.198975
	Iteration 0F: 2 clusters Score -805377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -795522.437500 Penalty: 3108.397949
	Iteration 0F: 3 clusters Score -795522.4 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -799182.562500 Penalty: 3108.397949
	Iteration 1F: 3 clusters Score -799182.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -799656.187500 Penalty: 3108.397949
	Iteration 2F: 3 clusters Score -799656.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -800139.625000 Penalty: 3108.397949
	Iteration 3F: 3 clusters Score -800139.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -800667.312500 Penalty: 3108.397949
	Iteration 4F: 3 clusters Score -800667.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -801281.000000 Penalty: 3108.397949
	Iteration 5F: 3 clusters Score -801281 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -801895.437500 Penalty: 3108.397949
	Iteration 6F: 3 clusters Score -801895.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -802384.062500 Penalty: 3108.397949
	Iteration 7F: 3 clusters Score -802384.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -802812.375000 Penalty: 3108.397949
	Iteration 8Q: 3 clusters Score -802812.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -803129.875000 Penalty: 3108.397949
	Iteration 9Q: 3 clusters Score -803129.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -803377.687500 Penalty: 3108.397949
	Iteration 10Q: 3 clusters Score -803377.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -803558.375000 Penalty: 3108.397949
	Iteration 11Q: 3 clusters Score -803558.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -803705.187500 Penalty: 3108.397949
	Iteration 12Q: 3 clusters Score -803705.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -803803.125000 Penalty: 3108.397949
	Iteration 13Q: 3 clusters Score -803803.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -803888.312500 Penalty: 3108.397949
	Iteration 14Q: 3 clusters Score -803888.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -803969.000000 Penalty: 3108.397949
	Iteration 15Q: 3 clusters Score -803969 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -804026.250000 Penalty: 3108.397949
	Iteration 16Q: 3 clusters Score -804026.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -804072.562500 Penalty: 3108.397949
	Iteration 17Q: 3 clusters Score -804072.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -804114.750000 Penalty: 3108.397949
	Iteration 18Q: 3 clusters Score -804114.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -804161.437500 Penalty: 3108.397949
	Iteration 19Q: 3 clusters Score -804161.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -804207.625000 Penalty: 3108.397949
	Iteration 20F: 3 clusters Score -804207.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -804244.875000 Penalty: 3108.397949
	Iteration 21Q: 3 clusters Score -804244.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -804281.687500 Penalty: 3108.397949
	Iteration 22Q: 3 clusters Score -804281.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -804313.187500 Penalty: 3108.397949
	Iteration 23Q: 3 clusters Score -804313.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -804344.562500 Penalty: 3108.397949
	Iteration 24Q: 3 clusters Score -804344.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -804365.812500 Penalty: 3108.397949
	Iteration 25Q: 3 clusters Score -804365.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -804381.375000 Penalty: 3108.397949
	Iteration 26Q: 3 clusters Score -804381.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -804392.687500 Penalty: 3108.397949
	Iteration 27Q: 3 clusters Score -804392.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -804407.437500 Penalty: 3108.397949
	Iteration 28Q: 3 clusters Score -804407.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -804423.250000 Penalty: 3108.397949
	Iteration 29Q: 3 clusters Score -804423.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -804437.937500 Penalty: 3108.397949
	Iteration 30Q: 3 clusters Score -804437.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -804447.375000 Penalty: 3108.397949
	Iteration 31Q: 3 clusters Score -804447.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -804460.625000 Penalty: 3108.397949
	Iteration 32Q: 3 clusters Score -804460.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -804468.625000 Penalty: 3108.397949
	Iteration 33Q: 3 clusters Score -804468.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -804476.562500 Penalty: 3108.397949
	Iteration 34Q: 3 clusters Score -804476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -804482.812500 Penalty: 3108.397949
	Iteration 35Q: 3 clusters Score -804482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -804486.250000 Penalty: 3108.397949
	Iteration 36Q: 3 clusters Score -804486.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -804494.937500 Penalty: 3108.397949
	Iteration 37Q: 3 clusters Score -804494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -804499.250000 Penalty: 3108.397949
	Iteration 38Q: 3 clusters Score -804499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -804503.687500 Penalty: 3108.397949
	Iteration 39Q: 3 clusters Score -804503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -804505.750000 Penalty: 3108.397949
	Iteration 40F: 3 clusters Score -804505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -804508.750000 Penalty: 3108.397949
	Iteration 41Q: 3 clusters Score -804508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -804511.875000 Penalty: 3108.397949
	Iteration 42Q: 3 clusters Score -804511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -804514.000000 Penalty: 3108.397949
	Iteration 43Q: 3 clusters Score -804514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -804516.500000 Penalty: 3108.397949
	Iteration 44Q: 3 clusters Score -804516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -804518.062500 Penalty: 3108.397949
	Iteration 45Q: 3 clusters Score -804518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -804520.625000 Penalty: 3108.397949
	Iteration 46Q: 3 clusters Score -804520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -804521.375000 Penalty: 3108.397949
	Iteration 47Q: 3 clusters Score -804521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -804522.062500 Penalty: 3108.397949
	Iteration 48Q: 3 clusters Score -804522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -804522.687500 Penalty: 3108.397949
	Iteration 49Q: 3 clusters Score -804522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -804522.437500 Penalty: 3108.397949
	Iteration 50Q: 3 clusters Score -804522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -804523.125000 Penalty: 3108.397949
	Iteration 51Q: 3 clusters Score -804523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -804523.125000 Penalty: 3108.397949
	Iteration 52F: 3 clusters Score -804523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -405404.875000 Penalty: 1438.488281
	Iteration 0F: 2 clusters Score -405404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -400180.031250 Penalty: 2876.976562
	Iteration 0F: 3 clusters Score -400180 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -401919.750000 Penalty: 2876.976562
	Iteration 1F: 3 clusters Score -401919.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -402354.906250 Penalty: 2876.976562
	Iteration 2F: 3 clusters Score -402354.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -402701.875000 Penalty: 2876.976562
	Iteration 3F: 3 clusters Score -402701.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -403006.625000 Penalty: 2876.976562
	Iteration 4F: 3 clusters Score -403006.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -403265.375000 Penalty: 2876.976562
	Iteration 5F: 3 clusters Score -403265.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -403480.250000 Penalty: 2876.976562
	Iteration 6Q: 3 clusters Score -403480.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -403648.750000 Penalty: 2876.976562
	Iteration 7Q: 3 clusters Score -403648.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -403782.437500 Penalty: 2876.976562
	Iteration 8Q: 3 clusters Score -403782.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -403869.531250 Penalty: 2876.976562
	Iteration 9Q: 3 clusters Score -403869.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -403951.375000 Penalty: 2876.976562
	Iteration 10Q: 3 clusters Score -403951.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -404003.875000 Penalty: 2876.976562
	Iteration 11Q: 3 clusters Score -404003.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -404061.625000 Penalty: 2876.976562
	Iteration 12Q: 3 clusters Score -404061.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -404113.312500 Penalty: 2876.976562
	Iteration 13Q: 3 clusters Score -404113.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -404160.562500 Penalty: 2876.976562
	Iteration 14Q: 3 clusters Score -404160.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -404197.875000 Penalty: 2876.976562
	Iteration 15Q: 3 clusters Score -404197.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -404234.687500 Penalty: 2876.976562
	Iteration 16Q: 3 clusters Score -404234.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -404264.062500 Penalty: 2876.976562
	Iteration 17Q: 3 clusters Score -404264.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -404295.812500 Penalty: 2876.976562
	Iteration 18Q: 3 clusters Score -404295.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -404327.843750 Penalty: 2876.976562
	Iteration 19Q: 3 clusters Score -404327.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -404350.312500 Penalty: 2876.976562
	Iteration 20F: 3 clusters Score -404350.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -404372.625000 Penalty: 2876.976562
	Iteration 21Q: 3 clusters Score -404372.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -404393.218750 Penalty: 2876.976562
	Iteration 22Q: 3 clusters Score -404393.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -404408.125000 Penalty: 2876.976562
	Iteration 23Q: 3 clusters Score -404408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -404416.156250 Penalty: 2876.976562
	Iteration 24Q: 3 clusters Score -404416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -404425.625000 Penalty: 2876.976562
	Iteration 25Q: 3 clusters Score -404425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -404435.937500 Penalty: 2876.976562
	Iteration 26Q: 3 clusters Score -404435.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -404445.625000 Penalty: 2876.976562
	Iteration 27Q: 3 clusters Score -404445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -404449.281250 Penalty: 2876.976562
	Iteration 28Q: 3 clusters Score -404449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -404453.187500 Penalty: 2876.976562
	Iteration 29Q: 3 clusters Score -404453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -404452.656250 Penalty: 2876.976562
	Iteration 30Q: 3 clusters Score -404452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -404452.656250 Penalty: 2876.976562
	Iteration 31F: 3 clusters Score -404452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Entering Unmasked Estep 
Score: -993457.687500 Penalty: 1583.298828
	Iteration 0F: 2 clusters Score -993457.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -981856.937500 Penalty: 3166.597656
	Iteration 0F: 3 clusters Score -981856.9 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -986143.000000 Penalty: 3166.597656
	Iteration 1F: 3 clusters Score -986143 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -986638.375000 Penalty: 3166.597656
	Iteration 2F: 3 clusters Score -986638.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -987241.937500 Penalty: 3166.597656
	Iteration 3F: 3 clusters Score -987241.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -988040.375000 Penalty: 3166.597656
	Iteration 4F: 3 clusters Score -988040.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -988975.687500 Penalty: 3166.597656
	Iteration 5F: 3 clusters Score -988975.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -989799.062500 Penalty: 3166.597656
	Iteration 6F: 3 clusters Score -989799.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -990445.562500 Penalty: 3166.597656
	Iteration 7F: 3 clusters Score -990445.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -990959.687500 Penalty: 3166.597656
	Iteration 8Q: 3 clusters Score -990959.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -991467.875000 Penalty: 3166.597656
	Iteration 9Q: 3 clusters Score -991467.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -991847.625000 Penalty: 3166.597656
	Iteration 10Q: 3 clusters Score -991847.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -992092.937500 Penalty: 3166.597656
	Iteration 11Q: 3 clusters Score -992092.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -992247.875000 Penalty: 3166.597656
	Iteration 12Q: 3 clusters Score -992247.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -992355.875000 Penalty: 3166.597656
	Iteration 13Q: 3 clusters Score -992355.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -992464.937500 Penalty: 3166.597656
	Iteration 14Q: 3 clusters Score -992464.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -992579.187500 Penalty: 3166.597656
	Iteration 15Q: 3 clusters Score -992579.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -992665.375000 Penalty: 3166.597656
	Iteration 16Q: 3 clusters Score -992665.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -992734.375000 Penalty: 3166.597656
	Iteration 17Q: 3 clusters Score -992734.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -992792.937500 Penalty: 3166.597656
	Iteration 18Q: 3 clusters Score -992792.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -992828.437500 Penalty: 3166.597656
	Iteration 19Q: 3 clusters Score -992828.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -992857.437500 Penalty: 3166.597656
	Iteration 20F: 3 clusters Score -992857.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -992880.062500 Penalty: 3166.597656
	Iteration 21Q: 3 clusters Score -992880.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -992897.750000 Penalty: 3166.597656
	Iteration 22Q: 3 clusters Score -992897.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -992909.625000 Penalty: 3166.597656
	Iteration 23Q: 3 clusters Score -992909.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -992919.875000 Penalty: 3166.597656
	Iteration 24Q: 3 clusters Score -992919.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -992930.312500 Penalty: 3166.597656
	Iteration 25Q: 3 clusters Score -992930.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -992937.812500 Penalty: 3166.597656
	Iteration 26Q: 3 clusters Score -992937.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -992948.250000 Penalty: 3166.597656
	Iteration 27Q: 3 clusters Score -992948.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -992951.312500 Penalty: 3166.597656
	Iteration 28Q: 3 clusters Score -992951.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -992956.375000 Penalty: 3166.597656
	Iteration 29Q: 3 clusters Score -992956.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -992962.125000 Penalty: 3166.597656
	Iteration 30Q: 3 clusters Score -992962.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -992971.812500 Penalty: 3166.597656
	Iteration 31Q: 3 clusters Score -992971.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -992973.750000 Penalty: 3166.597656
	Iteration 32Q: 3 clusters Score -992973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -992983.437500 Penalty: 3166.597656
	Iteration 33Q: 3 clusters Score -992983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -992985.187500 Penalty: 3166.597656
	Iteration 34Q: 3 clusters Score -992985.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -992985.250000 Penalty: 3166.597656
	Iteration 35Q: 3 clusters Score -992985.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -992988.000000 Penalty: 3166.597656
	Iteration 36Q: 3 clusters Score -992988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -992993.062500 Penalty: 3166.597656
	Iteration 37Q: 3 clusters Score -992993.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -992999.312500 Penalty: 3166.597656
	Iteration 38Q: 3 clusters Score -992999.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -993000.562500 Penalty: 3166.597656
	Iteration 39Q: 3 clusters Score -993000.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -993008.562500 Penalty: 3166.597656
	Iteration 40F: 3 clusters Score -993008.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -993016.562500 Penalty: 3166.597656
	Iteration 41Q: 3 clusters Score -993016.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -993023.937500 Penalty: 3166.597656
	Iteration 42Q: 3 clusters Score -993023.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -993032.000000 Penalty: 3166.597656
	Iteration 43Q: 3 clusters Score -993032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -993043.437500 Penalty: 3166.597656
	Iteration 44Q: 3 clusters Score -993043.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -993059.125000 Penalty: 3166.597656
	Iteration 45Q: 3 clusters Score -993059.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -993078.437500 Penalty: 3166.597656
	Iteration 46Q: 3 clusters Score -993078.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -993097.125000 Penalty: 3166.597656
	Iteration 47Q: 3 clusters Score -993097.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -993112.375000 Penalty: 3166.597656
	Iteration 48Q: 3 clusters Score -993112.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -993120.375000 Penalty: 3166.597656
	Iteration 49Q: 3 clusters Score -993120.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -993126.062500 Penalty: 3166.597656
	Iteration 50Q: 3 clusters Score -993126.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -993130.437500 Penalty: 3166.597656
	Iteration 51Q: 3 clusters Score -993130.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -993134.375000 Penalty: 3166.597656
	Iteration 52Q: 3 clusters Score -993134.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -993139.687500 Penalty: 3166.597656
	Iteration 53Q: 3 clusters Score -993139.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -993141.625000 Penalty: 3166.597656
	Iteration 54Q: 3 clusters Score -993141.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -993141.250000 Penalty: 3166.597656
	Iteration 55Q: 3 clusters Score -993141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -993144.312500 Penalty: 3166.597656
	Iteration 56Q: 3 clusters Score -993144.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -993142.687500 Penalty: 3166.597656
	Iteration 57Q: 3 clusters Score -993142.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -993146.875000 Penalty: 3166.597656
	Iteration 58Q: 3 clusters Score -993146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -993147.062500 Penalty: 3166.597656
	Iteration 59Q: 3 clusters Score -993147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -993148.250000 Penalty: 3166.597656
	Iteration 60F: 3 clusters Score -993148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -993147.500000 Penalty: 3166.597656
	Iteration 61Q: 3 clusters Score -993147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -993148.625000 Penalty: 3166.597656
	Iteration 62Q: 3 clusters Score -993148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -993148.000000 Penalty: 3166.597656
	Iteration 63Q: 3 clusters Score -993148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -993148.000000 Penalty: 3166.597656
	Iteration 64F: 3 clusters Score -993148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -430583.406250 Penalty: 1464.590454
	Iteration 0F: 2 clusters Score -430583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -424642.250000 Penalty: 2929.180908
	Iteration 0F: 3 clusters Score -424642.2 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -426558.906250 Penalty: 2929.180908
	Iteration 1F: 3 clusters Score -426558.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -426816.125000 Penalty: 2929.180908
	Iteration 2F: 3 clusters Score -426816.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -427052.937500 Penalty: 2929.180908
	Iteration 3F: 3 clusters Score -427052.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -427341.156250 Penalty: 2929.180908
	Iteration 4F: 3 clusters Score -427341.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -427631.875000 Penalty: 2929.180908
	Iteration 5F: 3 clusters Score -427631.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -427931.906250 Penalty: 2929.180908
	Iteration 6F: 3 clusters Score -427931.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -428253.562500 Penalty: 2929.180908
	Iteration 7F: 3 clusters Score -428253.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -428525.968750 Penalty: 2929.180908
	Iteration 8F: 3 clusters Score -428526 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -428771.343750 Penalty: 2929.180908
	Iteration 9Q: 3 clusters Score -428771.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428980.750000 Penalty: 2929.180908
	Iteration 10Q: 3 clusters Score -428980.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -429165.843750 Penalty: 2929.180908
	Iteration 11Q: 3 clusters Score -429165.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -429332.281250 Penalty: 2929.180908
	Iteration 12Q: 3 clusters Score -429332.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -429492.843750 Penalty: 2929.180908
	Iteration 13Q: 3 clusters Score -429492.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -429648.593750 Penalty: 2929.180908
	Iteration 14Q: 3 clusters Score -429648.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -429748.937500 Penalty: 2929.180908
	Iteration 15Q: 3 clusters Score -429748.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -429829.468750 Penalty: 2929.180908
	Iteration 16Q: 3 clusters Score -429829.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -429855.937500 Penalty: 2929.180908
	Iteration 17Q: 3 clusters Score -429855.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -429868.156250 Penalty: 2929.180908
	Iteration 18Q: 3 clusters Score -429868.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -429873.125000 Penalty: 2929.180908
	Iteration 19Q: 3 clusters Score -429873.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -429879.218750 Penalty: 2929.180908
	Iteration 20F: 3 clusters Score -429879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -429887.156250 Penalty: 2929.180908
	Iteration 21Q: 3 clusters Score -429887.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -429895.687500 Penalty: 2929.180908
	Iteration 22Q: 3 clusters Score -429895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -429904.625000 Penalty: 2929.180908
	Iteration 23Q: 3 clusters Score -429904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -429907.593750 Penalty: 2929.180908
	Iteration 24Q: 3 clusters Score -429907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429908.406250 Penalty: 2929.180908
	Iteration 25Q: 3 clusters Score -429908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -429910.875000 Penalty: 2929.180908
	Iteration 26Q: 3 clusters Score -429910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -429911.968750 Penalty: 2929.180908
	Iteration 27Q: 3 clusters Score -429912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -429912.750000 Penalty: 2929.180908
	Iteration 28Q: 3 clusters Score -429912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -429913.843750 Penalty: 2929.180908
	Iteration 29Q: 3 clusters Score -429913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -429915.656250 Penalty: 2929.180908
	Iteration 30Q: 3 clusters Score -429915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -429917.843750 Penalty: 2929.180908
	Iteration 31Q: 3 clusters Score -429917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -429917.031250 Penalty: 2929.180908
	Iteration 32Q: 3 clusters Score -429917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -429919.125000 Penalty: 2929.180908
	Iteration 33Q: 3 clusters Score -429919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429919.156250 Penalty: 2929.180908
	Iteration 34Q: 3 clusters Score -429919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -429920.625000 Penalty: 2929.180908
	Iteration 35Q: 3 clusters Score -429920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -429920.687500 Penalty: 2929.180908
	Iteration 36Q: 3 clusters Score -429920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -429920.656250 Penalty: 2929.180908
	Iteration 37Q: 3 clusters Score -429920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -429920.656250 Penalty: 2929.180908
	Iteration 38F: 3 clusters Score -429920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -172615.984375 Penalty: 1321.326050
	Iteration 0F: 2 clusters Score -172616 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 1726 members 
Entering Unmasked Estep 
Score: -169611.984375 Penalty: 2642.652100
	Iteration 0F: 3 clusters Score -169612 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -170377.828125 Penalty: 2642.652100
	Iteration 1F: 3 clusters Score -170377.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -170517.453125 Penalty: 2642.652100
	Iteration 2F: 3 clusters Score -170517.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -170631.328125 Penalty: 2642.652100
	Iteration 3F: 3 clusters Score -170631.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -170702.031250 Penalty: 2642.652100
	Iteration 4Q: 3 clusters Score -170702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -170758.937500 Penalty: 2642.652100
	Iteration 5Q: 3 clusters Score -170758.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -170811.593750 Penalty: 2642.652100
	Iteration 6Q: 3 clusters Score -170811.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -170856.421875 Penalty: 2642.652100
	Iteration 7Q: 3 clusters Score -170856.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -170900.765625 Penalty: 2642.652100
	Iteration 8Q: 3 clusters Score -170900.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -170942.781250 Penalty: 2642.652100
	Iteration 9Q: 3 clusters Score -170942.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -170975.640625 Penalty: 2642.652100
	Iteration 10Q: 3 clusters Score -170975.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -171003.234375 Penalty: 2642.652100
	Iteration 11Q: 3 clusters Score -171003.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -171032.046875 Penalty: 2642.652100
	Iteration 12Q: 3 clusters Score -171032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -171058.859375 Penalty: 2642.652100
	Iteration 13Q: 3 clusters Score -171058.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -171088.468750 Penalty: 2642.652100
	Iteration 14Q: 3 clusters Score -171088.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -171119.046875 Penalty: 2642.652100
	Iteration 15Q: 3 clusters Score -171119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -171143.750000 Penalty: 2642.652100
	Iteration 16Q: 3 clusters Score -171143.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -171168.312500 Penalty: 2642.652100
	Iteration 17Q: 3 clusters Score -171168.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -171196.937500 Penalty: 2642.652100
	Iteration 18Q: 3 clusters Score -171196.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -171229.750000 Penalty: 2642.652100
	Iteration 19Q: 3 clusters Score -171229.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -171265.125000 Penalty: 2642.652100
	Iteration 20F: 3 clusters Score -171265.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171304.328125 Penalty: 2642.652100
	Iteration 21Q: 3 clusters Score -171304.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -171343.109375 Penalty: 2642.652100
	Iteration 22Q: 3 clusters Score -171343.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171381.281250 Penalty: 2642.652100
	Iteration 23Q: 3 clusters Score -171381.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171411.109375 Penalty: 2642.652100
	Iteration 24Q: 3 clusters Score -171411.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -171433.140625 Penalty: 2642.652100
	Iteration 25Q: 3 clusters Score -171433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171448.968750 Penalty: 2642.652100
	Iteration 26Q: 3 clusters Score -171449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171460.828125 Penalty: 2642.652100
	Iteration 27Q: 3 clusters Score -171460.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171471.703125 Penalty: 2642.652100
	Iteration 28Q: 3 clusters Score -171471.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171482.812500 Penalty: 2642.652100
	Iteration 29Q: 3 clusters Score -171482.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171494.781250 Penalty: 2642.652100
	Iteration 30Q: 3 clusters Score -171494.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171508.781250 Penalty: 2642.652100
	Iteration 31Q: 3 clusters Score -171508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -171520.140625 Penalty: 2642.652100
	Iteration 32Q: 3 clusters Score -171520.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171533.312500 Penalty: 2642.652100
	Iteration 33Q: 3 clusters Score -171533.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171545.500000 Penalty: 2642.652100
	Iteration 34Q: 3 clusters Score -171545.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171560.234375 Penalty: 2642.652100
	Iteration 35Q: 3 clusters Score -171560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -171572.296875 Penalty: 2642.652100
	Iteration 36Q: 3 clusters Score -171572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171586.843750 Penalty: 2642.652100
	Iteration 37Q: 3 clusters Score -171586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -171602.046875 Penalty: 2642.652100
	Iteration 38Q: 3 clusters Score -171602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171621.203125 Penalty: 2642.652100
	Iteration 39Q: 3 clusters Score -171621.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171637.312500 Penalty: 2642.652100
	Iteration 40F: 3 clusters Score -171637.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171651.421875 Penalty: 2642.652100
	Iteration 41Q: 3 clusters Score -171651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -171662.421875 Penalty: 2642.652100
	Iteration 42Q: 3 clusters Score -171662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -171672.296875 Penalty: 2642.652100
	Iteration 43Q: 3 clusters Score -171672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -171680.656250 Penalty: 2642.652100
	Iteration 44Q: 3 clusters Score -171680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171687.734375 Penalty: 2642.652100
	Iteration 45Q: 3 clusters Score -171687.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -171694.390625 Penalty: 2642.652100
	Iteration 46Q: 3 clusters Score -171694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171704.546875 Penalty: 2642.652100
	Iteration 47Q: 3 clusters Score -171704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -171712.703125 Penalty: 2642.652100
	Iteration 48Q: 3 clusters Score -171712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -171726.078125 Penalty: 2642.652100
	Iteration 49Q: 3 clusters Score -171726.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -171735.984375 Penalty: 2642.652100
	Iteration 50Q: 3 clusters Score -171736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -171737.796875 Penalty: 2642.652100
	Iteration 51Q: 3 clusters Score -171737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171739.578125 Penalty: 2642.652100
	Iteration 52Q: 3 clusters Score -171739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -171740.937500 Penalty: 2642.652100
	Iteration 53Q: 3 clusters Score -171740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -171742.609375 Penalty: 2642.652100
	Iteration 54Q: 3 clusters Score -171742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171744.781250 Penalty: 2642.652100
	Iteration 55Q: 3 clusters Score -171744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -171747.828125 Penalty: 2642.652100
	Iteration 56Q: 3 clusters Score -171747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171750.734375 Penalty: 2642.652100
	Iteration 57Q: 3 clusters Score -171750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171752.640625 Penalty: 2642.652100
	Iteration 58Q: 3 clusters Score -171752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -171755.562500 Penalty: 2642.652100
	Iteration 59Q: 3 clusters Score -171755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -171757.187500 Penalty: 2642.652100
	Iteration 60F: 3 clusters Score -171757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -171758.187500 Penalty: 2642.652100
	Iteration 61Q: 3 clusters Score -171758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -171759.484375 Penalty: 2642.652100
	Iteration 62Q: 3 clusters Score -171759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -171760.734375 Penalty: 2642.652100
	Iteration 63Q: 3 clusters Score -171760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -171760.734375 Penalty: 2642.652100
	Iteration 64F: 3 clusters Score -171760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Entering Unmasked Estep 
Score: -604770.437500 Penalty: 1495.293213
	Iteration 0F: 2 clusters Score -604770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -597616.187500 Penalty: 2990.586426
	Iteration 0F: 3 clusters Score -597616.2 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -600041.812500 Penalty: 2990.586426
	Iteration 1F: 3 clusters Score -600041.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -600425.000000 Penalty: 2990.586426
	Iteration 2F: 3 clusters Score -600425 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -600790.375000 Penalty: 2990.586426
	Iteration 3F: 3 clusters Score -600790.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -601141.062500 Penalty: 2990.586426
	Iteration 4F: 3 clusters Score -601141.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -601469.000000 Penalty: 2990.586426
	Iteration 5F: 3 clusters Score -601469 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -601796.062500 Penalty: 2990.586426
	Iteration 6F: 3 clusters Score -601796.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -602107.437500 Penalty: 2990.586426
	Iteration 7Q: 3 clusters Score -602107.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -602360.812500 Penalty: 2990.586426
	Iteration 8Q: 3 clusters Score -602360.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -602553.250000 Penalty: 2990.586426
	Iteration 9Q: 3 clusters Score -602553.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -602717.312500 Penalty: 2990.586426
	Iteration 10Q: 3 clusters Score -602717.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -602837.062500 Penalty: 2990.586426
	Iteration 11Q: 3 clusters Score -602837.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -602936.750000 Penalty: 2990.586426
	Iteration 12Q: 3 clusters Score -602936.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -603020.937500 Penalty: 2990.586426
	Iteration 13Q: 3 clusters Score -603020.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -603083.875000 Penalty: 2990.586426
	Iteration 14Q: 3 clusters Score -603083.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -603143.062500 Penalty: 2990.586426
	Iteration 15Q: 3 clusters Score -603143.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -603202.687500 Penalty: 2990.586426
	Iteration 16Q: 3 clusters Score -603202.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -603243.937500 Penalty: 2990.586426
	Iteration 17Q: 3 clusters Score -603243.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -603285.500000 Penalty: 2990.586426
	Iteration 18Q: 3 clusters Score -603285.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -603325.875000 Penalty: 2990.586426
	Iteration 19Q: 3 clusters Score -603325.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -603362.625000 Penalty: 2990.586426
	Iteration 20F: 3 clusters Score -603362.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -603386.937500 Penalty: 2990.586426
	Iteration 21Q: 3 clusters Score -603386.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -603409.562500 Penalty: 2990.586426
	Iteration 22Q: 3 clusters Score -603409.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -603430.000000 Penalty: 2990.586426
	Iteration 23Q: 3 clusters Score -603430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -603448.937500 Penalty: 2990.586426
	Iteration 24Q: 3 clusters Score -603448.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -603472.937500 Penalty: 2990.586426
	Iteration 25Q: 3 clusters Score -603472.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -603496.187500 Penalty: 2990.586426
	Iteration 26Q: 3 clusters Score -603496.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -603513.937500 Penalty: 2990.586426
	Iteration 27Q: 3 clusters Score -603513.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -603531.125000 Penalty: 2990.586426
	Iteration 28Q: 3 clusters Score -603531.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -603548.812500 Penalty: 2990.586426
	Iteration 29Q: 3 clusters Score -603548.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -603574.250000 Penalty: 2990.586426
	Iteration 30Q: 3 clusters Score -603574.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -603597.625000 Penalty: 2990.586426
	Iteration 31Q: 3 clusters Score -603597.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -603614.562500 Penalty: 2990.586426
	Iteration 32Q: 3 clusters Score -603614.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -603635.625000 Penalty: 2990.586426
	Iteration 33Q: 3 clusters Score -603635.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -603654.875000 Penalty: 2990.586426
	Iteration 34Q: 3 clusters Score -603654.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -603664.125000 Penalty: 2990.586426
	Iteration 35Q: 3 clusters Score -603664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -603670.437500 Penalty: 2990.586426
	Iteration 36Q: 3 clusters Score -603670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -603677.187500 Penalty: 2990.586426
	Iteration 37Q: 3 clusters Score -603677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -603679.937500 Penalty: 2990.586426
	Iteration 38Q: 3 clusters Score -603679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -603683.562500 Penalty: 2990.586426
	Iteration 39Q: 3 clusters Score -603683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -603688.500000 Penalty: 2990.586426
	Iteration 40F: 3 clusters Score -603688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -603691.500000 Penalty: 2990.586426
	Iteration 41Q: 3 clusters Score -603691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -603694.875000 Penalty: 2990.586426
	Iteration 42Q: 3 clusters Score -603694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -603696.437500 Penalty: 2990.586426
	Iteration 43Q: 3 clusters Score -603696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -603696.875000 Penalty: 2990.586426
	Iteration 44Q: 3 clusters Score -603696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -603697.687500 Penalty: 2990.586426
	Iteration 45Q: 3 clusters Score -603697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -603696.312500 Penalty: 2990.586426
	Iteration 46Q: 3 clusters Score -603696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -603697.937500 Penalty: 2990.586426
	Iteration 47Q: 3 clusters Score -603697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -603697.500000 Penalty: 2990.586426
	Iteration 48Q: 3 clusters Score -603697.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -603697.500000 Penalty: 2990.586426
	Iteration 49F: 3 clusters Score -603697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -773211.562500 Penalty: 1539.963257
	Iteration 0F: 2 clusters Score -773211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -764066.437500 Penalty: 3079.926514
	Iteration 0F: 3 clusters Score -764066.4 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -767260.937500 Penalty: 3079.926514
	Iteration 1F: 3 clusters Score -767260.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -767720.062500 Penalty: 3079.926514
	Iteration 2F: 3 clusters Score -767720.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -768195.375000 Penalty: 3079.926514
	Iteration 3F: 3 clusters Score -768195.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -768787.312500 Penalty: 3079.926514
	Iteration 4F: 3 clusters Score -768787.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -769521.000000 Penalty: 3079.926514
	Iteration 5F: 3 clusters Score -769521 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -770310.625000 Penalty: 3079.926514
	Iteration 6F: 3 clusters Score -770310.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -770998.562500 Penalty: 3079.926514
	Iteration 7F: 3 clusters Score -770998.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -771528.750000 Penalty: 3079.926514
	Iteration 8F: 3 clusters Score -771528.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -771887.937500 Penalty: 3079.926514
	Iteration 9Q: 3 clusters Score -771887.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -772102.375000 Penalty: 3079.926514
	Iteration 10Q: 3 clusters Score -772102.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -772244.812500 Penalty: 3079.926514
	Iteration 11Q: 3 clusters Score -772244.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -772349.625000 Penalty: 3079.926514
	Iteration 12Q: 3 clusters Score -772349.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -772419.000000 Penalty: 3079.926514
	Iteration 13Q: 3 clusters Score -772419 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -772457.937500 Penalty: 3079.926514
	Iteration 14Q: 3 clusters Score -772457.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -772482.125000 Penalty: 3079.926514
	Iteration 15Q: 3 clusters Score -772482.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -772493.250000 Penalty: 3079.926514
	Iteration 16Q: 3 clusters Score -772493.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -772502.875000 Penalty: 3079.926514
	Iteration 17Q: 3 clusters Score -772502.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -772511.500000 Penalty: 3079.926514
	Iteration 18Q: 3 clusters Score -772511.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -772515.437500 Penalty: 3079.926514
	Iteration 19Q: 3 clusters Score -772515.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -772517.375000 Penalty: 3079.926514
	Iteration 20F: 3 clusters Score -772517.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -772521.875000 Penalty: 3079.926514
	Iteration 21Q: 3 clusters Score -772521.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -772524.312500 Penalty: 3079.926514
	Iteration 22Q: 3 clusters Score -772524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -772525.125000 Penalty: 3079.926514
	Iteration 23Q: 3 clusters Score -772525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -772524.687500 Penalty: 3079.926514
	Iteration 24Q: 3 clusters Score -772524.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -772525.812500 Penalty: 3079.926514
	Iteration 25Q: 3 clusters Score -772525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -772525.812500 Penalty: 3079.926514
	Iteration 26Q: 3 clusters Score -772525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -772527.937500 Penalty: 3079.926514
	Iteration 27Q: 3 clusters Score -772527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -772526.625000 Penalty: 3079.926514
	Iteration 28Q: 3 clusters Score -772526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -772525.875000 Penalty: 3079.926514
	Iteration 29Q: 3 clusters Score -772525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -772526.562500 Penalty: 3079.926514
	Iteration 30Q: 3 clusters Score -772526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -772526.000000 Penalty: 3079.926514
	Iteration 31Q: 3 clusters Score -772526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -772526.562500 Penalty: 3079.926514
	Iteration 32Q: 3 clusters Score -772526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -772526.375000 Penalty: 3079.926514
	Iteration 33Q: 3 clusters Score -772526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -772526.375000 Penalty: 3079.926514
	Iteration 34F: 3 clusters Score -772526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -508437.906250 Penalty: 1468.888672
	Iteration 0F: 2 clusters Score -508437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -502278.500000 Penalty: 2937.777344
	Iteration 0F: 3 clusters Score -502278.5 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -504192.250000 Penalty: 2937.777344
	Iteration 1F: 3 clusters Score -504192.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -504400.218750 Penalty: 2937.777344
	Iteration 2F: 3 clusters Score -504400.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -504560.031250 Penalty: 2937.777344
	Iteration 3Q: 3 clusters Score -504560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -504688.593750 Penalty: 2937.777344
	Iteration 4Q: 3 clusters Score -504688.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -504803.312500 Penalty: 2937.777344
	Iteration 5Q: 3 clusters Score -504803.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -504904.781250 Penalty: 2937.777344
	Iteration 6Q: 3 clusters Score -504904.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -505000.281250 Penalty: 2937.777344
	Iteration 7Q: 3 clusters Score -505000.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -505089.750000 Penalty: 2937.777344
	Iteration 8Q: 3 clusters Score -505089.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -505193.875000 Penalty: 2937.777344
	Iteration 9Q: 3 clusters Score -505193.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -505295.718750 Penalty: 2937.777344
	Iteration 10Q: 3 clusters Score -505295.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -505400.312500 Penalty: 2937.777344
	Iteration 11Q: 3 clusters Score -505400.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -505488.406250 Penalty: 2937.777344
	Iteration 12Q: 3 clusters Score -505488.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -505575.500000 Penalty: 2937.777344
	Iteration 13Q: 3 clusters Score -505575.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -505673.812500 Penalty: 2937.777344
	Iteration 14Q: 3 clusters Score -505673.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -505789.562500 Penalty: 2937.777344
	Iteration 15Q: 3 clusters Score -505789.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -505886.281250 Penalty: 2937.777344
	Iteration 16Q: 3 clusters Score -505886.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -505987.406250 Penalty: 2937.777344
	Iteration 17Q: 3 clusters Score -505987.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -506102.250000 Penalty: 2937.777344
	Iteration 18Q: 3 clusters Score -506102.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -506234.187500 Penalty: 2937.777344
	Iteration 19Q: 3 clusters Score -506234.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -506362.625000 Penalty: 2937.777344
	Iteration 20F: 3 clusters Score -506362.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -506532.000000 Penalty: 2937.777344
	Iteration 21Q: 3 clusters Score -506532 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -506700.375000 Penalty: 2937.777344
	Iteration 22Q: 3 clusters Score -506700.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -506867.000000 Penalty: 2937.777344
	Iteration 23Q: 3 clusters Score -506867 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -506983.812500 Penalty: 2937.777344
	Iteration 24Q: 3 clusters Score -506983.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -507063.593750 Penalty: 2937.777344
	Iteration 25Q: 3 clusters Score -507063.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -507117.062500 Penalty: 2937.777344
	Iteration 26Q: 3 clusters Score -507117.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -507148.187500 Penalty: 2937.777344
	Iteration 27Q: 3 clusters Score -507148.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -507162.843750 Penalty: 2937.777344
	Iteration 28Q: 3 clusters Score -507162.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -507176.031250 Penalty: 2937.777344
	Iteration 29Q: 3 clusters Score -507176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -507187.375000 Penalty: 2937.777344
	Iteration 30Q: 3 clusters Score -507187.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -507196.218750 Penalty: 2937.777344
	Iteration 31Q: 3 clusters Score -507196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -507201.687500 Penalty: 2937.777344
	Iteration 32Q: 3 clusters Score -507201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -507206.187500 Penalty: 2937.777344
	Iteration 33Q: 3 clusters Score -507206.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -507209.406250 Penalty: 2937.777344
	Iteration 34Q: 3 clusters Score -507209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -507213.718750 Penalty: 2937.777344
	Iteration 35Q: 3 clusters Score -507213.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -507217.125000 Penalty: 2937.777344
	Iteration 36Q: 3 clusters Score -507217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -507218.937500 Penalty: 2937.777344
	Iteration 37Q: 3 clusters Score -507218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -507222.656250 Penalty: 2937.777344
	Iteration 38Q: 3 clusters Score -507222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -507224.531250 Penalty: 2937.777344
	Iteration 39Q: 3 clusters Score -507224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -507225.656250 Penalty: 2937.777344
	Iteration 40F: 3 clusters Score -507225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -507226.562500 Penalty: 2937.777344
	Iteration 41Q: 3 clusters Score -507226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -507227.093750 Penalty: 2937.777344
	Iteration 42Q: 3 clusters Score -507227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -507227.000000 Penalty: 2937.777344
	Iteration 43Q: 3 clusters Score -507227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -507229.218750 Penalty: 2937.777344
	Iteration 44Q: 3 clusters Score -507229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -507229.093750 Penalty: 2937.777344
	Iteration 45Q: 3 clusters Score -507229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -507231.531250 Penalty: 2937.777344
	Iteration 46Q: 3 clusters Score -507231.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -507234.312500 Penalty: 2937.777344
	Iteration 47Q: 3 clusters Score -507234.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -507237.937500 Penalty: 2937.777344
	Iteration 48Q: 3 clusters Score -507237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -507239.281250 Penalty: 2937.777344
	Iteration 49Q: 3 clusters Score -507239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -507241.500000 Penalty: 2937.777344
	Iteration 50Q: 3 clusters Score -507241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -507242.968750 Penalty: 2937.777344
	Iteration 51Q: 3 clusters Score -507243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -507244.062500 Penalty: 2937.777344
	Iteration 52Q: 3 clusters Score -507244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -507244.281250 Penalty: 2937.777344
	Iteration 53Q: 3 clusters Score -507244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -507245.437500 Penalty: 2937.777344
	Iteration 54Q: 3 clusters Score -507245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -507247.031250 Penalty: 2937.777344
	Iteration 55Q: 3 clusters Score -507247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -507247.406250 Penalty: 2937.777344
	Iteration 56Q: 3 clusters Score -507247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -507248.218750 Penalty: 2937.777344
	Iteration 57Q: 3 clusters Score -507248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -507251.156250 Penalty: 2937.777344
	Iteration 58Q: 3 clusters Score -507251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -507250.312500 Penalty: 2937.777344
	Iteration 59Q: 3 clusters Score -507250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -507252.062500 Penalty: 2937.777344
	Iteration 60F: 3 clusters Score -507252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -507251.250000 Penalty: 2937.777344
	Iteration 61Q: 3 clusters Score -507251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -507251.875000 Penalty: 2937.777344
	Iteration 62Q: 3 clusters Score -507251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -507251.875000 Penalty: 2937.777344
	Iteration 63F: 3 clusters Score -507251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -45467.480469 Penalty: 1111.240845
	Iteration 0F: 2 clusters Score -45467.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44102.039062 Penalty: 2222.481689
	Iteration 0F: 3 clusters Score -44102.04 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44382.351562 Penalty: 2222.481689
	Iteration 1F: 3 clusters Score -44382.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44480.453125 Penalty: 2222.481689
	Iteration 2F: 3 clusters Score -44480.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44550.804688 Penalty: 2222.481689
	Iteration 3Q: 3 clusters Score -44550.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44621.222656 Penalty: 2222.481689
	Iteration 4F: 3 clusters Score -44621.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44686.687500 Penalty: 2222.481689
	Iteration 5Q: 3 clusters Score -44686.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44731.445312 Penalty: 2222.481689
	Iteration 6Q: 3 clusters Score -44731.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44758.128906 Penalty: 2222.481689
	Iteration 7Q: 3 clusters Score -44758.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44775.593750 Penalty: 2222.481689
	Iteration 8Q: 3 clusters Score -44775.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44794.277344 Penalty: 2222.481689
	Iteration 9Q: 3 clusters Score -44794.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44808.308594 Penalty: 2222.481689
	Iteration 10Q: 3 clusters Score -44808.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44819.011719 Penalty: 2222.481689
	Iteration 11Q: 3 clusters Score -44819.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44824.492188 Penalty: 2222.481689
	Iteration 12Q: 3 clusters Score -44824.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44824.957031 Penalty: 2222.481689
	Iteration 13Q: 3 clusters Score -44824.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44824.957031 Penalty: 2222.481689
	Iteration 14F: 3 clusters Score -44824.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -394048.062500 Penalty: 1429.503296
	Iteration 0F: 2 clusters Score -394048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -389060.125000 Penalty: 2859.006592
	Iteration 0F: 3 clusters Score -389060.1 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -390651.906250 Penalty: 2859.006592
	Iteration 1F: 3 clusters Score -390651.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -390949.062500 Penalty: 2859.006592
	Iteration 2F: 3 clusters Score -390949.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -391180.437500 Penalty: 2859.006592
	Iteration 3F: 3 clusters Score -391180.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -391418.187500 Penalty: 2859.006592
	Iteration 4F: 3 clusters Score -391418.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -391602.093750 Penalty: 2859.006592
	Iteration 5Q: 3 clusters Score -391602.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -391796.875000 Penalty: 2859.006592
	Iteration 6Q: 3 clusters Score -391796.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -392030.718750 Penalty: 2859.006592
	Iteration 7Q: 3 clusters Score -392030.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -392287.625000 Penalty: 2859.006592
	Iteration 8F: 3 clusters Score -392287.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -392548.156250 Penalty: 2859.006592
	Iteration 9Q: 3 clusters Score -392548.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -392791.156250 Penalty: 2859.006592
	Iteration 10Q: 3 clusters Score -392791.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -392950.625000 Penalty: 2859.006592
	Iteration 11Q: 3 clusters Score -392950.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -393039.125000 Penalty: 2859.006592
	Iteration 12Q: 3 clusters Score -393039.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -393097.062500 Penalty: 2859.006592
	Iteration 13Q: 3 clusters Score -393097.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -393128.781250 Penalty: 2859.006592
	Iteration 14Q: 3 clusters Score -393128.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -393153.187500 Penalty: 2859.006592
	Iteration 15Q: 3 clusters Score -393153.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -393170.031250 Penalty: 2859.006592
	Iteration 16Q: 3 clusters Score -393170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -393179.687500 Penalty: 2859.006592
	Iteration 17Q: 3 clusters Score -393179.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -393188.187500 Penalty: 2859.006592
	Iteration 18Q: 3 clusters Score -393188.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -393200.250000 Penalty: 2859.006592
	Iteration 19Q: 3 clusters Score -393200.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -393207.656250 Penalty: 2859.006592
	Iteration 20F: 3 clusters Score -393207.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -393217.187500 Penalty: 2859.006592
	Iteration 21Q: 3 clusters Score -393217.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -393224.156250 Penalty: 2859.006592
	Iteration 22Q: 3 clusters Score -393224.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -393234.187500 Penalty: 2859.006592
	Iteration 23Q: 3 clusters Score -393234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -393243.250000 Penalty: 2859.006592
	Iteration 24Q: 3 clusters Score -393243.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -393249.062500 Penalty: 2859.006592
	Iteration 25Q: 3 clusters Score -393249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -393251.125000 Penalty: 2859.006592
	Iteration 26Q: 3 clusters Score -393251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -393252.000000 Penalty: 2859.006592
	Iteration 27Q: 3 clusters Score -393252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -393254.093750 Penalty: 2859.006592
	Iteration 28Q: 3 clusters Score -393254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -393256.562500 Penalty: 2859.006592
	Iteration 29Q: 3 clusters Score -393256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -393257.437500 Penalty: 2859.006592
	Iteration 30Q: 3 clusters Score -393257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -393260.843750 Penalty: 2859.006592
	Iteration 31Q: 3 clusters Score -393260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -393264.093750 Penalty: 2859.006592
	Iteration 32Q: 3 clusters Score -393264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -393268.718750 Penalty: 2859.006592
	Iteration 33Q: 3 clusters Score -393268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -393271.343750 Penalty: 2859.006592
	Iteration 34Q: 3 clusters Score -393271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -393272.687500 Penalty: 2859.006592
	Iteration 35Q: 3 clusters Score -393272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -393274.156250 Penalty: 2859.006592
	Iteration 36Q: 3 clusters Score -393274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -393275.968750 Penalty: 2859.006592
	Iteration 37Q: 3 clusters Score -393276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -393279.781250 Penalty: 2859.006592
	Iteration 38Q: 3 clusters Score -393279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -393281.093750 Penalty: 2859.006592
	Iteration 39Q: 3 clusters Score -393281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -393282.406250 Penalty: 2859.006592
	Iteration 40F: 3 clusters Score -393282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -393284.000000 Penalty: 2859.006592
	Iteration 41Q: 3 clusters Score -393284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -393286.593750 Penalty: 2859.006592
	Iteration 42Q: 3 clusters Score -393286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -393288.812500 Penalty: 2859.006592
	Iteration 43Q: 3 clusters Score -393288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -393290.406250 Penalty: 2859.006592
	Iteration 44Q: 3 clusters Score -393290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -393293.093750 Penalty: 2859.006592
	Iteration 45Q: 3 clusters Score -393293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -393294.812500 Penalty: 2859.006592
	Iteration 46Q: 3 clusters Score -393294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -393296.093750 Penalty: 2859.006592
	Iteration 47Q: 3 clusters Score -393296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -393296.781250 Penalty: 2859.006592
	Iteration 48Q: 3 clusters Score -393296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -393296.875000 Penalty: 2859.006592
	Iteration 49Q: 3 clusters Score -393296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -393297.968750 Penalty: 2859.006592
	Iteration 50Q: 3 clusters Score -393298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -393297.968750 Penalty: 2859.006592
	Iteration 51F: 3 clusters Score -393298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 8812 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 17041 members 
Mstep: Class 11 contains 8208 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 15 contains 9915 members 
Mstep: Class 16 contains 13052 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 20 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552582.000000 Penalty: 33598.609375
Iteration 39Q: 18 clusters Score -1.055258e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 8775 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 17729 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 17037 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 8363 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 20 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552612.000000 Penalty: 33598.609375
Iteration 40F: 18 clusters Score -1.055261e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 17735 members 
Mstep: Class 8 contains 14214 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 17037 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 13056 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 20 contains 6568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552683.000000 Penalty: 33598.609375
Iteration 41Q: 18 clusters Score -1.055268e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 7 contains 17742 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 17044 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 13055 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 20 contains 6543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552794.000000 Penalty: 33598.609375
Iteration 42Q: 18 clusters Score -1.055279e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 8649 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 17742 members 
Mstep: Class 8 contains 14183 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 20 contains 6528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552890.000000 Penalty: 33598.609375
Iteration 43Q: 18 clusters Score -1.055289e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 8593 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 14163 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 20 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552964.000000 Penalty: 33598.609375
Iteration 44Q: 18 clusters Score -1.055296e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 8532 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 14153 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 13055 members 
Mstep: Class 17 contains 8135 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 20 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552999.000000 Penalty: 33598.609375
Iteration 45Q: 18 clusters Score -1.0553e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 8480 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 17748 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 20 contains 6483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1938.006714 but Gain 1976.388672
Score: -10553096.000000 Penalty: 31622.220703
Iteration 46Q: 17 clusters Score -1.05531e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 8870 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 14164 members 
Mstep: Class 9 contains 7000 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 9858 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 20 contains 6484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554843.000000 Penalty: 31622.220703
Iteration 47Q: 17 clusters Score -1.055484e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 3 contains 7248 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 20 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554824.000000 Penalty: 31622.220703
Iteration 48Q: 17 clusters Score -1.055482e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 8694 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 17732 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 9828 members 
Mstep: Class 16 contains 13050 members 
Mstep: Class 17 contains 7921 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 20 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554929.000000 Penalty: 31622.220703
Iteration 49Q: 17 clusters Score -1.055493e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 8623 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 17725 members 
Mstep: Class 8 contains 14027 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 17066 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 9824 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 20 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554945.000000 Penalty: 31622.220703
Iteration 50Q: 17 clusters Score -1.055494e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 8567 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 17722 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 17064 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 13050 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 20 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555016.000000 Penalty: 31622.220703
Iteration 51Q: 17 clusters Score -1.055502e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 17714 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 17062 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 9815 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 20 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554998.000000 Penalty: 31622.220703
Iteration 52Q: 17 clusters Score -1.0555e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 17710 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 17058 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 20 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555064.000000 Penalty: 31622.220703
Iteration 53Q: 17 clusters Score -1.055506e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 17707 members 
Mstep: Class 8 contains 13962 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 8208 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 20 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555072.000000 Penalty: 31622.220703
Iteration 54Q: 17 clusters Score -1.055507e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 8433 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 17707 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 14 contains 3013 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 20 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555074.000000 Penalty: 31622.220703
Iteration 55Q: 17 clusters Score -1.055507e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 8404 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 17698 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 11 contains 8211 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 7590 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 20 contains 6292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555093.000000 Penalty: 31622.220703
Iteration 56Q: 17 clusters Score -1.055509e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 3 contains 7450 members 
Mstep: Class 4 contains 8379 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 17696 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 13045 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 20 contains 6277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555131.000000 Penalty: 31622.220703
Iteration 57Q: 17 clusters Score -1.055513e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 3 contains 7474 members 
Mstep: Class 4 contains 8353 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 17698 members 
Mstep: Class 8 contains 13939 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 15 contains 9793 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 20 contains 6266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555106.000000 Penalty: 31622.220703
Iteration 58Q: 17 clusters Score -1.055511e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 8336 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 17690 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 17059 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 13046 members 
Mstep: Class 17 contains 7532 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 20 contains 6255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555101.000000 Penalty: 31622.220703
Iteration 59Q: 17 clusters Score -1.05551e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 17680 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 17061 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 9795 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 20 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555127.000000 Penalty: 31622.220703
Iteration 60F: 17 clusters Score -1.055513e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 8297 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 17062 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 14 contains 2901 members 
Mstep: Class 15 contains 9794 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 7494 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 20 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555129.000000 Penalty: 31622.220703
Iteration 61Q: 17 clusters Score -1.055513e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 17067 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 20 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555134.000000 Penalty: 31622.220703
Iteration 62Q: 17 clusters Score -1.055513e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 8255 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 17680 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 7452 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 20 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555137.000000 Penalty: 31622.220703
Iteration 63Q: 17 clusters Score -1.055514e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 3 contains 7633 members 
Mstep: Class 4 contains 8243 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 17683 members 
Mstep: Class 8 contains 13946 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 20 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555177.000000 Penalty: 31622.220703
Iteration 64Q: 17 clusters Score -1.055518e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 3 contains 7651 members 
Mstep: Class 4 contains 8231 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 17680 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 9782 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 20 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555191.000000 Penalty: 31622.220703
Iteration 65Q: 17 clusters Score -1.055519e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 13059 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 20 contains 6199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555210.000000 Penalty: 31622.220703
Iteration 66Q: 17 clusters Score -1.055521e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 17678 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 14 contains 2780 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 13060 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 20 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555239.000000 Penalty: 31622.220703
Iteration 67Q: 17 clusters Score -1.055524e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 8196 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 13954 members 
Mstep: Class 9 contains 7033 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8189 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 13064 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 20 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555260.000000 Penalty: 31622.220703
Iteration 68Q: 17 clusters Score -1.055526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 8190 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 17674 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 20 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555246.000000 Penalty: 31622.220703
Iteration 69Q: 17 clusters Score -1.055525e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 8182 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7385 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 20 contains 6164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555247.000000 Penalty: 31622.220703
Iteration 70Q: 17 clusters Score -1.055525e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 17672 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7036 members 
Mstep: Class 10 contains 17074 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 14 contains 2740 members 
Mstep: Class 15 contains 9761 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 20 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555241.000000 Penalty: 31622.220703
Iteration 71Q: 17 clusters Score -1.055524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 3 contains 7707 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 17670 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7036 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7372 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 20 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555228.000000 Penalty: 31622.220703
Iteration 72Q: 17 clusters Score -1.055523e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 8158 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 17670 members 
Mstep: Class 8 contains 13947 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 13070 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 20 contains 6157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555258.000000 Penalty: 31622.220703
Iteration 73Q: 17 clusters Score -1.055526e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 3547 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 17671 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 17069 members 
Mstep: Class 11 contains 8162 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 20 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555260.000000 Penalty: 31622.220703
Iteration 74Q: 17 clusters Score -1.055526e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 17068 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7348 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 20 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555246.000000 Penalty: 31622.220703
Iteration 75Q: 17 clusters Score -1.055525e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 3 contains 7780 members 
Mstep: Class 4 contains 8147 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 13070 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 20 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555241.000000 Penalty: 31622.220703
Iteration 76Q: 17 clusters Score -1.055524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 3 contains 7784 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 17666 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 17066 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 20 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555251.000000 Penalty: 31622.220703
Iteration 77Q: 17 clusters Score -1.055525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 4111 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 17066 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7331 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 20 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555260.000000 Penalty: 31622.220703
Iteration 78Q: 17 clusters Score -1.055526e+07 nChanged 34
Entering ConstructFrom: 
Score: -10555260.000000 Penalty: 31622.220703
Entering ConstructFrom: 
Trying to split cluster 1 (64083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Entering Unmasked Estep 
Score: -3726600.500000 Penalty: 1798.539307
	Iteration 0F: 2 clusters Score -3726600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3683751.500000 Penalty: 3597.078613
	Iteration 0F: 3 clusters Score -3683752 nChanged 30214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -3701030.500000 Penalty: 3597.078613
	Iteration 1F: 3 clusters Score -3701030 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -3701873.250000 Penalty: 3597.078613
	Iteration 2Q: 3 clusters Score -3701873 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3703229.250000 Penalty: 3597.078613
	Iteration 3Q: 3 clusters Score -3703229 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -3705353.750000 Penalty: 3597.078613
	Iteration 4F: 3 clusters Score -3705354 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -3708571.500000 Penalty: 3597.078613
	Iteration 5F: 3 clusters Score -3708572 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -3713026.500000 Penalty: 3597.078613
	Iteration 6F: 3 clusters Score -3713026 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -3717841.000000 Penalty: 3597.078613
	Iteration 7F: 3 clusters Score -3717841 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -3721390.750000 Penalty: 3597.078613
	Iteration 8F: 3 clusters Score -3721391 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -3723427.500000 Penalty: 3597.078613
	Iteration 9Q: 3 clusters Score -3723428 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -3724365.000000 Penalty: 3597.078613
	Iteration 10Q: 3 clusters Score -3724365 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -3724722.500000 Penalty: 3597.078613
	Iteration 11Q: 3 clusters Score -3724722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -3724880.250000 Penalty: 3597.078613
	Iteration 12Q: 3 clusters Score -3724880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -3724964.500000 Penalty: 3597.078613
	Iteration 13Q: 3 clusters Score -3724964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -3725012.500000 Penalty: 3597.078613
	Iteration 14Q: 3 clusters Score -3725012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -3725039.500000 Penalty: 3597.078613
	Iteration 15Q: 3 clusters Score -3725040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -3725055.750000 Penalty: 3597.078613
	Iteration 16Q: 3 clusters Score -3725056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -3725072.500000 Penalty: 3597.078613
	Iteration 17Q: 3 clusters Score -3725072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -3725084.750000 Penalty: 3597.078613
	Iteration 18Q: 3 clusters Score -3725085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -3725095.750000 Penalty: 3597.078613
	Iteration 19Q: 3 clusters Score -3725096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -3725094.500000 Penalty: 3597.078613
	Iteration 20F: 3 clusters Score -3725094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -3725094.000000 Penalty: 3597.078613
	Iteration 21Q: 3 clusters Score -3725094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -3725097.250000 Penalty: 3597.078613
	Iteration 22Q: 3 clusters Score -3725097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -3725097.250000 Penalty: 3597.078613
	Iteration 23F: 3 clusters Score -3725097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -432949.531250 Penalty: 1456.096924
	Iteration 0F: 2 clusters Score -432949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -427240.750000 Penalty: 2912.193848
	Iteration 0F: 3 clusters Score -427240.8 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -429000.812500 Penalty: 2912.193848
	Iteration 1F: 3 clusters Score -429000.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -429248.656250 Penalty: 2912.193848
	Iteration 2F: 3 clusters Score -429248.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -429447.687500 Penalty: 2912.193848
	Iteration 3F: 3 clusters Score -429447.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -429622.718750 Penalty: 2912.193848
	Iteration 4Q: 3 clusters Score -429622.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -429796.281250 Penalty: 2912.193848
	Iteration 5Q: 3 clusters Score -429796.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -429973.000000 Penalty: 2912.193848
	Iteration 6Q: 3 clusters Score -429973 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430160.468750 Penalty: 2912.193848
	Iteration 7Q: 3 clusters Score -430160.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -430342.875000 Penalty: 2912.193848
	Iteration 8Q: 3 clusters Score -430342.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -430557.062500 Penalty: 2912.193848
	Iteration 9Q: 3 clusters Score -430557.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -430762.218750 Penalty: 2912.193848
	Iteration 10Q: 3 clusters Score -430762.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -430949.812500 Penalty: 2912.193848
	Iteration 11Q: 3 clusters Score -430949.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -431085.187500 Penalty: 2912.193848
	Iteration 12Q: 3 clusters Score -431085.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -431201.187500 Penalty: 2912.193848
	Iteration 13Q: 3 clusters Score -431201.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -431287.218750 Penalty: 2912.193848
	Iteration 14Q: 3 clusters Score -431287.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -431352.718750 Penalty: 2912.193848
	Iteration 15Q: 3 clusters Score -431352.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -431417.187500 Penalty: 2912.193848
	Iteration 16Q: 3 clusters Score -431417.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -431454.781250 Penalty: 2912.193848
	Iteration 17Q: 3 clusters Score -431454.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -431481.406250 Penalty: 2912.193848
	Iteration 18Q: 3 clusters Score -431481.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -431505.906250 Penalty: 2912.193848
	Iteration 19Q: 3 clusters Score -431505.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -431528.125000 Penalty: 2912.193848
	Iteration 20F: 3 clusters Score -431528.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -431550.843750 Penalty: 2912.193848
	Iteration 21Q: 3 clusters Score -431550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -431570.156250 Penalty: 2912.193848
	Iteration 22Q: 3 clusters Score -431570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -431583.562500 Penalty: 2912.193848
	Iteration 23Q: 3 clusters Score -431583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -431594.906250 Penalty: 2912.193848
	Iteration 24Q: 3 clusters Score -431594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -431604.093750 Penalty: 2912.193848
	Iteration 25Q: 3 clusters Score -431604.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -431610.218750 Penalty: 2912.193848
	Iteration 26Q: 3 clusters Score -431610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -431614.593750 Penalty: 2912.193848
	Iteration 27Q: 3 clusters Score -431614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -431619.343750 Penalty: 2912.193848
	Iteration 28Q: 3 clusters Score -431619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -431630.187500 Penalty: 2912.193848
	Iteration 29Q: 3 clusters Score -431630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -431638.156250 Penalty: 2912.193848
	Iteration 30Q: 3 clusters Score -431638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -431640.187500 Penalty: 2912.193848
	Iteration 31Q: 3 clusters Score -431640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -431643.875000 Penalty: 2912.193848
	Iteration 32Q: 3 clusters Score -431643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -431648.468750 Penalty: 2912.193848
	Iteration 33Q: 3 clusters Score -431648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -431650.875000 Penalty: 2912.193848
	Iteration 34Q: 3 clusters Score -431650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -431654.062500 Penalty: 2912.193848
	Iteration 35Q: 3 clusters Score -431654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -431654.531250 Penalty: 2912.193848
	Iteration 36Q: 3 clusters Score -431654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -431658.250000 Penalty: 2912.193848
	Iteration 37Q: 3 clusters Score -431658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -431659.937500 Penalty: 2912.193848
	Iteration 38Q: 3 clusters Score -431659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -431661.875000 Penalty: 2912.193848
	Iteration 39Q: 3 clusters Score -431661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -431663.093750 Penalty: 2912.193848
	Iteration 40F: 3 clusters Score -431663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -431665.531250 Penalty: 2912.193848
	Iteration 41Q: 3 clusters Score -431665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -431667.312500 Penalty: 2912.193848
	Iteration 42Q: 3 clusters Score -431667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -431667.750000 Penalty: 2912.193848
	Iteration 43Q: 3 clusters Score -431667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -431667.750000 Penalty: 2912.193848
	Iteration 44F: 3 clusters Score -431667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -440110.312500 Penalty: 1463.238647
	Iteration 0F: 2 clusters Score -440110.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -434222.156250 Penalty: 2926.477295
	Iteration 0F: 3 clusters Score -434222.2 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -435949.625000 Penalty: 2926.477295
	Iteration 1F: 3 clusters Score -435949.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -436133.718750 Penalty: 2926.477295
	Iteration 2F: 3 clusters Score -436133.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -436266.687500 Penalty: 2926.477295
	Iteration 3Q: 3 clusters Score -436266.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -436365.843750 Penalty: 2926.477295
	Iteration 4Q: 3 clusters Score -436365.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -436452.406250 Penalty: 2926.477295
	Iteration 5Q: 3 clusters Score -436452.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -436518.031250 Penalty: 2926.477295
	Iteration 6Q: 3 clusters Score -436518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -436594.562500 Penalty: 2926.477295
	Iteration 7Q: 3 clusters Score -436594.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -436673.750000 Penalty: 2926.477295
	Iteration 8Q: 3 clusters Score -436673.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -436749.500000 Penalty: 2926.477295
	Iteration 9Q: 3 clusters Score -436749.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -436831.875000 Penalty: 2926.477295
	Iteration 10Q: 3 clusters Score -436831.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -436940.625000 Penalty: 2926.477295
	Iteration 11Q: 3 clusters Score -436940.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -437078.875000 Penalty: 2926.477295
	Iteration 12Q: 3 clusters Score -437078.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -437245.718750 Penalty: 2926.477295
	Iteration 13Q: 3 clusters Score -437245.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -437442.093750 Penalty: 2926.477295
	Iteration 14Q: 3 clusters Score -437442.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -437643.031250 Penalty: 2926.477295
	Iteration 15Q: 3 clusters Score -437643 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -437812.937500 Penalty: 2926.477295
	Iteration 16Q: 3 clusters Score -437812.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437979.625000 Penalty: 2926.477295
	Iteration 17Q: 3 clusters Score -437979.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -438133.531250 Penalty: 2926.477295
	Iteration 18Q: 3 clusters Score -438133.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -438248.906250 Penalty: 2926.477295
	Iteration 19Q: 3 clusters Score -438248.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -438341.781250 Penalty: 2926.477295
	Iteration 20F: 3 clusters Score -438341.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -438418.281250 Penalty: 2926.477295
	Iteration 21Q: 3 clusters Score -438418.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -438468.406250 Penalty: 2926.477295
	Iteration 22Q: 3 clusters Score -438468.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -438514.000000 Penalty: 2926.477295
	Iteration 23Q: 3 clusters Score -438514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -438567.875000 Penalty: 2926.477295
	Iteration 24Q: 3 clusters Score -438567.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -438607.125000 Penalty: 2926.477295
	Iteration 25Q: 3 clusters Score -438607.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -438646.500000 Penalty: 2926.477295
	Iteration 26Q: 3 clusters Score -438646.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -438674.750000 Penalty: 2926.477295
	Iteration 27Q: 3 clusters Score -438674.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -438696.937500 Penalty: 2926.477295
	Iteration 28Q: 3 clusters Score -438696.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -438711.343750 Penalty: 2926.477295
	Iteration 29Q: 3 clusters Score -438711.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -438727.281250 Penalty: 2926.477295
	Iteration 30Q: 3 clusters Score -438727.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -438740.843750 Penalty: 2926.477295
	Iteration 31Q: 3 clusters Score -438740.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -438754.437500 Penalty: 2926.477295
	Iteration 32Q: 3 clusters Score -438754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -438765.218750 Penalty: 2926.477295
	Iteration 33Q: 3 clusters Score -438765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -438776.625000 Penalty: 2926.477295
	Iteration 34Q: 3 clusters Score -438776.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -438780.906250 Penalty: 2926.477295
	Iteration 35Q: 3 clusters Score -438780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -438782.875000 Penalty: 2926.477295
	Iteration 36Q: 3 clusters Score -438782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -438785.718750 Penalty: 2926.477295
	Iteration 37Q: 3 clusters Score -438785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -438788.906250 Penalty: 2926.477295
	Iteration 38Q: 3 clusters Score -438788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -438791.500000 Penalty: 2926.477295
	Iteration 39Q: 3 clusters Score -438791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -438792.718750 Penalty: 2926.477295
	Iteration 40F: 3 clusters Score -438792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -438793.343750 Penalty: 2926.477295
	Iteration 41Q: 3 clusters Score -438793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -438794.781250 Penalty: 2926.477295
	Iteration 42Q: 3 clusters Score -438794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -438795.906250 Penalty: 2926.477295
	Iteration 43Q: 3 clusters Score -438795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -438796.218750 Penalty: 2926.477295
	Iteration 44Q: 3 clusters Score -438796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -438797.281250 Penalty: 2926.477295
	Iteration 45Q: 3 clusters Score -438797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -438799.406250 Penalty: 2926.477295
	Iteration 46Q: 3 clusters Score -438799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -438799.906250 Penalty: 2926.477295
	Iteration 47Q: 3 clusters Score -438799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -438800.906250 Penalty: 2926.477295
	Iteration 48Q: 3 clusters Score -438800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -438801.843750 Penalty: 2926.477295
	Iteration 49Q: 3 clusters Score -438801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -438801.843750 Penalty: 2926.477295
	Iteration 50F: 3 clusters Score -438801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Entering Unmasked Estep 
Score: -176278.687500 Penalty: 1327.563232
	Iteration 0F: 2 clusters Score -176278.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -173226.375000 Penalty: 2655.126465
	Iteration 0F: 3 clusters Score -173226.4 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -174082.078125 Penalty: 2655.126465
	Iteration 1F: 3 clusters Score -174082.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -174324.406250 Penalty: 2655.126465
	Iteration 2F: 3 clusters Score -174324.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -174493.937500 Penalty: 2655.126465
	Iteration 3F: 3 clusters Score -174493.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -174600.640625 Penalty: 2655.126465
	Iteration 4Q: 3 clusters Score -174600.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174682.562500 Penalty: 2655.126465
	Iteration 5Q: 3 clusters Score -174682.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -174752.906250 Penalty: 2655.126465
	Iteration 6Q: 3 clusters Score -174752.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -174828.968750 Penalty: 2655.126465
	Iteration 7Q: 3 clusters Score -174829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -174880.140625 Penalty: 2655.126465
	Iteration 8Q: 3 clusters Score -174880.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -174910.437500 Penalty: 2655.126465
	Iteration 9Q: 3 clusters Score -174910.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -174934.234375 Penalty: 2655.126465
	Iteration 10Q: 3 clusters Score -174934.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -174962.062500 Penalty: 2655.126465
	Iteration 11Q: 3 clusters Score -174962.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -174978.500000 Penalty: 2655.126465
	Iteration 12Q: 3 clusters Score -174978.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -174993.281250 Penalty: 2655.126465
	Iteration 13Q: 3 clusters Score -174993.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -175003.671875 Penalty: 2655.126465
	Iteration 14Q: 3 clusters Score -175003.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -175012.015625 Penalty: 2655.126465
	Iteration 15Q: 3 clusters Score -175012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -175020.937500 Penalty: 2655.126465
	Iteration 16Q: 3 clusters Score -175020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -175031.078125 Penalty: 2655.126465
	Iteration 17Q: 3 clusters Score -175031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -175038.406250 Penalty: 2655.126465
	Iteration 18Q: 3 clusters Score -175038.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -175045.937500 Penalty: 2655.126465
	Iteration 19Q: 3 clusters Score -175045.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -175054.703125 Penalty: 2655.126465
	Iteration 20F: 3 clusters Score -175054.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -175063.296875 Penalty: 2655.126465
	Iteration 21Q: 3 clusters Score -175063.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -175071.218750 Penalty: 2655.126465
	Iteration 22Q: 3 clusters Score -175071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -175078.750000 Penalty: 2655.126465
	Iteration 23Q: 3 clusters Score -175078.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -175084.875000 Penalty: 2655.126465
	Iteration 24Q: 3 clusters Score -175084.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -175089.625000 Penalty: 2655.126465
	Iteration 25Q: 3 clusters Score -175089.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -175094.703125 Penalty: 2655.126465
	Iteration 26Q: 3 clusters Score -175094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -175097.734375 Penalty: 2655.126465
	Iteration 27Q: 3 clusters Score -175097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -175100.828125 Penalty: 2655.126465
	Iteration 28Q: 3 clusters Score -175100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -175104.906250 Penalty: 2655.126465
	Iteration 29Q: 3 clusters Score -175104.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -175109.859375 Penalty: 2655.126465
	Iteration 30Q: 3 clusters Score -175109.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -175115.140625 Penalty: 2655.126465
	Iteration 31Q: 3 clusters Score -175115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -175118.656250 Penalty: 2655.126465
	Iteration 32Q: 3 clusters Score -175118.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -175122.796875 Penalty: 2655.126465
	Iteration 33Q: 3 clusters Score -175122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -175124.281250 Penalty: 2655.126465
	Iteration 34Q: 3 clusters Score -175124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -175126.078125 Penalty: 2655.126465
	Iteration 35Q: 3 clusters Score -175126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -175127.609375 Penalty: 2655.126465
	Iteration 36Q: 3 clusters Score -175127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -175128.281250 Penalty: 2655.126465
	Iteration 37Q: 3 clusters Score -175128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -175129.593750 Penalty: 2655.126465
	Iteration 38Q: 3 clusters Score -175129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -175130.078125 Penalty: 2655.126465
	Iteration 39Q: 3 clusters Score -175130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -175130.640625 Penalty: 2655.126465
	Iteration 40F: 3 clusters Score -175130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -175130.937500 Penalty: 2655.126465
	Iteration 41Q: 3 clusters Score -175130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175131.046875 Penalty: 2655.126465
	Iteration 42Q: 3 clusters Score -175131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175131.046875 Penalty: 2655.126465
	Iteration 43F: 3 clusters Score -175131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -207909.609375 Penalty: 1352.310059
	Iteration 0F: 2 clusters Score -207909.6 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 2070 members 
Entering Unmasked Estep 
Score: -204469.390625 Penalty: 2704.620117
	Iteration 0F: 3 clusters Score -204469.4 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -205432.750000 Penalty: 2704.620117
	Iteration 1F: 3 clusters Score -205432.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -205726.984375 Penalty: 2704.620117
	Iteration 2F: 3 clusters Score -205727 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -206025.937500 Penalty: 2704.620117
	Iteration 3F: 3 clusters Score -206025.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -206312.234375 Penalty: 2704.620117
	Iteration 4F: 3 clusters Score -206312.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -206584.921875 Penalty: 2704.620117
	Iteration 5F: 3 clusters Score -206584.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -206826.031250 Penalty: 2704.620117
	Iteration 6F: 3 clusters Score -206826 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -206982.515625 Penalty: 2704.620117
	Iteration 7Q: 3 clusters Score -206982.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -207093.281250 Penalty: 2704.620117
	Iteration 8Q: 3 clusters Score -207093.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -207161.921875 Penalty: 2704.620117
	Iteration 9Q: 3 clusters Score -207161.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -207207.421875 Penalty: 2704.620117
	Iteration 10Q: 3 clusters Score -207207.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -207241.453125 Penalty: 2704.620117
	Iteration 11Q: 3 clusters Score -207241.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -207264.015625 Penalty: 2704.620117
	Iteration 12Q: 3 clusters Score -207264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -207276.296875 Penalty: 2704.620117
	Iteration 13Q: 3 clusters Score -207276.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -207285.125000 Penalty: 2704.620117
	Iteration 14Q: 3 clusters Score -207285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -207299.671875 Penalty: 2704.620117
	Iteration 15Q: 3 clusters Score -207299.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -207313.953125 Penalty: 2704.620117
	Iteration 16Q: 3 clusters Score -207314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -207333.875000 Penalty: 2704.620117
	Iteration 17Q: 3 clusters Score -207333.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -207360.562500 Penalty: 2704.620117
	Iteration 18Q: 3 clusters Score -207360.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -207389.390625 Penalty: 2704.620117
	Iteration 19Q: 3 clusters Score -207389.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -207406.468750 Penalty: 2704.620117
	Iteration 20F: 3 clusters Score -207406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -207414.515625 Penalty: 2704.620117
	Iteration 21Q: 3 clusters Score -207414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -207419.250000 Penalty: 2704.620117
	Iteration 22Q: 3 clusters Score -207419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -207422.421875 Penalty: 2704.620117
	Iteration 23Q: 3 clusters Score -207422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -207424.500000 Penalty: 2704.620117
	Iteration 24Q: 3 clusters Score -207424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -207425.406250 Penalty: 2704.620117
	Iteration 25Q: 3 clusters Score -207425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -207427.140625 Penalty: 2704.620117
	Iteration 26Q: 3 clusters Score -207427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -207427.875000 Penalty: 2704.620117
	Iteration 27Q: 3 clusters Score -207427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -207428.375000 Penalty: 2704.620117
	Iteration 28Q: 3 clusters Score -207428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -207428.375000 Penalty: 2704.620117
	Iteration 29F: 3 clusters Score -207428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Entering Unmasked Estep 
Score: -1045200.250000 Penalty: 1589.161255
	Iteration 0F: 2 clusters Score -1045200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1033065.562500 Penalty: 3178.322510
	Iteration 0F: 3 clusters Score -1033066 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1037396.875000 Penalty: 3178.322510
	Iteration 1F: 3 clusters Score -1037397 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1037788.812500 Penalty: 3178.322510
	Iteration 2F: 3 clusters Score -1037789 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1038166.500000 Penalty: 3178.322510
	Iteration 3F: 3 clusters Score -1038166 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1038543.875000 Penalty: 3178.322510
	Iteration 4Q: 3 clusters Score -1038544 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1038943.437500 Penalty: 3178.322510
	Iteration 5Q: 3 clusters Score -1038943 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1039343.937500 Penalty: 3178.322510
	Iteration 6Q: 3 clusters Score -1039344 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1039751.312500 Penalty: 3178.322510
	Iteration 7Q: 3 clusters Score -1039751 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1040183.312500 Penalty: 3178.322510
	Iteration 8Q: 3 clusters Score -1040183 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1040625.812500 Penalty: 3178.322510
	Iteration 9Q: 3 clusters Score -1040626 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1040999.062500 Penalty: 3178.322510
	Iteration 10Q: 3 clusters Score -1040999 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1041346.562500 Penalty: 3178.322510
	Iteration 11Q: 3 clusters Score -1041347 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1041627.125000 Penalty: 3178.322510
	Iteration 12Q: 3 clusters Score -1041627 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1041897.625000 Penalty: 3178.322510
	Iteration 13Q: 3 clusters Score -1041898 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1042145.750000 Penalty: 3178.322510
	Iteration 14Q: 3 clusters Score -1042146 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1042334.750000 Penalty: 3178.322510
	Iteration 15Q: 3 clusters Score -1042335 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1042464.125000 Penalty: 3178.322510
	Iteration 16Q: 3 clusters Score -1042464 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1042553.937500 Penalty: 3178.322510
	Iteration 17Q: 3 clusters Score -1042554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1042616.750000 Penalty: 3178.322510
	Iteration 18Q: 3 clusters Score -1042617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1042668.312500 Penalty: 3178.322510
	Iteration 19Q: 3 clusters Score -1042668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1042714.312500 Penalty: 3178.322510
	Iteration 20F: 3 clusters Score -1042714 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1042748.062500 Penalty: 3178.322510
	Iteration 21Q: 3 clusters Score -1042748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1042783.000000 Penalty: 3178.322510
	Iteration 22Q: 3 clusters Score -1042783 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1042817.062500 Penalty: 3178.322510
	Iteration 23Q: 3 clusters Score -1042817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1042843.125000 Penalty: 3178.322510
	Iteration 24Q: 3 clusters Score -1042843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1042869.875000 Penalty: 3178.322510
	Iteration 25Q: 3 clusters Score -1042870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1042891.250000 Penalty: 3178.322510
	Iteration 26Q: 3 clusters Score -1042891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1042907.062500 Penalty: 3178.322510
	Iteration 27Q: 3 clusters Score -1042907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1042929.437500 Penalty: 3178.322510
	Iteration 28Q: 3 clusters Score -1042929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1042939.437500 Penalty: 3178.322510
	Iteration 29Q: 3 clusters Score -1042939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1042958.125000 Penalty: 3178.322510
	Iteration 30Q: 3 clusters Score -1042958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1042972.312500 Penalty: 3178.322510
	Iteration 31Q: 3 clusters Score -1042972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1042985.312500 Penalty: 3178.322510
	Iteration 32Q: 3 clusters Score -1042985 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1043007.062500 Penalty: 3178.322510
	Iteration 33Q: 3 clusters Score -1043007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1043023.000000 Penalty: 3178.322510
	Iteration 34Q: 3 clusters Score -1043023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1043042.250000 Penalty: 3178.322510
	Iteration 35Q: 3 clusters Score -1043042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1043064.750000 Penalty: 3178.322510
	Iteration 36Q: 3 clusters Score -1043065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1043076.875000 Penalty: 3178.322510
	Iteration 37Q: 3 clusters Score -1043077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1043090.375000 Penalty: 3178.322510
	Iteration 38Q: 3 clusters Score -1043090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1043103.187500 Penalty: 3178.322510
	Iteration 39Q: 3 clusters Score -1043103 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1043114.500000 Penalty: 3178.322510
	Iteration 40F: 3 clusters Score -1043114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1043125.500000 Penalty: 3178.322510
	Iteration 41Q: 3 clusters Score -1043126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1043140.375000 Penalty: 3178.322510
	Iteration 42Q: 3 clusters Score -1043140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1043150.437500 Penalty: 3178.322510
	Iteration 43Q: 3 clusters Score -1043150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1043164.812500 Penalty: 3178.322510
	Iteration 44Q: 3 clusters Score -1043165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1043170.375000 Penalty: 3178.322510
	Iteration 45Q: 3 clusters Score -1043170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1043177.125000 Penalty: 3178.322510
	Iteration 46Q: 3 clusters Score -1043177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1043184.937500 Penalty: 3178.322510
	Iteration 47Q: 3 clusters Score -1043185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1043195.437500 Penalty: 3178.322510
	Iteration 48Q: 3 clusters Score -1043195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1043203.687500 Penalty: 3178.322510
	Iteration 49Q: 3 clusters Score -1043204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1043204.562500 Penalty: 3178.322510
	Iteration 50Q: 3 clusters Score -1043205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1043213.437500 Penalty: 3178.322510
	Iteration 51Q: 3 clusters Score -1043213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1043221.875000 Penalty: 3178.322510
	Iteration 52Q: 3 clusters Score -1043222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1043229.625000 Penalty: 3178.322510
	Iteration 53Q: 3 clusters Score -1043230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1043240.875000 Penalty: 3178.322510
	Iteration 54Q: 3 clusters Score -1043241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1043256.562500 Penalty: 3178.322510
	Iteration 55Q: 3 clusters Score -1043257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1043273.625000 Penalty: 3178.322510
	Iteration 56Q: 3 clusters Score -1043274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1043289.750000 Penalty: 3178.322510
	Iteration 57Q: 3 clusters Score -1043290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1043302.250000 Penalty: 3178.322510
	Iteration 58Q: 3 clusters Score -1043302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1043310.500000 Penalty: 3178.322510
	Iteration 59Q: 3 clusters Score -1043310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1043316.375000 Penalty: 3178.322510
	Iteration 60F: 3 clusters Score -1043316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1043324.875000 Penalty: 3178.322510
	Iteration 61Q: 3 clusters Score -1043325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1043329.187500 Penalty: 3178.322510
	Iteration 62Q: 3 clusters Score -1043329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1043328.750000 Penalty: 3178.322510
	Iteration 63Q: 3 clusters Score -1043329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1043334.312500 Penalty: 3178.322510
	Iteration 64Q: 3 clusters Score -1043334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1043338.687500 Penalty: 3178.322510
	Iteration 65Q: 3 clusters Score -1043339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1043342.000000 Penalty: 3178.322510
	Iteration 66Q: 3 clusters Score -1043342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1043346.375000 Penalty: 3178.322510
	Iteration 67Q: 3 clusters Score -1043346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1043355.812500 Penalty: 3178.322510
	Iteration 68Q: 3 clusters Score -1043356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1043360.375000 Penalty: 3178.322510
	Iteration 69Q: 3 clusters Score -1043360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1043373.562500 Penalty: 3178.322510
	Iteration 70Q: 3 clusters Score -1043374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1043382.125000 Penalty: 3178.322510
	Iteration 71Q: 3 clusters Score -1043382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1043392.875000 Penalty: 3178.322510
	Iteration 72Q: 3 clusters Score -1043393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1043395.500000 Penalty: 3178.322510
	Iteration 73Q: 3 clusters Score -1043396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1043405.937500 Penalty: 3178.322510
	Iteration 74Q: 3 clusters Score -1043406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1043419.500000 Penalty: 3178.322510
	Iteration 75Q: 3 clusters Score -1043420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1043424.812500 Penalty: 3178.322510
	Iteration 76Q: 3 clusters Score -1043425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1043438.937500 Penalty: 3178.322510
	Iteration 77Q: 3 clusters Score -1043439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1043450.375000 Penalty: 3178.322510
	Iteration 78Q: 3 clusters Score -1043450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1043465.000000 Penalty: 3178.322510
	Iteration 79Q: 3 clusters Score -1043465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1043480.312500 Penalty: 3178.322510
	Iteration 80F: 3 clusters Score -1043480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1043496.625000 Penalty: 3178.322510
	Iteration 81Q: 3 clusters Score -1043497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1043516.250000 Penalty: 3178.322510
	Iteration 82Q: 3 clusters Score -1043516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1043532.687500 Penalty: 3178.322510
	Iteration 83Q: 3 clusters Score -1043533 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1043549.625000 Penalty: 3178.322510
	Iteration 84Q: 3 clusters Score -1043550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1043568.812500 Penalty: 3178.322510
	Iteration 85Q: 3 clusters Score -1043569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1043584.812500 Penalty: 3178.322510
	Iteration 86Q: 3 clusters Score -1043585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1043603.062500 Penalty: 3178.322510
	Iteration 87Q: 3 clusters Score -1043603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1043620.687500 Penalty: 3178.322510
	Iteration 88Q: 3 clusters Score -1043621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1043633.437500 Penalty: 3178.322510
	Iteration 89Q: 3 clusters Score -1043633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1043660.437500 Penalty: 3178.322510
	Iteration 90Q: 3 clusters Score -1043660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1043679.375000 Penalty: 3178.322510
	Iteration 91Q: 3 clusters Score -1043679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1043694.812500 Penalty: 3178.322510
	Iteration 92Q: 3 clusters Score -1043695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1043708.687500 Penalty: 3178.322510
	Iteration 93Q: 3 clusters Score -1043709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1043715.812500 Penalty: 3178.322510
	Iteration 94Q: 3 clusters Score -1043716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1043726.687500 Penalty: 3178.322510
	Iteration 95Q: 3 clusters Score -1043727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1043736.937500 Penalty: 3178.322510
	Iteration 96Q: 3 clusters Score -1043737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1043741.250000 Penalty: 3178.322510
	Iteration 97Q: 3 clusters Score -1043741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1043743.750000 Penalty: 3178.322510
	Iteration 98Q: 3 clusters Score -1043744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1043750.500000 Penalty: 3178.322510
	Iteration 99Q: 3 clusters Score -1043750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1043753.875000 Penalty: 3178.322510
	Iteration 100F: 3 clusters Score -1043754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1043762.687500 Penalty: 3178.322510
	Iteration 101Q: 3 clusters Score -1043763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1043769.000000 Penalty: 3178.322510
	Iteration 102Q: 3 clusters Score -1043769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1043774.562500 Penalty: 3178.322510
	Iteration 103Q: 3 clusters Score -1043775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1043782.125000 Penalty: 3178.322510
	Iteration 104Q: 3 clusters Score -1043782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1043786.812500 Penalty: 3178.322510
	Iteration 105Q: 3 clusters Score -1043787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1043792.562500 Penalty: 3178.322510
	Iteration 106Q: 3 clusters Score -1043793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1043796.562500 Penalty: 3178.322510
	Iteration 107Q: 3 clusters Score -1043797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1043803.562500 Penalty: 3178.322510
	Iteration 108Q: 3 clusters Score -1043804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1043811.062500 Penalty: 3178.322510
	Iteration 109Q: 3 clusters Score -1043811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1043816.562500 Penalty: 3178.322510
	Iteration 110Q: 3 clusters Score -1043817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1043822.000000 Penalty: 3178.322510
	Iteration 111Q: 3 clusters Score -1043822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1043825.000000 Penalty: 3178.322510
	Iteration 112Q: 3 clusters Score -1043825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1043832.187500 Penalty: 3178.322510
	Iteration 113Q: 3 clusters Score -1043832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1043836.437500 Penalty: 3178.322510
	Iteration 114Q: 3 clusters Score -1043836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1043839.562500 Penalty: 3178.322510
	Iteration 115Q: 3 clusters Score -1043840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1043846.500000 Penalty: 3178.322510
	Iteration 116Q: 3 clusters Score -1043846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1043852.375000 Penalty: 3178.322510
	Iteration 117Q: 3 clusters Score -1043852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1043858.812500 Penalty: 3178.322510
	Iteration 118Q: 3 clusters Score -1043859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1043868.000000 Penalty: 3178.322510
	Iteration 119Q: 3 clusters Score -1043868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1043875.750000 Penalty: 3178.322510
	Iteration 120F: 3 clusters Score -1043876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1043882.437500 Penalty: 3178.322510
	Iteration 121Q: 3 clusters Score -1043882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1043889.812500 Penalty: 3178.322510
	Iteration 122Q: 3 clusters Score -1043890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1043896.750000 Penalty: 3178.322510
	Iteration 123Q: 3 clusters Score -1043897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1043905.625000 Penalty: 3178.322510
	Iteration 124Q: 3 clusters Score -1043906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1043913.562500 Penalty: 3178.322510
	Iteration 125Q: 3 clusters Score -1043914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1043918.000000 Penalty: 3178.322510
	Iteration 126Q: 3 clusters Score -1043918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1043924.437500 Penalty: 3178.322510
	Iteration 127Q: 3 clusters Score -1043924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1043925.125000 Penalty: 3178.322510
	Iteration 128Q: 3 clusters Score -1043925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1043929.000000 Penalty: 3178.322510
	Iteration 129Q: 3 clusters Score -1043929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1043930.937500 Penalty: 3178.322510
	Iteration 130Q: 3 clusters Score -1043931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1043931.187500 Penalty: 3178.322510
	Iteration 131Q: 3 clusters Score -1043931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1043934.125000 Penalty: 3178.322510
	Iteration 132Q: 3 clusters Score -1043934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1043936.000000 Penalty: 3178.322510
	Iteration 133Q: 3 clusters Score -1043936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1043939.125000 Penalty: 3178.322510
	Iteration 134Q: 3 clusters Score -1043939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1043942.312500 Penalty: 3178.322510
	Iteration 135Q: 3 clusters Score -1043942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1043944.375000 Penalty: 3178.322510
	Iteration 136Q: 3 clusters Score -1043944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1043945.125000 Penalty: 3178.322510
	Iteration 137Q: 3 clusters Score -1043945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1043945.312500 Penalty: 3178.322510
	Iteration 138Q: 3 clusters Score -1043945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1043948.062500 Penalty: 3178.322510
	Iteration 139Q: 3 clusters Score -1043948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1043947.812500 Penalty: 3178.322510
	Iteration 140F: 3 clusters Score -1043948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1043949.562500 Penalty: 3178.322510
	Iteration 141Q: 3 clusters Score -1043950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1043953.062500 Penalty: 3178.322510
	Iteration 142Q: 3 clusters Score -1043953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1043953.812500 Penalty: 3178.322510
	Iteration 143Q: 3 clusters Score -1043954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1043954.500000 Penalty: 3178.322510
	Iteration 144Q: 3 clusters Score -1043954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1043959.625000 Penalty: 3178.322510
	Iteration 145Q: 3 clusters Score -1043960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1043958.312500 Penalty: 3178.322510
	Iteration 146Q: 3 clusters Score -1043958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1043959.812500 Penalty: 3178.322510
	Iteration 147Q: 3 clusters Score -1043960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1043959.375000 Penalty: 3178.322510
	Iteration 148Q: 3 clusters Score -1043959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1043959.375000 Penalty: 3178.322510
	Iteration 149F: 3 clusters Score -1043959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -786857.250000 Penalty: 1550.612427
	Iteration 0F: 2 clusters Score -786857.2 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 7003 members 
Entering Unmasked Estep 
Score: -777262.437500 Penalty: 3101.224854
	Iteration 0F: 3 clusters Score -777262.4 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -780551.250000 Penalty: 3101.224854
	Iteration 1F: 3 clusters Score -780551.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -780853.687500 Penalty: 3101.224854
	Iteration 2F: 3 clusters Score -780853.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -781136.500000 Penalty: 3101.224854
	Iteration 3Q: 3 clusters Score -781136.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -781431.437500 Penalty: 3101.224854
	Iteration 4Q: 3 clusters Score -781431.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -781706.187500 Penalty: 3101.224854
	Iteration 5Q: 3 clusters Score -781706.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -782002.062500 Penalty: 3101.224854
	Iteration 6Q: 3 clusters Score -782002.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -782346.812500 Penalty: 3101.224854
	Iteration 7Q: 3 clusters Score -782346.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -782720.250000 Penalty: 3101.224854
	Iteration 8Q: 3 clusters Score -782720.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -783105.125000 Penalty: 3101.224854
	Iteration 9Q: 3 clusters Score -783105.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -783489.125000 Penalty: 3101.224854
	Iteration 10Q: 3 clusters Score -783489.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -783823.000000 Penalty: 3101.224854
	Iteration 11Q: 3 clusters Score -783823 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -784123.875000 Penalty: 3101.224854
	Iteration 12Q: 3 clusters Score -784123.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -784389.312500 Penalty: 3101.224854
	Iteration 13Q: 3 clusters Score -784389.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -784616.687500 Penalty: 3101.224854
	Iteration 14Q: 3 clusters Score -784616.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -784832.625000 Penalty: 3101.224854
	Iteration 15Q: 3 clusters Score -784832.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -785053.312500 Penalty: 3101.224854
	Iteration 16Q: 3 clusters Score -785053.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -785249.375000 Penalty: 3101.224854
	Iteration 17Q: 3 clusters Score -785249.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -785436.312500 Penalty: 3101.224854
	Iteration 18Q: 3 clusters Score -785436.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -785566.437500 Penalty: 3101.224854
	Iteration 19Q: 3 clusters Score -785566.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -785685.187500 Penalty: 3101.224854
	Iteration 20F: 3 clusters Score -785685.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -785785.437500 Penalty: 3101.224854
	Iteration 21Q: 3 clusters Score -785785.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -785868.437500 Penalty: 3101.224854
	Iteration 22Q: 3 clusters Score -785868.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -785942.125000 Penalty: 3101.224854
	Iteration 23Q: 3 clusters Score -785942.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -785994.812500 Penalty: 3101.224854
	Iteration 24Q: 3 clusters Score -785994.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -786041.500000 Penalty: 3101.224854
	Iteration 25Q: 3 clusters Score -786041.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -786076.000000 Penalty: 3101.224854
	Iteration 26Q: 3 clusters Score -786076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -786108.437500 Penalty: 3101.224854
	Iteration 27Q: 3 clusters Score -786108.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -786141.875000 Penalty: 3101.224854
	Iteration 28Q: 3 clusters Score -786141.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -786169.875000 Penalty: 3101.224854
	Iteration 29Q: 3 clusters Score -786169.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -786188.375000 Penalty: 3101.224854
	Iteration 30Q: 3 clusters Score -786188.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -786202.125000 Penalty: 3101.224854
	Iteration 31Q: 3 clusters Score -786202.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -786219.375000 Penalty: 3101.224854
	Iteration 32Q: 3 clusters Score -786219.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -786235.937500 Penalty: 3101.224854
	Iteration 33Q: 3 clusters Score -786235.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -786248.812500 Penalty: 3101.224854
	Iteration 34Q: 3 clusters Score -786248.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -786254.500000 Penalty: 3101.224854
	Iteration 35Q: 3 clusters Score -786254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -786259.750000 Penalty: 3101.224854
	Iteration 36Q: 3 clusters Score -786259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -786261.125000 Penalty: 3101.224854
	Iteration 37Q: 3 clusters Score -786261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -786261.562500 Penalty: 3101.224854
	Iteration 38Q: 3 clusters Score -786261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -786262.000000 Penalty: 3101.224854
	Iteration 39Q: 3 clusters Score -786262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -786261.562500 Penalty: 3101.224854
	Iteration 40F: 3 clusters Score -786261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -786264.750000 Penalty: 3101.224854
	Iteration 41Q: 3 clusters Score -786264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -786266.250000 Penalty: 3101.224854
	Iteration 42Q: 3 clusters Score -786266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -786266.062500 Penalty: 3101.224854
	Iteration 43Q: 3 clusters Score -786266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -786268.250000 Penalty: 3101.224854
	Iteration 44Q: 3 clusters Score -786268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -786269.125000 Penalty: 3101.224854
	Iteration 45Q: 3 clusters Score -786269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -786268.750000 Penalty: 3101.224854
	Iteration 46Q: 3 clusters Score -786268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -786271.937500 Penalty: 3101.224854
	Iteration 47Q: 3 clusters Score -786271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -786273.750000 Penalty: 3101.224854
	Iteration 48Q: 3 clusters Score -786273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -786273.750000 Penalty: 3101.224854
	Iteration 49Q: 3 clusters Score -786273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -786272.312500 Penalty: 3101.224854
	Iteration 50Q: 3 clusters Score -786272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -786272.687500 Penalty: 3101.224854
	Iteration 51Q: 3 clusters Score -786272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -786274.687500 Penalty: 3101.224854
	Iteration 52Q: 3 clusters Score -786274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -786272.875000 Penalty: 3101.224854
	Iteration 53Q: 3 clusters Score -786272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -786272.875000 Penalty: 3101.224854
	Iteration 54F: 3 clusters Score -786272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -409192.687500 Penalty: 1440.015381
	Iteration 0F: 2 clusters Score -409192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -403911.500000 Penalty: 2880.030762
	Iteration 0F: 3 clusters Score -403911.5 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -405611.781250 Penalty: 2880.030762
	Iteration 1F: 3 clusters Score -405611.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -405884.906250 Penalty: 2880.030762
	Iteration 2F: 3 clusters Score -405884.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -406101.812500 Penalty: 2880.030762
	Iteration 3F: 3 clusters Score -406101.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -406266.250000 Penalty: 2880.030762
	Iteration 4Q: 3 clusters Score -406266.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -406423.500000 Penalty: 2880.030762
	Iteration 5Q: 3 clusters Score -406423.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -406591.312500 Penalty: 2880.030762
	Iteration 6Q: 3 clusters Score -406591.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -406745.156250 Penalty: 2880.030762
	Iteration 7Q: 3 clusters Score -406745.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -406883.062500 Penalty: 2880.030762
	Iteration 8Q: 3 clusters Score -406883.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -407019.968750 Penalty: 2880.030762
	Iteration 9Q: 3 clusters Score -407020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -407173.906250 Penalty: 2880.030762
	Iteration 10Q: 3 clusters Score -407173.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -407299.875000 Penalty: 2880.030762
	Iteration 11Q: 3 clusters Score -407299.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -407397.906250 Penalty: 2880.030762
	Iteration 12Q: 3 clusters Score -407397.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -407464.718750 Penalty: 2880.030762
	Iteration 13Q: 3 clusters Score -407464.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -407516.343750 Penalty: 2880.030762
	Iteration 14Q: 3 clusters Score -407516.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -407564.125000 Penalty: 2880.030762
	Iteration 15Q: 3 clusters Score -407564.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -407614.843750 Penalty: 2880.030762
	Iteration 16Q: 3 clusters Score -407614.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -407673.781250 Penalty: 2880.030762
	Iteration 17Q: 3 clusters Score -407673.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -407740.968750 Penalty: 2880.030762
	Iteration 18Q: 3 clusters Score -407741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -407796.218750 Penalty: 2880.030762
	Iteration 19Q: 3 clusters Score -407796.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -407844.812500 Penalty: 2880.030762
	Iteration 20F: 3 clusters Score -407844.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -407885.843750 Penalty: 2880.030762
	Iteration 21Q: 3 clusters Score -407885.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -407919.468750 Penalty: 2880.030762
	Iteration 22Q: 3 clusters Score -407919.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -407959.468750 Penalty: 2880.030762
	Iteration 23Q: 3 clusters Score -407959.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -407987.125000 Penalty: 2880.030762
	Iteration 24Q: 3 clusters Score -407987.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -408005.843750 Penalty: 2880.030762
	Iteration 25Q: 3 clusters Score -408005.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -408022.875000 Penalty: 2880.030762
	Iteration 26Q: 3 clusters Score -408022.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -408037.343750 Penalty: 2880.030762
	Iteration 27Q: 3 clusters Score -408037.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -408054.781250 Penalty: 2880.030762
	Iteration 28Q: 3 clusters Score -408054.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -408073.312500 Penalty: 2880.030762
	Iteration 29Q: 3 clusters Score -408073.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -408090.375000 Penalty: 2880.030762
	Iteration 30Q: 3 clusters Score -408090.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -408104.125000 Penalty: 2880.030762
	Iteration 31Q: 3 clusters Score -408104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -408124.375000 Penalty: 2880.030762
	Iteration 32Q: 3 clusters Score -408124.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -408146.468750 Penalty: 2880.030762
	Iteration 33Q: 3 clusters Score -408146.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -408159.312500 Penalty: 2880.030762
	Iteration 34Q: 3 clusters Score -408159.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -408169.875000 Penalty: 2880.030762
	Iteration 35Q: 3 clusters Score -408169.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -408177.875000 Penalty: 2880.030762
	Iteration 36Q: 3 clusters Score -408177.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -408185.031250 Penalty: 2880.030762
	Iteration 37Q: 3 clusters Score -408185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -408191.218750 Penalty: 2880.030762
	Iteration 38Q: 3 clusters Score -408191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -408197.625000 Penalty: 2880.030762
	Iteration 39Q: 3 clusters Score -408197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -408201.781250 Penalty: 2880.030762
	Iteration 40F: 3 clusters Score -408201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -408206.718750 Penalty: 2880.030762
	Iteration 41Q: 3 clusters Score -408206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -408209.375000 Penalty: 2880.030762
	Iteration 42Q: 3 clusters Score -408209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -408212.000000 Penalty: 2880.030762
	Iteration 43Q: 3 clusters Score -408212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -408215.343750 Penalty: 2880.030762
	Iteration 44Q: 3 clusters Score -408215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -408216.750000 Penalty: 2880.030762
	Iteration 45Q: 3 clusters Score -408216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -408218.500000 Penalty: 2880.030762
	Iteration 46Q: 3 clusters Score -408218.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -408223.406250 Penalty: 2880.030762
	Iteration 47Q: 3 clusters Score -408223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -408232.843750 Penalty: 2880.030762
	Iteration 48Q: 3 clusters Score -408232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -408236.843750 Penalty: 2880.030762
	Iteration 49Q: 3 clusters Score -408236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -408240.812500 Penalty: 2880.030762
	Iteration 50Q: 3 clusters Score -408240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -408243.468750 Penalty: 2880.030762
	Iteration 51Q: 3 clusters Score -408243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -408245.093750 Penalty: 2880.030762
	Iteration 52Q: 3 clusters Score -408245.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -408247.406250 Penalty: 2880.030762
	Iteration 53Q: 3 clusters Score -408247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -408248.625000 Penalty: 2880.030762
	Iteration 54Q: 3 clusters Score -408248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -408251.031250 Penalty: 2880.030762
	Iteration 55Q: 3 clusters Score -408251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -408252.718750 Penalty: 2880.030762
	Iteration 56Q: 3 clusters Score -408252.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -408254.718750 Penalty: 2880.030762
	Iteration 57Q: 3 clusters Score -408254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -408257.031250 Penalty: 2880.030762
	Iteration 58Q: 3 clusters Score -408257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -408260.437500 Penalty: 2880.030762
	Iteration 59Q: 3 clusters Score -408260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -408261.531250 Penalty: 2880.030762
	Iteration 60F: 3 clusters Score -408261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -408263.000000 Penalty: 2880.030762
	Iteration 61Q: 3 clusters Score -408263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -408263.281250 Penalty: 2880.030762
	Iteration 62Q: 3 clusters Score -408263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -408264.875000 Penalty: 2880.030762
	Iteration 63Q: 3 clusters Score -408264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -408264.562500 Penalty: 2880.030762
	Iteration 64Q: 3 clusters Score -408264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -408264.562500 Penalty: 2880.030762
	Iteration 65F: 3 clusters Score -408264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Entering Unmasked Estep 
Score: -994455.562500 Penalty: 1583.546509
	Iteration 0F: 2 clusters Score -994455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -982737.500000 Penalty: 3167.093018
	Iteration 0F: 3 clusters Score -982737.5 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -987345.000000 Penalty: 3167.093018
	Iteration 1F: 3 clusters Score -987345 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -988019.750000 Penalty: 3167.093018
	Iteration 2F: 3 clusters Score -988019.8 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -988878.750000 Penalty: 3167.093018
	Iteration 3F: 3 clusters Score -988878.8 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -989951.562500 Penalty: 3167.093018
	Iteration 4F: 3 clusters Score -989951.6 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -991120.500000 Penalty: 3167.093018
	Iteration 5F: 3 clusters Score -991120.5 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -992206.000000 Penalty: 3167.093018
	Iteration 6F: 3 clusters Score -992206 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -993005.375000 Penalty: 3167.093018
	Iteration 7F: 3 clusters Score -993005.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -993480.812500 Penalty: 3167.093018
	Iteration 8Q: 3 clusters Score -993480.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -993714.812500 Penalty: 3167.093018
	Iteration 9Q: 3 clusters Score -993714.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -993855.375000 Penalty: 3167.093018
	Iteration 10Q: 3 clusters Score -993855.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -993945.000000 Penalty: 3167.093018
	Iteration 11Q: 3 clusters Score -993945 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -993989.250000 Penalty: 3167.093018
	Iteration 12Q: 3 clusters Score -993989.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -994011.562500 Penalty: 3167.093018
	Iteration 13Q: 3 clusters Score -994011.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -994027.812500 Penalty: 3167.093018
	Iteration 14Q: 3 clusters Score -994027.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -994039.687500 Penalty: 3167.093018
	Iteration 15Q: 3 clusters Score -994039.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -994044.250000 Penalty: 3167.093018
	Iteration 16Q: 3 clusters Score -994044.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -994052.375000 Penalty: 3167.093018
	Iteration 17Q: 3 clusters Score -994052.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -994060.125000 Penalty: 3167.093018
	Iteration 18Q: 3 clusters Score -994060.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -994063.375000 Penalty: 3167.093018
	Iteration 19Q: 3 clusters Score -994063.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -994067.687500 Penalty: 3167.093018
	Iteration 20F: 3 clusters Score -994067.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -994066.625000 Penalty: 3167.093018
	Iteration 21Q: 3 clusters Score -994066.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -994069.000000 Penalty: 3167.093018
	Iteration 22Q: 3 clusters Score -994069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -994072.187500 Penalty: 3167.093018
	Iteration 23Q: 3 clusters Score -994072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -994071.687500 Penalty: 3167.093018
	Iteration 24Q: 3 clusters Score -994071.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -994077.125000 Penalty: 3167.093018
	Iteration 25Q: 3 clusters Score -994077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -994079.250000 Penalty: 3167.093018
	Iteration 26Q: 3 clusters Score -994079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -994079.125000 Penalty: 3167.093018
	Iteration 27Q: 3 clusters Score -994079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -994081.625000 Penalty: 3167.093018
	Iteration 28Q: 3 clusters Score -994081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -994079.812500 Penalty: 3167.093018
	Iteration 29Q: 3 clusters Score -994079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -994081.437500 Penalty: 3167.093018
	Iteration 30Q: 3 clusters Score -994081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -994081.000000 Penalty: 3167.093018
	Iteration 31Q: 3 clusters Score -994081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -994080.062500 Penalty: 3167.093018
	Iteration 32Q: 3 clusters Score -994080.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -994082.375000 Penalty: 3167.093018
	Iteration 33Q: 3 clusters Score -994082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -994081.625000 Penalty: 3167.093018
	Iteration 34Q: 3 clusters Score -994081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -994080.500000 Penalty: 3167.093018
	Iteration 35Q: 3 clusters Score -994080.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -994080.562500 Penalty: 3167.093018
	Iteration 36Q: 3 clusters Score -994080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -994081.875000 Penalty: 3167.093018
	Iteration 37Q: 3 clusters Score -994081.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -994083.687500 Penalty: 3167.093018
	Iteration 38Q: 3 clusters Score -994083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -994082.375000 Penalty: 3167.093018
	Iteration 39Q: 3 clusters Score -994082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -994083.500000 Penalty: 3167.093018
	Iteration 40F: 3 clusters Score -994083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -994084.437500 Penalty: 3167.093018
	Iteration 41Q: 3 clusters Score -994084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -994087.500000 Penalty: 3167.093018
	Iteration 42Q: 3 clusters Score -994087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -994088.500000 Penalty: 3167.093018
	Iteration 43Q: 3 clusters Score -994088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -994087.937500 Penalty: 3167.093018
	Iteration 44Q: 3 clusters Score -994087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -994086.500000 Penalty: 3167.093018
	Iteration 45Q: 3 clusters Score -994086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -994086.500000 Penalty: 3167.093018
	Iteration 46F: 3 clusters Score -994086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Entering Unmasked Estep 
Score: -429075.687500 Penalty: 1463.776855
	Iteration 0F: 2 clusters Score -429075.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -423033.125000 Penalty: 2927.553711
	Iteration 0F: 3 clusters Score -423033.1 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -425011.437500 Penalty: 2927.553711
	Iteration 1F: 3 clusters Score -425011.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -425395.750000 Penalty: 2927.553711
	Iteration 2F: 3 clusters Score -425395.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -425831.531250 Penalty: 2927.553711
	Iteration 3F: 3 clusters Score -425831.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -426239.468750 Penalty: 2927.553711
	Iteration 4F: 3 clusters Score -426239.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -426659.906250 Penalty: 2927.553711
	Iteration 5F: 3 clusters Score -426659.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -426988.687500 Penalty: 2927.553711
	Iteration 6F: 3 clusters Score -426988.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -427238.968750 Penalty: 2927.553711
	Iteration 7Q: 3 clusters Score -427239 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -427415.281250 Penalty: 2927.553711
	Iteration 8Q: 3 clusters Score -427415.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -427540.125000 Penalty: 2927.553711
	Iteration 9Q: 3 clusters Score -427540.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -427627.031250 Penalty: 2927.553711
	Iteration 10Q: 3 clusters Score -427627 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -427726.468750 Penalty: 2927.553711
	Iteration 11Q: 3 clusters Score -427726.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -427836.343750 Penalty: 2927.553711
	Iteration 12Q: 3 clusters Score -427836.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -427937.500000 Penalty: 2927.553711
	Iteration 13Q: 3 clusters Score -427937.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -428006.593750 Penalty: 2927.553711
	Iteration 14Q: 3 clusters Score -428006.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -428049.593750 Penalty: 2927.553711
	Iteration 15Q: 3 clusters Score -428049.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -428080.500000 Penalty: 2927.553711
	Iteration 16Q: 3 clusters Score -428080.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -428111.843750 Penalty: 2927.553711
	Iteration 17Q: 3 clusters Score -428111.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -428133.187500 Penalty: 2927.553711
	Iteration 18Q: 3 clusters Score -428133.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -428154.781250 Penalty: 2927.553711
	Iteration 19Q: 3 clusters Score -428154.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -428175.625000 Penalty: 2927.553711
	Iteration 20F: 3 clusters Score -428175.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -428197.468750 Penalty: 2927.553711
	Iteration 21Q: 3 clusters Score -428197.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -428213.156250 Penalty: 2927.553711
	Iteration 22Q: 3 clusters Score -428213.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -428223.593750 Penalty: 2927.553711
	Iteration 23Q: 3 clusters Score -428223.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -428230.500000 Penalty: 2927.553711
	Iteration 24Q: 3 clusters Score -428230.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -428236.656250 Penalty: 2927.553711
	Iteration 25Q: 3 clusters Score -428236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -428242.250000 Penalty: 2927.553711
	Iteration 26Q: 3 clusters Score -428242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -428244.968750 Penalty: 2927.553711
	Iteration 27Q: 3 clusters Score -428245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -428248.687500 Penalty: 2927.553711
	Iteration 28Q: 3 clusters Score -428248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -428249.250000 Penalty: 2927.553711
	Iteration 29Q: 3 clusters Score -428249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -428251.093750 Penalty: 2927.553711
	Iteration 30Q: 3 clusters Score -428251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -428254.218750 Penalty: 2927.553711
	Iteration 31Q: 3 clusters Score -428254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -428254.031250 Penalty: 2927.553711
	Iteration 32Q: 3 clusters Score -428254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -428254.406250 Penalty: 2927.553711
	Iteration 33Q: 3 clusters Score -428254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -428255.093750 Penalty: 2927.553711
	Iteration 34Q: 3 clusters Score -428255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -428256.187500 Penalty: 2927.553711
	Iteration 35Q: 3 clusters Score -428256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -428256.531250 Penalty: 2927.553711
	Iteration 36Q: 3 clusters Score -428256.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -428257.250000 Penalty: 2927.553711
	Iteration 37Q: 3 clusters Score -428257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -428260.437500 Penalty: 2927.553711
	Iteration 38Q: 3 clusters Score -428260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -428261.031250 Penalty: 2927.553711
	Iteration 39Q: 3 clusters Score -428261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -428262.031250 Penalty: 2927.553711
	Iteration 40F: 3 clusters Score -428262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -428262.000000 Penalty: 2927.553711
	Iteration 41Q: 3 clusters Score -428262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -428263.250000 Penalty: 2927.553711
	Iteration 42Q: 3 clusters Score -428263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -428264.625000 Penalty: 2927.553711
	Iteration 43Q: 3 clusters Score -428264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -428265.687500 Penalty: 2927.553711
	Iteration 44Q: 3 clusters Score -428265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -428265.187500 Penalty: 2927.553711
	Iteration 45Q: 3 clusters Score -428265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -428264.250000 Penalty: 2927.553711
	Iteration 46Q: 3 clusters Score -428264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -428266.781250 Penalty: 2927.553711
	Iteration 47Q: 3 clusters Score -428266.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -428267.781250 Penalty: 2927.553711
	Iteration 48Q: 3 clusters Score -428267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -428268.093750 Penalty: 2927.553711
	Iteration 49Q: 3 clusters Score -428268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -428268.312500 Penalty: 2927.553711
	Iteration 50Q: 3 clusters Score -428268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -428268.375000 Penalty: 2927.553711
	Iteration 51Q: 3 clusters Score -428268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -428268.531250 Penalty: 2927.553711
	Iteration 52Q: 3 clusters Score -428268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -428269.062500 Penalty: 2927.553711
	Iteration 53Q: 3 clusters Score -428269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -428269.656250 Penalty: 2927.553711
	Iteration 54Q: 3 clusters Score -428269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -428268.875000 Penalty: 2927.553711
	Iteration 55Q: 3 clusters Score -428268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -428269.906250 Penalty: 2927.553711
	Iteration 56Q: 3 clusters Score -428269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -428270.812500 Penalty: 2927.553711
	Iteration 57Q: 3 clusters Score -428270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -428270.812500 Penalty: 2927.553711
	Iteration 58F: 3 clusters Score -428270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -133022.656250 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -133022.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -130534.789062 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -130534.8 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -131224.250000 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -131224.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -131466.421875 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -131466.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -131596.375000 Penalty: 2561.384277
	Iteration 3F: 3 clusters Score -131596.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -131669.984375 Penalty: 2561.384277
	Iteration 4Q: 3 clusters Score -131670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -131721.281250 Penalty: 2561.384277
	Iteration 5Q: 3 clusters Score -131721.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -131748.734375 Penalty: 2561.384277
	Iteration 6Q: 3 clusters Score -131748.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -131764.593750 Penalty: 2561.384277
	Iteration 7Q: 3 clusters Score -131764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -131775.375000 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -131775.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -131787.937500 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -131787.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -131800.875000 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -131800.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -131812.687500 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -131812.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -131824.109375 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -131824.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -131837.296875 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -131837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -131840.656250 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -131840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -131843.062500 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -131843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -131845.343750 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -131845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -131846.921875 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -131846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -131848.328125 Penalty: 2561.384277
	Iteration 18Q: 3 clusters Score -131848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -131850.468750 Penalty: 2561.384277
	Iteration 19Q: 3 clusters Score -131850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -131852.234375 Penalty: 2561.384277
	Iteration 20F: 3 clusters Score -131852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -131853.812500 Penalty: 2561.384277
	Iteration 21Q: 3 clusters Score -131853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -131854.968750 Penalty: 2561.384277
	Iteration 22Q: 3 clusters Score -131855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -131857.187500 Penalty: 2561.384277
	Iteration 23Q: 3 clusters Score -131857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -131858.031250 Penalty: 2561.384277
	Iteration 24Q: 3 clusters Score -131858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -131859.781250 Penalty: 2561.384277
	Iteration 25Q: 3 clusters Score -131859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -131859.968750 Penalty: 2561.384277
	Iteration 26Q: 3 clusters Score -131860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -131860.796875 Penalty: 2561.384277
	Iteration 27Q: 3 clusters Score -131860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -131861.625000 Penalty: 2561.384277
	Iteration 28Q: 3 clusters Score -131861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -131862.031250 Penalty: 2561.384277
	Iteration 29Q: 3 clusters Score -131862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -131862.890625 Penalty: 2561.384277
	Iteration 30Q: 3 clusters Score -131862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -131863.375000 Penalty: 2561.384277
	Iteration 31Q: 3 clusters Score -131863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -131863.671875 Penalty: 2561.384277
	Iteration 32Q: 3 clusters Score -131863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -131863.671875 Penalty: 2561.384277
	Iteration 33F: 3 clusters Score -131863.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Entering Unmasked Estep 
Score: -595406.250000 Penalty: 1492.682861
	Iteration 0F: 2 clusters Score -595406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -588417.687500 Penalty: 2985.365723
	Iteration 0F: 3 clusters Score -588417.7 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -590706.062500 Penalty: 2985.365723
	Iteration 1F: 3 clusters Score -590706.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -591140.375000 Penalty: 2985.365723
	Iteration 2F: 3 clusters Score -591140.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -591542.125000 Penalty: 2985.365723
	Iteration 3F: 3 clusters Score -591542.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -591896.125000 Penalty: 2985.365723
	Iteration 4F: 3 clusters Score -591896.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -592208.812500 Penalty: 2985.365723
	Iteration 5F: 3 clusters Score -592208.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -592414.812500 Penalty: 2985.365723
	Iteration 6Q: 3 clusters Score -592414.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -592563.812500 Penalty: 2985.365723
	Iteration 7Q: 3 clusters Score -592563.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -592678.187500 Penalty: 2985.365723
	Iteration 8Q: 3 clusters Score -592678.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -592788.312500 Penalty: 2985.365723
	Iteration 9Q: 3 clusters Score -592788.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -592885.500000 Penalty: 2985.365723
	Iteration 10Q: 3 clusters Score -592885.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -592966.187500 Penalty: 2985.365723
	Iteration 11Q: 3 clusters Score -592966.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -593036.312500 Penalty: 2985.365723
	Iteration 12Q: 3 clusters Score -593036.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -593101.562500 Penalty: 2985.365723
	Iteration 13Q: 3 clusters Score -593101.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -593171.125000 Penalty: 2985.365723
	Iteration 14Q: 3 clusters Score -593171.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -593260.500000 Penalty: 2985.365723
	Iteration 15Q: 3 clusters Score -593260.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -593344.125000 Penalty: 2985.365723
	Iteration 16Q: 3 clusters Score -593344.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -593422.625000 Penalty: 2985.365723
	Iteration 17Q: 3 clusters Score -593422.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -593482.375000 Penalty: 2985.365723
	Iteration 18Q: 3 clusters Score -593482.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -593553.437500 Penalty: 2985.365723
	Iteration 19Q: 3 clusters Score -593553.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -593622.687500 Penalty: 2985.365723
	Iteration 20F: 3 clusters Score -593622.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -593695.250000 Penalty: 2985.365723
	Iteration 21Q: 3 clusters Score -593695.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -593752.500000 Penalty: 2985.365723
	Iteration 22Q: 3 clusters Score -593752.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -593818.875000 Penalty: 2985.365723
	Iteration 23Q: 3 clusters Score -593818.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -593871.500000 Penalty: 2985.365723
	Iteration 24Q: 3 clusters Score -593871.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -593908.375000 Penalty: 2985.365723
	Iteration 25Q: 3 clusters Score -593908.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -593937.937500 Penalty: 2985.365723
	Iteration 26Q: 3 clusters Score -593937.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -593956.750000 Penalty: 2985.365723
	Iteration 27Q: 3 clusters Score -593956.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -593978.250000 Penalty: 2985.365723
	Iteration 28Q: 3 clusters Score -593978.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -593997.125000 Penalty: 2985.365723
	Iteration 29Q: 3 clusters Score -593997.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -594016.750000 Penalty: 2985.365723
	Iteration 30Q: 3 clusters Score -594016.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -594030.375000 Penalty: 2985.365723
	Iteration 31Q: 3 clusters Score -594030.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -594050.312500 Penalty: 2985.365723
	Iteration 32Q: 3 clusters Score -594050.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -594066.062500 Penalty: 2985.365723
	Iteration 33Q: 3 clusters Score -594066.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -594083.187500 Penalty: 2985.365723
	Iteration 34Q: 3 clusters Score -594083.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -594103.187500 Penalty: 2985.365723
	Iteration 35Q: 3 clusters Score -594103.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -594121.500000 Penalty: 2985.365723
	Iteration 36Q: 3 clusters Score -594121.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -594138.375000 Penalty: 2985.365723
	Iteration 37Q: 3 clusters Score -594138.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -594156.750000 Penalty: 2985.365723
	Iteration 38Q: 3 clusters Score -594156.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -594170.875000 Penalty: 2985.365723
	Iteration 39Q: 3 clusters Score -594170.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -594180.937500 Penalty: 2985.365723
	Iteration 40F: 3 clusters Score -594180.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -594197.250000 Penalty: 2985.365723
	Iteration 41Q: 3 clusters Score -594197.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -594211.625000 Penalty: 2985.365723
	Iteration 42Q: 3 clusters Score -594211.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -594221.125000 Penalty: 2985.365723
	Iteration 43Q: 3 clusters Score -594221.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -594230.500000 Penalty: 2985.365723
	Iteration 44Q: 3 clusters Score -594230.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -594235.625000 Penalty: 2985.365723
	Iteration 45Q: 3 clusters Score -594235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -594244.875000 Penalty: 2985.365723
	Iteration 46Q: 3 clusters Score -594244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -594255.312500 Penalty: 2985.365723
	Iteration 47Q: 3 clusters Score -594255.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -594265.312500 Penalty: 2985.365723
	Iteration 48Q: 3 clusters Score -594265.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -594273.437500 Penalty: 2985.365723
	Iteration 49Q: 3 clusters Score -594273.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -594275.937500 Penalty: 2985.365723
	Iteration 50Q: 3 clusters Score -594275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -594282.250000 Penalty: 2985.365723
	Iteration 51Q: 3 clusters Score -594282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -594288.812500 Penalty: 2985.365723
	Iteration 52Q: 3 clusters Score -594288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -594292.312500 Penalty: 2985.365723
	Iteration 53Q: 3 clusters Score -594292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -594294.875000 Penalty: 2985.365723
	Iteration 54Q: 3 clusters Score -594294.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -594303.062500 Penalty: 2985.365723
	Iteration 55Q: 3 clusters Score -594303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -594309.437500 Penalty: 2985.365723
	Iteration 56Q: 3 clusters Score -594309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -594315.500000 Penalty: 2985.365723
	Iteration 57Q: 3 clusters Score -594315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -594319.812500 Penalty: 2985.365723
	Iteration 58Q: 3 clusters Score -594319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -594327.187500 Penalty: 2985.365723
	Iteration 59Q: 3 clusters Score -594327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -594331.562500 Penalty: 2985.365723
	Iteration 60F: 3 clusters Score -594331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -594333.062500 Penalty: 2985.365723
	Iteration 61Q: 3 clusters Score -594333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -594335.375000 Penalty: 2985.365723
	Iteration 62Q: 3 clusters Score -594335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -594336.750000 Penalty: 2985.365723
	Iteration 63Q: 3 clusters Score -594336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -594337.000000 Penalty: 2985.365723
	Iteration 64Q: 3 clusters Score -594337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -594338.500000 Penalty: 2985.365723
	Iteration 65Q: 3 clusters Score -594338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -594341.187500 Penalty: 2985.365723
	Iteration 66Q: 3 clusters Score -594341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -594341.187500 Penalty: 2985.365723
	Iteration 67F: 3 clusters Score -594341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Entering Unmasked Estep 
Score: -774071.812500 Penalty: 1540.162231
	Iteration 0F: 2 clusters Score -774071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -764948.875000 Penalty: 3080.324463
	Iteration 0F: 3 clusters Score -764948.9 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -768279.000000 Penalty: 3080.324463
	Iteration 1F: 3 clusters Score -768279 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -768734.000000 Penalty: 3080.324463
	Iteration 2F: 3 clusters Score -768734 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -769147.187500 Penalty: 3080.324463
	Iteration 3F: 3 clusters Score -769147.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -769575.750000 Penalty: 3080.324463
	Iteration 4F: 3 clusters Score -769575.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -770073.750000 Penalty: 3080.324463
	Iteration 5F: 3 clusters Score -770073.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -770641.437500 Penalty: 3080.324463
	Iteration 6F: 3 clusters Score -770641.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -771139.812500 Penalty: 3080.324463
	Iteration 7F: 3 clusters Score -771139.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -771594.000000 Penalty: 3080.324463
	Iteration 8Q: 3 clusters Score -771594 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -772051.687500 Penalty: 3080.324463
	Iteration 9Q: 3 clusters Score -772051.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -772517.187500 Penalty: 3080.324463
	Iteration 10Q: 3 clusters Score -772517.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -772852.562500 Penalty: 3080.324463
	Iteration 11Q: 3 clusters Score -772852.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -773118.500000 Penalty: 3080.324463
	Iteration 12Q: 3 clusters Score -773118.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -773281.125000 Penalty: 3080.324463
	Iteration 13Q: 3 clusters Score -773281.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -773394.937500 Penalty: 3080.324463
	Iteration 14Q: 3 clusters Score -773394.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -773459.125000 Penalty: 3080.324463
	Iteration 15Q: 3 clusters Score -773459.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -773502.312500 Penalty: 3080.324463
	Iteration 16Q: 3 clusters Score -773502.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -773528.437500 Penalty: 3080.324463
	Iteration 17Q: 3 clusters Score -773528.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -773549.812500 Penalty: 3080.324463
	Iteration 18Q: 3 clusters Score -773549.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -773564.500000 Penalty: 3080.324463
	Iteration 19Q: 3 clusters Score -773564.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -773580.000000 Penalty: 3080.324463
	Iteration 20F: 3 clusters Score -773580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -773595.062500 Penalty: 3080.324463
	Iteration 21Q: 3 clusters Score -773595.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -773606.562500 Penalty: 3080.324463
	Iteration 22Q: 3 clusters Score -773606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -773617.750000 Penalty: 3080.324463
	Iteration 23Q: 3 clusters Score -773617.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -773630.250000 Penalty: 3080.324463
	Iteration 24Q: 3 clusters Score -773630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -773639.187500 Penalty: 3080.324463
	Iteration 25Q: 3 clusters Score -773639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -773644.562500 Penalty: 3080.324463
	Iteration 26Q: 3 clusters Score -773644.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -773648.187500 Penalty: 3080.324463
	Iteration 27Q: 3 clusters Score -773648.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -773653.437500 Penalty: 3080.324463
	Iteration 28Q: 3 clusters Score -773653.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -773657.562500 Penalty: 3080.324463
	Iteration 29Q: 3 clusters Score -773657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -773663.875000 Penalty: 3080.324463
	Iteration 30Q: 3 clusters Score -773663.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -773669.312500 Penalty: 3080.324463
	Iteration 31Q: 3 clusters Score -773669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -773670.750000 Penalty: 3080.324463
	Iteration 32Q: 3 clusters Score -773670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -773672.937500 Penalty: 3080.324463
	Iteration 33Q: 3 clusters Score -773672.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -773676.750000 Penalty: 3080.324463
	Iteration 34Q: 3 clusters Score -773676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -773676.625000 Penalty: 3080.324463
	Iteration 35Q: 3 clusters Score -773676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -773677.250000 Penalty: 3080.324463
	Iteration 36Q: 3 clusters Score -773677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -773679.312500 Penalty: 3080.324463
	Iteration 37Q: 3 clusters Score -773679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -773678.562500 Penalty: 3080.324463
	Iteration 38Q: 3 clusters Score -773678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -773680.000000 Penalty: 3080.324463
	Iteration 39Q: 3 clusters Score -773680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -773680.500000 Penalty: 3080.324463
	Iteration 40F: 3 clusters Score -773680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -773681.750000 Penalty: 3080.324463
	Iteration 41Q: 3 clusters Score -773681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -773682.062500 Penalty: 3080.324463
	Iteration 42Q: 3 clusters Score -773682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -773683.187500 Penalty: 3080.324463
	Iteration 43Q: 3 clusters Score -773683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -773685.250000 Penalty: 3080.324463
	Iteration 44Q: 3 clusters Score -773685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -773685.000000 Penalty: 3080.324463
	Iteration 45Q: 3 clusters Score -773685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -773685.125000 Penalty: 3080.324463
	Iteration 46Q: 3 clusters Score -773685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -773686.375000 Penalty: 3080.324463
	Iteration 47Q: 3 clusters Score -773686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -773685.937500 Penalty: 3080.324463
	Iteration 48Q: 3 clusters Score -773685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -773687.562500 Penalty: 3080.324463
	Iteration 49Q: 3 clusters Score -773687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -773689.562500 Penalty: 3080.324463
	Iteration 50Q: 3 clusters Score -773689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -773688.250000 Penalty: 3080.324463
	Iteration 51Q: 3 clusters Score -773688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -773689.312500 Penalty: 3080.324463
	Iteration 52Q: 3 clusters Score -773689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -773691.062500 Penalty: 3080.324463
	Iteration 53Q: 3 clusters Score -773691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -773691.125000 Penalty: 3080.324463
	Iteration 54Q: 3 clusters Score -773691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -773691.937500 Penalty: 3080.324463
	Iteration 55Q: 3 clusters Score -773691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -773693.187500 Penalty: 3080.324463
	Iteration 56Q: 3 clusters Score -773693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -773692.062500 Penalty: 3080.324463
	Iteration 57Q: 3 clusters Score -773692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -773692.250000 Penalty: 3080.324463
	Iteration 58Q: 3 clusters Score -773692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -773691.750000 Penalty: 3080.324463
	Iteration 59Q: 3 clusters Score -773691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -773692.375000 Penalty: 3080.324463
	Iteration 60F: 3 clusters Score -773692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -773693.812500 Penalty: 3080.324463
	Iteration 61Q: 3 clusters Score -773693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -773693.937500 Penalty: 3080.324463
	Iteration 62Q: 3 clusters Score -773693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -773693.937500 Penalty: 3080.324463
	Iteration 63F: 3 clusters Score -773693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -443459.281250 Penalty: 1446.184082
	Iteration 0F: 2 clusters Score -443459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -438020.062500 Penalty: 2892.368164
	Iteration 0F: 3 clusters Score -438020.1 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -439601.906250 Penalty: 2892.368164
	Iteration 1F: 3 clusters Score -439601.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -439849.218750 Penalty: 2892.368164
	Iteration 2F: 3 clusters Score -439849.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -440016.406250 Penalty: 2892.368164
	Iteration 3F: 3 clusters Score -440016.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -440144.718750 Penalty: 2892.368164
	Iteration 4Q: 3 clusters Score -440144.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -440237.531250 Penalty: 2892.368164
	Iteration 5Q: 3 clusters Score -440237.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -440314.656250 Penalty: 2892.368164
	Iteration 6Q: 3 clusters Score -440314.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -440388.281250 Penalty: 2892.368164
	Iteration 7Q: 3 clusters Score -440388.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -440463.625000 Penalty: 2892.368164
	Iteration 8Q: 3 clusters Score -440463.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -440539.343750 Penalty: 2892.368164
	Iteration 9Q: 3 clusters Score -440539.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -440606.531250 Penalty: 2892.368164
	Iteration 10Q: 3 clusters Score -440606.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -440673.093750 Penalty: 2892.368164
	Iteration 11Q: 3 clusters Score -440673.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -440752.968750 Penalty: 2892.368164
	Iteration 12Q: 3 clusters Score -440753 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -440835.187500 Penalty: 2892.368164
	Iteration 13Q: 3 clusters Score -440835.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -440951.875000 Penalty: 2892.368164
	Iteration 14Q: 3 clusters Score -440951.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -441081.406250 Penalty: 2892.368164
	Iteration 15Q: 3 clusters Score -441081.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -441234.906250 Penalty: 2892.368164
	Iteration 16Q: 3 clusters Score -441234.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -441402.343750 Penalty: 2892.368164
	Iteration 17Q: 3 clusters Score -441402.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -441590.187500 Penalty: 2892.368164
	Iteration 18Q: 3 clusters Score -441590.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -441761.593750 Penalty: 2892.368164
	Iteration 19Q: 3 clusters Score -441761.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -441906.562500 Penalty: 2892.368164
	Iteration 20F: 3 clusters Score -441906.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -442022.062500 Penalty: 2892.368164
	Iteration 21Q: 3 clusters Score -442022.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -442085.781250 Penalty: 2892.368164
	Iteration 22Q: 3 clusters Score -442085.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -442137.687500 Penalty: 2892.368164
	Iteration 23Q: 3 clusters Score -442137.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -442174.468750 Penalty: 2892.368164
	Iteration 24Q: 3 clusters Score -442174.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -442198.531250 Penalty: 2892.368164
	Iteration 25Q: 3 clusters Score -442198.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -442214.250000 Penalty: 2892.368164
	Iteration 26Q: 3 clusters Score -442214.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -442227.062500 Penalty: 2892.368164
	Iteration 27Q: 3 clusters Score -442227.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -442233.843750 Penalty: 2892.368164
	Iteration 28Q: 3 clusters Score -442233.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -442241.812500 Penalty: 2892.368164
	Iteration 29Q: 3 clusters Score -442241.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -442248.843750 Penalty: 2892.368164
	Iteration 30Q: 3 clusters Score -442248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -442253.656250 Penalty: 2892.368164
	Iteration 31Q: 3 clusters Score -442253.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -442256.750000 Penalty: 2892.368164
	Iteration 32Q: 3 clusters Score -442256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -442260.062500 Penalty: 2892.368164
	Iteration 33Q: 3 clusters Score -442260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -442260.562500 Penalty: 2892.368164
	Iteration 34Q: 3 clusters Score -442260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -442260.937500 Penalty: 2892.368164
	Iteration 35Q: 3 clusters Score -442260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -442260.875000 Penalty: 2892.368164
	Iteration 36Q: 3 clusters Score -442260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -442259.906250 Penalty: 2892.368164
	Iteration 37Q: 3 clusters Score -442259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -442259.906250 Penalty: 2892.368164
	Iteration 38F: 3 clusters Score -442259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -47225.425781 Penalty: 1114.857910
	Iteration 0F: 2 clusters Score -47225.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45859.750000 Penalty: 2229.715820
	Iteration 0F: 3 clusters Score -45859.75 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46104.070312 Penalty: 2229.715820
	Iteration 1F: 3 clusters Score -46104.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -46195.402344 Penalty: 2229.715820
	Iteration 2F: 3 clusters Score -46195.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46271.945312 Penalty: 2229.715820
	Iteration 3Q: 3 clusters Score -46271.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46356.281250 Penalty: 2229.715820
	Iteration 4Q: 3 clusters Score -46356.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46402.531250 Penalty: 2229.715820
	Iteration 5Q: 3 clusters Score -46402.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46439.996094 Penalty: 2229.715820
	Iteration 6Q: 3 clusters Score -46440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46476.035156 Penalty: 2229.715820
	Iteration 7Q: 3 clusters Score -46476.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46494.343750 Penalty: 2229.715820
	Iteration 8Q: 3 clusters Score -46494.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46516.984375 Penalty: 2229.715820
	Iteration 9Q: 3 clusters Score -46516.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46534.113281 Penalty: 2229.715820
	Iteration 10Q: 3 clusters Score -46534.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46547.730469 Penalty: 2229.715820
	Iteration 11Q: 3 clusters Score -46547.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46555.046875 Penalty: 2229.715820
	Iteration 12Q: 3 clusters Score -46555.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46562.074219 Penalty: 2229.715820
	Iteration 13Q: 3 clusters Score -46562.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46565.000000 Penalty: 2229.715820
	Iteration 14Q: 3 clusters Score -46565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46568.152344 Penalty: 2229.715820
	Iteration 15Q: 3 clusters Score -46568.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46571.078125 Penalty: 2229.715820
	Iteration 16Q: 3 clusters Score -46571.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46573.378906 Penalty: 2229.715820
	Iteration 17Q: 3 clusters Score -46573.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46575.753906 Penalty: 2229.715820
	Iteration 18Q: 3 clusters Score -46575.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46576.988281 Penalty: 2229.715820
	Iteration 19Q: 3 clusters Score -46576.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46577.906250 Penalty: 2229.715820
	Iteration 20F: 3 clusters Score -46577.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46584.230469 Penalty: 2229.715820
	Iteration 21Q: 3 clusters Score -46584.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46586.058594 Penalty: 2229.715820
	Iteration 22Q: 3 clusters Score -46586.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46586.058594 Penalty: 2229.715820
	Iteration 23F: 3 clusters Score -46586.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -367011.343750 Penalty: 1417.525146
	Iteration 0F: 2 clusters Score -367011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -362299.031250 Penalty: 2835.050293
	Iteration 0F: 3 clusters Score -362299 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -363673.812500 Penalty: 2835.050293
	Iteration 1F: 3 clusters Score -363673.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -363886.281250 Penalty: 2835.050293
	Iteration 2F: 3 clusters Score -363886.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -364048.000000 Penalty: 2835.050293
	Iteration 3F: 3 clusters Score -364048 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -364192.843750 Penalty: 2835.050293
	Iteration 4Q: 3 clusters Score -364192.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -364335.031250 Penalty: 2835.050293
	Iteration 5Q: 3 clusters Score -364335 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -364488.468750 Penalty: 2835.050293
	Iteration 6Q: 3 clusters Score -364488.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -364631.937500 Penalty: 2835.050293
	Iteration 7Q: 3 clusters Score -364631.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -364791.062500 Penalty: 2835.050293
	Iteration 8Q: 3 clusters Score -364791.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -364966.812500 Penalty: 2835.050293
	Iteration 9Q: 3 clusters Score -364966.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -365155.937500 Penalty: 2835.050293
	Iteration 10Q: 3 clusters Score -365155.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -365302.656250 Penalty: 2835.050293
	Iteration 11Q: 3 clusters Score -365302.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -365434.968750 Penalty: 2835.050293
	Iteration 12Q: 3 clusters Score -365435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -365519.781250 Penalty: 2835.050293
	Iteration 13Q: 3 clusters Score -365519.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365576.000000 Penalty: 2835.050293
	Iteration 14Q: 3 clusters Score -365576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -365635.125000 Penalty: 2835.050293
	Iteration 15Q: 3 clusters Score -365635.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -365689.000000 Penalty: 2835.050293
	Iteration 16Q: 3 clusters Score -365689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -365731.812500 Penalty: 2835.050293
	Iteration 17Q: 3 clusters Score -365731.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -365761.343750 Penalty: 2835.050293
	Iteration 18Q: 3 clusters Score -365761.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -365780.843750 Penalty: 2835.050293
	Iteration 19Q: 3 clusters Score -365780.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -365792.093750 Penalty: 2835.050293
	Iteration 20F: 3 clusters Score -365792.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -365801.812500 Penalty: 2835.050293
	Iteration 21Q: 3 clusters Score -365801.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -365808.625000 Penalty: 2835.050293
	Iteration 22Q: 3 clusters Score -365808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -365813.812500 Penalty: 2835.050293
	Iteration 23Q: 3 clusters Score -365813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -365821.156250 Penalty: 2835.050293
	Iteration 24Q: 3 clusters Score -365821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -365825.593750 Penalty: 2835.050293
	Iteration 25Q: 3 clusters Score -365825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -365828.093750 Penalty: 2835.050293
	Iteration 26Q: 3 clusters Score -365828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -365830.625000 Penalty: 2835.050293
	Iteration 27Q: 3 clusters Score -365830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -365831.593750 Penalty: 2835.050293
	Iteration 28Q: 3 clusters Score -365831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -365831.875000 Penalty: 2835.050293
	Iteration 29Q: 3 clusters Score -365831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -365834.437500 Penalty: 2835.050293
	Iteration 30Q: 3 clusters Score -365834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -365837.375000 Penalty: 2835.050293
	Iteration 31Q: 3 clusters Score -365837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -365837.218750 Penalty: 2835.050293
	Iteration 32Q: 3 clusters Score -365837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -365838.312500 Penalty: 2835.050293
	Iteration 33Q: 3 clusters Score -365838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -365839.187500 Penalty: 2835.050293
	Iteration 34Q: 3 clusters Score -365839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -365838.968750 Penalty: 2835.050293
	Iteration 35Q: 3 clusters Score -365839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -365838.812500 Penalty: 2835.050293
	Iteration 36Q: 3 clusters Score -365838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -365838.812500 Penalty: 2835.050293
	Iteration 37F: 3 clusters Score -365838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 17067 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 20 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555256.000000 Penalty: 31622.220703
Iteration 79Q: 17 clusters Score -1.055526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 3 contains 7794 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 17072 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 20 contains 6142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555253.000000 Penalty: 31622.220703
Iteration 80F: 17 clusters Score -1.055525e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 3 contains 7800 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 17659 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 20 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555258.000000 Penalty: 31622.220703
Iteration 81Q: 17 clusters Score -1.055526e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 3 contains 7805 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555285.000000 Penalty: 31622.220703
Iteration 82Q: 17 clusters Score -1.055528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17076 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555248.000000 Penalty: 31622.220703
Iteration 83Q: 17 clusters Score -1.055525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 3 contains 7823 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 13065 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555256.000000 Penalty: 31622.220703
Iteration 84Q: 17 clusters Score -1.055526e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 8180 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7312 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 20 contains 6117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555267.000000 Penalty: 31622.220703
Iteration 85Q: 17 clusters Score -1.055527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 14 contains 2624 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555283.000000 Penalty: 31622.220703
Iteration 86Q: 17 clusters Score -1.055528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 17653 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 9742 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555289.000000 Penalty: 31622.220703
Iteration 87Q: 17 clusters Score -1.055529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 8099 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 8180 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 20 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555286.000000 Penalty: 31622.220703
Iteration 88Q: 17 clusters Score -1.055529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 20 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555302.000000 Penalty: 31622.220703
Iteration 89Q: 17 clusters Score -1.05553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 20 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555285.000000 Penalty: 31622.220703
Iteration 90Q: 17 clusters Score -1.055528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 8088 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 13935 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555278.000000 Penalty: 31622.220703
Iteration 91Q: 17 clusters Score -1.055528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9733 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555266.000000 Penalty: 31622.220703
Iteration 92Q: 17 clusters Score -1.055527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17081 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555278.000000 Penalty: 31622.220703
Iteration 93Q: 17 clusters Score -1.055528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 17081 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555273.000000 Penalty: 31622.220703
Iteration 94Q: 17 clusters Score -1.055527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555262.000000 Penalty: 31622.220703
Iteration 95Q: 17 clusters Score -1.055526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 3 contains 7854 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555253.000000 Penalty: 31622.220703
Iteration 96Q: 17 clusters Score -1.055525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555252.000000 Penalty: 31622.220703
Iteration 97Q: 17 clusters Score -1.055525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 9728 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555268.000000 Penalty: 31622.220703
Iteration 98Q: 17 clusters Score -1.055527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555285.000000 Penalty: 31622.220703
Iteration 99Q: 17 clusters Score -1.055528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555289.000000 Penalty: 31622.220703
Iteration 100F: 17 clusters Score -1.055529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13926 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555289.000000 Penalty: 31622.220703
Iteration 101Q: 17 clusters Score -1.055529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555296.000000 Penalty: 31622.220703
Iteration 102Q: 17 clusters Score -1.05553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555297.000000 Penalty: 31622.220703
Iteration 103Q: 17 clusters Score -1.05553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555294.000000 Penalty: 31622.220703
Iteration 104Q: 17 clusters Score -1.055529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555294.000000 Penalty: 31622.220703
Iteration 105Q: 17 clusters Score -1.055529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555296.000000 Penalty: 31622.220703
Iteration 106Q: 17 clusters Score -1.05553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555303.000000 Penalty: 31622.220703
Iteration 107Q: 17 clusters Score -1.05553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555299.000000 Penalty: 31622.220703
Iteration 108Q: 17 clusters Score -1.05553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555304.000000 Penalty: 31622.220703
Iteration 109Q: 17 clusters Score -1.05553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555299.000000 Penalty: 31622.220703
Iteration 110Q: 17 clusters Score -1.05553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555300.000000 Penalty: 31622.220703
Iteration 111Q: 17 clusters Score -1.05553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555307.000000 Penalty: 31622.220703
Iteration 112Q: 17 clusters Score -1.055531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555304.000000 Penalty: 31622.220703
Iteration 113Q: 17 clusters Score -1.05553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555300.000000 Penalty: 31622.220703
Iteration 114Q: 17 clusters Score -1.05553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555300.000000 Penalty: 31622.220703
Iteration 115F: 17 clusters Score -1.05553e+07 nChanged 0
Entering ConstructFrom: 
Score: -10555300.000000 Penalty: 31622.220703
Entering ConstructFrom: 
Trying to split cluster 1 (64241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Entering Unmasked Estep 
Score: -3735383.250000 Penalty: 1798.939575
	Iteration 0F: 2 clusters Score -3735383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -3692419.000000 Penalty: 3597.879150
	Iteration 0F: 3 clusters Score -3692419 nChanged 30420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3709951.250000 Penalty: 3597.879150
	Iteration 1F: 3 clusters Score -3709951 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3710533.500000 Penalty: 3597.879150
	Iteration 2Q: 3 clusters Score -3710534 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3711290.500000 Penalty: 3597.879150
	Iteration 3Q: 3 clusters Score -3711290 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3712161.000000 Penalty: 3597.879150
	Iteration 4Q: 3 clusters Score -3712161 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3713120.500000 Penalty: 3597.879150
	Iteration 5Q: 3 clusters Score -3713120 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3714400.000000 Penalty: 3597.879150
	Iteration 6Q: 3 clusters Score -3714400 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3716055.750000 Penalty: 3597.879150
	Iteration 7Q: 3 clusters Score -3716056 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3718048.750000 Penalty: 3597.879150
	Iteration 8F: 3 clusters Score -3718049 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3720307.500000 Penalty: 3597.879150
	Iteration 9F: 3 clusters Score -3720308 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3722430.250000 Penalty: 3597.879150
	Iteration 10F: 3 clusters Score -3722430 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3723900.250000 Penalty: 3597.879150
	Iteration 11Q: 3 clusters Score -3723900 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3724672.500000 Penalty: 3597.879150
	Iteration 12Q: 3 clusters Score -3724672 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3725129.250000 Penalty: 3597.879150
	Iteration 13Q: 3 clusters Score -3725129 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3725492.750000 Penalty: 3597.879150
	Iteration 14Q: 3 clusters Score -3725493 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3725850.500000 Penalty: 3597.879150
	Iteration 15Q: 3 clusters Score -3725850 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3726290.250000 Penalty: 3597.879150
	Iteration 16Q: 3 clusters Score -3726290 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3726751.000000 Penalty: 3597.879150
	Iteration 17Q: 3 clusters Score -3726751 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3727239.750000 Penalty: 3597.879150
	Iteration 18Q: 3 clusters Score -3727240 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3727735.000000 Penalty: 3597.879150
	Iteration 19Q: 3 clusters Score -3727735 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3728208.500000 Penalty: 3597.879150
	Iteration 20F: 3 clusters Score -3728208 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3728737.750000 Penalty: 3597.879150
	Iteration 21Q: 3 clusters Score -3728738 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3729271.500000 Penalty: 3597.879150
	Iteration 22Q: 3 clusters Score -3729272 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3729766.500000 Penalty: 3597.879150
	Iteration 23Q: 3 clusters Score -3729766 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3730227.250000 Penalty: 3597.879150
	Iteration 24Q: 3 clusters Score -3730227 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3730705.750000 Penalty: 3597.879150
	Iteration 25Q: 3 clusters Score -3730706 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3731129.250000 Penalty: 3597.879150
	Iteration 26Q: 3 clusters Score -3731129 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3731559.000000 Penalty: 3597.879150
	Iteration 27Q: 3 clusters Score -3731559 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3731928.500000 Penalty: 3597.879150
	Iteration 28Q: 3 clusters Score -3731928 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3732229.000000 Penalty: 3597.879150
	Iteration 29Q: 3 clusters Score -3732229 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3732491.500000 Penalty: 3597.879150
	Iteration 30Q: 3 clusters Score -3732492 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3732733.500000 Penalty: 3597.879150
	Iteration 31Q: 3 clusters Score -3732734 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3732916.750000 Penalty: 3597.879150
	Iteration 32Q: 3 clusters Score -3732917 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3733103.000000 Penalty: 3597.879150
	Iteration 33Q: 3 clusters Score -3733103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3733266.000000 Penalty: 3597.879150
	Iteration 34Q: 3 clusters Score -3733266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3733408.250000 Penalty: 3597.879150
	Iteration 35Q: 3 clusters Score -3733408 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3733491.000000 Penalty: 3597.879150
	Iteration 36Q: 3 clusters Score -3733491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3733560.500000 Penalty: 3597.879150
	Iteration 37Q: 3 clusters Score -3733560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3733616.000000 Penalty: 3597.879150
	Iteration 38Q: 3 clusters Score -3733616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3733668.250000 Penalty: 3597.879150
	Iteration 39Q: 3 clusters Score -3733668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3733708.500000 Penalty: 3597.879150
	Iteration 40F: 3 clusters Score -3733708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3733731.500000 Penalty: 3597.879150
	Iteration 41Q: 3 clusters Score -3733732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3733753.750000 Penalty: 3597.879150
	Iteration 42Q: 3 clusters Score -3733754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3733762.500000 Penalty: 3597.879150
	Iteration 43Q: 3 clusters Score -3733762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3733770.250000 Penalty: 3597.879150
	Iteration 44Q: 3 clusters Score -3733770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3733776.750000 Penalty: 3597.879150
	Iteration 45Q: 3 clusters Score -3733777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3733774.250000 Penalty: 3597.879150
	Iteration 46Q: 3 clusters Score -3733774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3733782.000000 Penalty: 3597.879150
	Iteration 47Q: 3 clusters Score -3733782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3733788.500000 Penalty: 3597.879150
	Iteration 48Q: 3 clusters Score -3733788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3733789.250000 Penalty: 3597.879150
	Iteration 49Q: 3 clusters Score -3733789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3733788.750000 Penalty: 3597.879150
	Iteration 50Q: 3 clusters Score -3733789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3733791.000000 Penalty: 3597.879150
	Iteration 51Q: 3 clusters Score -3733791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3733791.750000 Penalty: 3597.879150
	Iteration 52Q: 3 clusters Score -3733792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3733791.750000 Penalty: 3597.879150
	Iteration 53F: 3 clusters Score -3733792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -436954.375000 Penalty: 1457.715820
	Iteration 0F: 2 clusters Score -436954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -431112.500000 Penalty: 2915.431641
	Iteration 0F: 3 clusters Score -431112.5 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -432907.875000 Penalty: 2915.431641
	Iteration 1F: 3 clusters Score -432907.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -433116.437500 Penalty: 2915.431641
	Iteration 2F: 3 clusters Score -433116.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -433294.718750 Penalty: 2915.431641
	Iteration 3Q: 3 clusters Score -433294.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -433432.812500 Penalty: 2915.431641
	Iteration 4Q: 3 clusters Score -433432.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -433557.187500 Penalty: 2915.431641
	Iteration 5Q: 3 clusters Score -433557.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -433688.406250 Penalty: 2915.431641
	Iteration 6Q: 3 clusters Score -433688.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -433820.812500 Penalty: 2915.431641
	Iteration 7Q: 3 clusters Score -433820.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -433977.812500 Penalty: 2915.431641
	Iteration 8Q: 3 clusters Score -433977.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -434165.593750 Penalty: 2915.431641
	Iteration 9Q: 3 clusters Score -434165.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -434368.687500 Penalty: 2915.431641
	Iteration 10Q: 3 clusters Score -434368.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -434574.531250 Penalty: 2915.431641
	Iteration 11Q: 3 clusters Score -434574.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -434768.375000 Penalty: 2915.431641
	Iteration 12Q: 3 clusters Score -434768.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -434944.781250 Penalty: 2915.431641
	Iteration 13Q: 3 clusters Score -434944.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -435107.437500 Penalty: 2915.431641
	Iteration 14Q: 3 clusters Score -435107.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -435236.281250 Penalty: 2915.431641
	Iteration 15Q: 3 clusters Score -435236.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -435327.312500 Penalty: 2915.431641
	Iteration 16Q: 3 clusters Score -435327.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -435416.562500 Penalty: 2915.431641
	Iteration 17Q: 3 clusters Score -435416.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -435488.781250 Penalty: 2915.431641
	Iteration 18Q: 3 clusters Score -435488.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -435556.656250 Penalty: 2915.431641
	Iteration 19Q: 3 clusters Score -435556.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -435614.093750 Penalty: 2915.431641
	Iteration 20F: 3 clusters Score -435614.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -435661.437500 Penalty: 2915.431641
	Iteration 21Q: 3 clusters Score -435661.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -435693.437500 Penalty: 2915.431641
	Iteration 22Q: 3 clusters Score -435693.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -435724.468750 Penalty: 2915.431641
	Iteration 23Q: 3 clusters Score -435724.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -435748.593750 Penalty: 2915.431641
	Iteration 24Q: 3 clusters Score -435748.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -435767.593750 Penalty: 2915.431641
	Iteration 25Q: 3 clusters Score -435767.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -435780.375000 Penalty: 2915.431641
	Iteration 26Q: 3 clusters Score -435780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -435788.625000 Penalty: 2915.431641
	Iteration 27Q: 3 clusters Score -435788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -435796.937500 Penalty: 2915.431641
	Iteration 28Q: 3 clusters Score -435796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -435798.093750 Penalty: 2915.431641
	Iteration 29Q: 3 clusters Score -435798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -435805.718750 Penalty: 2915.431641
	Iteration 30Q: 3 clusters Score -435805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -435811.593750 Penalty: 2915.431641
	Iteration 31Q: 3 clusters Score -435811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -435814.500000 Penalty: 2915.431641
	Iteration 32Q: 3 clusters Score -435814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -435815.937500 Penalty: 2915.431641
	Iteration 33Q: 3 clusters Score -435815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -435818.312500 Penalty: 2915.431641
	Iteration 34Q: 3 clusters Score -435818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -435820.093750 Penalty: 2915.431641
	Iteration 35Q: 3 clusters Score -435820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -435825.218750 Penalty: 2915.431641
	Iteration 36Q: 3 clusters Score -435825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -435825.468750 Penalty: 2915.431641
	Iteration 37Q: 3 clusters Score -435825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -435825.468750 Penalty: 2915.431641
	Iteration 38F: 3 clusters Score -435825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -435990.281250 Penalty: 1461.653809
	Iteration 0F: 2 clusters Score -435990.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -430025.500000 Penalty: 2923.307617
	Iteration 0F: 3 clusters Score -430025.5 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -431862.906250 Penalty: 2923.307617
	Iteration 1F: 3 clusters Score -431862.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -432089.593750 Penalty: 2923.307617
	Iteration 2F: 3 clusters Score -432089.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -432271.062500 Penalty: 2923.307617
	Iteration 3Q: 3 clusters Score -432271.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -432442.281250 Penalty: 2923.307617
	Iteration 4Q: 3 clusters Score -432442.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -432591.875000 Penalty: 2923.307617
	Iteration 5Q: 3 clusters Score -432591.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -432708.312500 Penalty: 2923.307617
	Iteration 6Q: 3 clusters Score -432708.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -432801.593750 Penalty: 2923.307617
	Iteration 7Q: 3 clusters Score -432801.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -432900.187500 Penalty: 2923.307617
	Iteration 8Q: 3 clusters Score -432900.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -433013.375000 Penalty: 2923.307617
	Iteration 9Q: 3 clusters Score -433013.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -433120.750000 Penalty: 2923.307617
	Iteration 10Q: 3 clusters Score -433120.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -433224.156250 Penalty: 2923.307617
	Iteration 11Q: 3 clusters Score -433224.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -433321.625000 Penalty: 2923.307617
	Iteration 12Q: 3 clusters Score -433321.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -433435.093750 Penalty: 2923.307617
	Iteration 13Q: 3 clusters Score -433435.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -433555.906250 Penalty: 2923.307617
	Iteration 14Q: 3 clusters Score -433555.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -433689.468750 Penalty: 2923.307617
	Iteration 15Q: 3 clusters Score -433689.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -433822.656250 Penalty: 2923.307617
	Iteration 16Q: 3 clusters Score -433822.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -433937.437500 Penalty: 2923.307617
	Iteration 17Q: 3 clusters Score -433937.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -434031.468750 Penalty: 2923.307617
	Iteration 18Q: 3 clusters Score -434031.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -434117.593750 Penalty: 2923.307617
	Iteration 19Q: 3 clusters Score -434117.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -434189.812500 Penalty: 2923.307617
	Iteration 20F: 3 clusters Score -434189.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -434247.281250 Penalty: 2923.307617
	Iteration 21Q: 3 clusters Score -434247.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -434292.656250 Penalty: 2923.307617
	Iteration 22Q: 3 clusters Score -434292.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -434331.718750 Penalty: 2923.307617
	Iteration 23Q: 3 clusters Score -434331.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -434362.875000 Penalty: 2923.307617
	Iteration 24Q: 3 clusters Score -434362.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -434402.031250 Penalty: 2923.307617
	Iteration 25Q: 3 clusters Score -434402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -434434.437500 Penalty: 2923.307617
	Iteration 26Q: 3 clusters Score -434434.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -434468.437500 Penalty: 2923.307617
	Iteration 27Q: 3 clusters Score -434468.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -434489.593750 Penalty: 2923.307617
	Iteration 28Q: 3 clusters Score -434489.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -434508.062500 Penalty: 2923.307617
	Iteration 29Q: 3 clusters Score -434508.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -434523.125000 Penalty: 2923.307617
	Iteration 30Q: 3 clusters Score -434523.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -434531.843750 Penalty: 2923.307617
	Iteration 31Q: 3 clusters Score -434531.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -434537.093750 Penalty: 2923.307617
	Iteration 32Q: 3 clusters Score -434537.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -434543.656250 Penalty: 2923.307617
	Iteration 33Q: 3 clusters Score -434543.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -434549.375000 Penalty: 2923.307617
	Iteration 34Q: 3 clusters Score -434549.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -434554.250000 Penalty: 2923.307617
	Iteration 35Q: 3 clusters Score -434554.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -434559.843750 Penalty: 2923.307617
	Iteration 36Q: 3 clusters Score -434559.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -434562.218750 Penalty: 2923.307617
	Iteration 37Q: 3 clusters Score -434562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -434565.187500 Penalty: 2923.307617
	Iteration 38Q: 3 clusters Score -434565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -434567.937500 Penalty: 2923.307617
	Iteration 39Q: 3 clusters Score -434567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -434572.156250 Penalty: 2923.307617
	Iteration 40F: 3 clusters Score -434572.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -434577.500000 Penalty: 2923.307617
	Iteration 41Q: 3 clusters Score -434577.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -434582.750000 Penalty: 2923.307617
	Iteration 42Q: 3 clusters Score -434582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -434586.125000 Penalty: 2923.307617
	Iteration 43Q: 3 clusters Score -434586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -434588.906250 Penalty: 2923.307617
	Iteration 44Q: 3 clusters Score -434588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -434592.375000 Penalty: 2923.307617
	Iteration 45Q: 3 clusters Score -434592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -434597.093750 Penalty: 2923.307617
	Iteration 46Q: 3 clusters Score -434597.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -434601.312500 Penalty: 2923.307617
	Iteration 47Q: 3 clusters Score -434601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -434605.156250 Penalty: 2923.307617
	Iteration 48Q: 3 clusters Score -434605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -434605.500000 Penalty: 2923.307617
	Iteration 49Q: 3 clusters Score -434605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -434607.875000 Penalty: 2923.307617
	Iteration 50Q: 3 clusters Score -434607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -434609.093750 Penalty: 2923.307617
	Iteration 51Q: 3 clusters Score -434609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -434608.656250 Penalty: 2923.307617
	Iteration 52Q: 3 clusters Score -434608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -434610.406250 Penalty: 2923.307617
	Iteration 53Q: 3 clusters Score -434610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -434610.312500 Penalty: 2923.307617
	Iteration 54Q: 3 clusters Score -434610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -434611.062500 Penalty: 2923.307617
	Iteration 55Q: 3 clusters Score -434611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -434611.687500 Penalty: 2923.307617
	Iteration 56Q: 3 clusters Score -434611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -434611.500000 Penalty: 2923.307617
	Iteration 57Q: 3 clusters Score -434611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -434611.625000 Penalty: 2923.307617
	Iteration 58Q: 3 clusters Score -434611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -434612.562500 Penalty: 2923.307617
	Iteration 59Q: 3 clusters Score -434612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -434611.718750 Penalty: 2923.307617
	Iteration 60F: 3 clusters Score -434611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -434613.031250 Penalty: 2923.307617
	Iteration 61Q: 3 clusters Score -434613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -434612.843750 Penalty: 2923.307617
	Iteration 62Q: 3 clusters Score -434612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -434612.750000 Penalty: 2923.307617
	Iteration 63Q: 3 clusters Score -434612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -434612.843750 Penalty: 2923.307617
	Iteration 64Q: 3 clusters Score -434612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -434613.531250 Penalty: 2923.307617
	Iteration 65Q: 3 clusters Score -434613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -434614.312500 Penalty: 2923.307617
	Iteration 66Q: 3 clusters Score -434614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -434614.281250 Penalty: 2923.307617
	Iteration 67Q: 3 clusters Score -434614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434614.562500 Penalty: 2923.307617
	Iteration 68Q: 3 clusters Score -434614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434614.562500 Penalty: 2923.307617
	Iteration 69F: 3 clusters Score -434614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -175347.265625 Penalty: 1326.501465
	Iteration 0F: 2 clusters Score -175347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -172300.640625 Penalty: 2653.002930
	Iteration 0F: 3 clusters Score -172300.6 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -173135.796875 Penalty: 2653.002930
	Iteration 1F: 3 clusters Score -173135.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -173353.375000 Penalty: 2653.002930
	Iteration 2F: 3 clusters Score -173353.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -173522.281250 Penalty: 2653.002930
	Iteration 3F: 3 clusters Score -173522.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -173642.875000 Penalty: 2653.002930
	Iteration 4F: 3 clusters Score -173642.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -173729.984375 Penalty: 2653.002930
	Iteration 5Q: 3 clusters Score -173730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -173782.312500 Penalty: 2653.002930
	Iteration 6Q: 3 clusters Score -173782.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -173824.000000 Penalty: 2653.002930
	Iteration 7Q: 3 clusters Score -173824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -173859.875000 Penalty: 2653.002930
	Iteration 8Q: 3 clusters Score -173859.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -173885.328125 Penalty: 2653.002930
	Iteration 9Q: 3 clusters Score -173885.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -173907.062500 Penalty: 2653.002930
	Iteration 10Q: 3 clusters Score -173907.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -173926.171875 Penalty: 2653.002930
	Iteration 11Q: 3 clusters Score -173926.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -173939.859375 Penalty: 2653.002930
	Iteration 12Q: 3 clusters Score -173939.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -173954.671875 Penalty: 2653.002930
	Iteration 13Q: 3 clusters Score -173954.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -173972.578125 Penalty: 2653.002930
	Iteration 14Q: 3 clusters Score -173972.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -173985.937500 Penalty: 2653.002930
	Iteration 15Q: 3 clusters Score -173985.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -173999.796875 Penalty: 2653.002930
	Iteration 16Q: 3 clusters Score -173999.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -174017.609375 Penalty: 2653.002930
	Iteration 17Q: 3 clusters Score -174017.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -174032.671875 Penalty: 2653.002930
	Iteration 18Q: 3 clusters Score -174032.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -174047.078125 Penalty: 2653.002930
	Iteration 19Q: 3 clusters Score -174047.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -174059.578125 Penalty: 2653.002930
	Iteration 20F: 3 clusters Score -174059.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -174074.046875 Penalty: 2653.002930
	Iteration 21Q: 3 clusters Score -174074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -174084.359375 Penalty: 2653.002930
	Iteration 22Q: 3 clusters Score -174084.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -174092.250000 Penalty: 2653.002930
	Iteration 23Q: 3 clusters Score -174092.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -174101.281250 Penalty: 2653.002930
	Iteration 24Q: 3 clusters Score -174101.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -174111.390625 Penalty: 2653.002930
	Iteration 25Q: 3 clusters Score -174111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -174118.812500 Penalty: 2653.002930
	Iteration 26Q: 3 clusters Score -174118.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -174129.718750 Penalty: 2653.002930
	Iteration 27Q: 3 clusters Score -174129.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -174141.875000 Penalty: 2653.002930
	Iteration 28Q: 3 clusters Score -174141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -174148.734375 Penalty: 2653.002930
	Iteration 29Q: 3 clusters Score -174148.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -174154.281250 Penalty: 2653.002930
	Iteration 30Q: 3 clusters Score -174154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -174161.281250 Penalty: 2653.002930
	Iteration 31Q: 3 clusters Score -174161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -174169.375000 Penalty: 2653.002930
	Iteration 32Q: 3 clusters Score -174169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -174173.531250 Penalty: 2653.002930
	Iteration 33Q: 3 clusters Score -174173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -174176.765625 Penalty: 2653.002930
	Iteration 34Q: 3 clusters Score -174176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -174180.671875 Penalty: 2653.002930
	Iteration 35Q: 3 clusters Score -174180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -174185.156250 Penalty: 2653.002930
	Iteration 36Q: 3 clusters Score -174185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -174194.781250 Penalty: 2653.002930
	Iteration 37Q: 3 clusters Score -174194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -174203.453125 Penalty: 2653.002930
	Iteration 38Q: 3 clusters Score -174203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -174215.906250 Penalty: 2653.002930
	Iteration 39Q: 3 clusters Score -174215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -174223.140625 Penalty: 2653.002930
	Iteration 40F: 3 clusters Score -174223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -174227.875000 Penalty: 2653.002930
	Iteration 41Q: 3 clusters Score -174227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -174231.937500 Penalty: 2653.002930
	Iteration 42Q: 3 clusters Score -174231.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -174236.859375 Penalty: 2653.002930
	Iteration 43Q: 3 clusters Score -174236.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -174240.609375 Penalty: 2653.002930
	Iteration 44Q: 3 clusters Score -174240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -174245.015625 Penalty: 2653.002930
	Iteration 45Q: 3 clusters Score -174245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -174252.453125 Penalty: 2653.002930
	Iteration 46Q: 3 clusters Score -174252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -174257.625000 Penalty: 2653.002930
	Iteration 47Q: 3 clusters Score -174257.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -174265.468750 Penalty: 2653.002930
	Iteration 48Q: 3 clusters Score -174265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -174271.609375 Penalty: 2653.002930
	Iteration 49Q: 3 clusters Score -174271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -174277.828125 Penalty: 2653.002930
	Iteration 50Q: 3 clusters Score -174277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -174283.171875 Penalty: 2653.002930
	Iteration 51Q: 3 clusters Score -174283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -174285.828125 Penalty: 2653.002930
	Iteration 52Q: 3 clusters Score -174285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -174286.062500 Penalty: 2653.002930
	Iteration 53Q: 3 clusters Score -174286.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -174286.859375 Penalty: 2653.002930
	Iteration 54Q: 3 clusters Score -174286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -174286.859375 Penalty: 2653.002930
	Iteration 55F: 3 clusters Score -174286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -209376.015625 Penalty: 1353.647827
	Iteration 0F: 2 clusters Score -209376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -205948.437500 Penalty: 2707.295654
	Iteration 0F: 3 clusters Score -205948.4 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -207227.750000 Penalty: 2707.295654
	Iteration 1F: 3 clusters Score -207227.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -207848.250000 Penalty: 2707.295654
	Iteration 2F: 3 clusters Score -207848.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -208293.968750 Penalty: 2707.295654
	Iteration 3F: 3 clusters Score -208294 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -208594.578125 Penalty: 2707.295654
	Iteration 4F: 3 clusters Score -208594.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -208841.796875 Penalty: 2707.295654
	Iteration 5F: 3 clusters Score -208841.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -209008.562500 Penalty: 2707.295654
	Iteration 6Q: 3 clusters Score -209008.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -209101.156250 Penalty: 2707.295654
	Iteration 7Q: 3 clusters Score -209101.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -209155.250000 Penalty: 2707.295654
	Iteration 8Q: 3 clusters Score -209155.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -209193.921875 Penalty: 2707.295654
	Iteration 9Q: 3 clusters Score -209193.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -209217.531250 Penalty: 2707.295654
	Iteration 10Q: 3 clusters Score -209217.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -209235.406250 Penalty: 2707.295654
	Iteration 11Q: 3 clusters Score -209235.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -209247.640625 Penalty: 2707.295654
	Iteration 12Q: 3 clusters Score -209247.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -209255.359375 Penalty: 2707.295654
	Iteration 13Q: 3 clusters Score -209255.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -209262.000000 Penalty: 2707.295654
	Iteration 14Q: 3 clusters Score -209262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -209265.578125 Penalty: 2707.295654
	Iteration 15Q: 3 clusters Score -209265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -209267.125000 Penalty: 2707.295654
	Iteration 16Q: 3 clusters Score -209267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -209269.234375 Penalty: 2707.295654
	Iteration 17Q: 3 clusters Score -209269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -209269.718750 Penalty: 2707.295654
	Iteration 18Q: 3 clusters Score -209269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -209269.640625 Penalty: 2707.295654
	Iteration 19Q: 3 clusters Score -209269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -209269.453125 Penalty: 2707.295654
	Iteration 20F: 3 clusters Score -209269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -209270.046875 Penalty: 2707.295654
	Iteration 21Q: 3 clusters Score -209270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -209270.046875 Penalty: 2707.295654
	Iteration 22F: 3 clusters Score -209270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Entering Unmasked Estep 
Score: -1044336.250000 Penalty: 1588.995605
	Iteration 0F: 2 clusters Score -1044336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1032314.937500 Penalty: 3177.991211
	Iteration 0F: 3 clusters Score -1032315 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1036511.437500 Penalty: 3177.991211
	Iteration 1F: 3 clusters Score -1036511 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1036830.687500 Penalty: 3177.991211
	Iteration 2F: 3 clusters Score -1036831 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1037130.437500 Penalty: 3177.991211
	Iteration 3Q: 3 clusters Score -1037130 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1037484.875000 Penalty: 3177.991211
	Iteration 4Q: 3 clusters Score -1037485 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1037876.000000 Penalty: 3177.991211
	Iteration 5Q: 3 clusters Score -1037876 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1038326.750000 Penalty: 3177.991211
	Iteration 6Q: 3 clusters Score -1038327 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1038818.125000 Penalty: 3177.991211
	Iteration 7Q: 3 clusters Score -1038818 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1039374.125000 Penalty: 3177.991211
	Iteration 8F: 3 clusters Score -1039374 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1039994.937500 Penalty: 3177.991211
	Iteration 9F: 3 clusters Score -1039995 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1040623.125000 Penalty: 3177.991211
	Iteration 10F: 3 clusters Score -1040623 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1041198.250000 Penalty: 3177.991211
	Iteration 11Q: 3 clusters Score -1041198 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1041635.000000 Penalty: 3177.991211
	Iteration 12Q: 3 clusters Score -1041635 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1041968.312500 Penalty: 3177.991211
	Iteration 13Q: 3 clusters Score -1041968 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1042227.750000 Penalty: 3177.991211
	Iteration 14Q: 3 clusters Score -1042228 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1042413.000000 Penalty: 3177.991211
	Iteration 15Q: 3 clusters Score -1042413 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1042553.875000 Penalty: 3177.991211
	Iteration 16Q: 3 clusters Score -1042554 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1042668.000000 Penalty: 3177.991211
	Iteration 17Q: 3 clusters Score -1042668 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1042761.562500 Penalty: 3177.991211
	Iteration 18Q: 3 clusters Score -1042762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1042826.500000 Penalty: 3177.991211
	Iteration 19Q: 3 clusters Score -1042826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1042877.625000 Penalty: 3177.991211
	Iteration 20F: 3 clusters Score -1042878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1042911.625000 Penalty: 3177.991211
	Iteration 21Q: 3 clusters Score -1042912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1042949.937500 Penalty: 3177.991211
	Iteration 22Q: 3 clusters Score -1042950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1042982.500000 Penalty: 3177.991211
	Iteration 23Q: 3 clusters Score -1042982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1042998.437500 Penalty: 3177.991211
	Iteration 24Q: 3 clusters Score -1042998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1043014.562500 Penalty: 3177.991211
	Iteration 25Q: 3 clusters Score -1043015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1043024.312500 Penalty: 3177.991211
	Iteration 26Q: 3 clusters Score -1043024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1043033.687500 Penalty: 3177.991211
	Iteration 27Q: 3 clusters Score -1043034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1043037.312500 Penalty: 3177.991211
	Iteration 28Q: 3 clusters Score -1043037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1043045.562500 Penalty: 3177.991211
	Iteration 29Q: 3 clusters Score -1043046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1043050.875000 Penalty: 3177.991211
	Iteration 30Q: 3 clusters Score -1043051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1043053.125000 Penalty: 3177.991211
	Iteration 31Q: 3 clusters Score -1043053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1043054.187500 Penalty: 3177.991211
	Iteration 32Q: 3 clusters Score -1043054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1043055.875000 Penalty: 3177.991211
	Iteration 33Q: 3 clusters Score -1043056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1043057.812500 Penalty: 3177.991211
	Iteration 34Q: 3 clusters Score -1043058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1043059.000000 Penalty: 3177.991211
	Iteration 35Q: 3 clusters Score -1043059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1043059.000000 Penalty: 3177.991211
	Iteration 36F: 3 clusters Score -1043059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -786359.250000 Penalty: 1550.530762
	Iteration 0F: 2 clusters Score -786359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -776717.625000 Penalty: 3101.061523
	Iteration 0F: 3 clusters Score -776717.6 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -780347.312500 Penalty: 3101.061523
	Iteration 1F: 3 clusters Score -780347.3 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -780926.312500 Penalty: 3101.061523
	Iteration 2F: 3 clusters Score -780926.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -781521.000000 Penalty: 3101.061523
	Iteration 3F: 3 clusters Score -781521 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -782255.625000 Penalty: 3101.061523
	Iteration 4F: 3 clusters Score -782255.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -782953.375000 Penalty: 3101.061523
	Iteration 5F: 3 clusters Score -782953.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -783526.062500 Penalty: 3101.061523
	Iteration 6F: 3 clusters Score -783526.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -783977.750000 Penalty: 3101.061523
	Iteration 7Q: 3 clusters Score -783977.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -784281.125000 Penalty: 3101.061523
	Iteration 8Q: 3 clusters Score -784281.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -784475.062500 Penalty: 3101.061523
	Iteration 9Q: 3 clusters Score -784475.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -784598.875000 Penalty: 3101.061523
	Iteration 10Q: 3 clusters Score -784598.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -784684.937500 Penalty: 3101.061523
	Iteration 11Q: 3 clusters Score -784684.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -784744.562500 Penalty: 3101.061523
	Iteration 12Q: 3 clusters Score -784744.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -784778.750000 Penalty: 3101.061523
	Iteration 13Q: 3 clusters Score -784778.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -784804.500000 Penalty: 3101.061523
	Iteration 14Q: 3 clusters Score -784804.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -784829.625000 Penalty: 3101.061523
	Iteration 15Q: 3 clusters Score -784829.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -784847.125000 Penalty: 3101.061523
	Iteration 16Q: 3 clusters Score -784847.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -784869.312500 Penalty: 3101.061523
	Iteration 17Q: 3 clusters Score -784869.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -784880.250000 Penalty: 3101.061523
	Iteration 18Q: 3 clusters Score -784880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -784891.125000 Penalty: 3101.061523
	Iteration 19Q: 3 clusters Score -784891.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -784900.500000 Penalty: 3101.061523
	Iteration 20F: 3 clusters Score -784900.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -784910.875000 Penalty: 3101.061523
	Iteration 21Q: 3 clusters Score -784910.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -784916.687500 Penalty: 3101.061523
	Iteration 22Q: 3 clusters Score -784916.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -784927.562500 Penalty: 3101.061523
	Iteration 23Q: 3 clusters Score -784927.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -784940.500000 Penalty: 3101.061523
	Iteration 24Q: 3 clusters Score -784940.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -784946.937500 Penalty: 3101.061523
	Iteration 25Q: 3 clusters Score -784946.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -784949.875000 Penalty: 3101.061523
	Iteration 26Q: 3 clusters Score -784949.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -784957.000000 Penalty: 3101.061523
	Iteration 27Q: 3 clusters Score -784957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -784964.062500 Penalty: 3101.061523
	Iteration 28Q: 3 clusters Score -784964.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -784969.500000 Penalty: 3101.061523
	Iteration 29Q: 3 clusters Score -784969.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -784976.562500 Penalty: 3101.061523
	Iteration 30Q: 3 clusters Score -784976.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -784983.312500 Penalty: 3101.061523
	Iteration 31Q: 3 clusters Score -784983.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -784989.812500 Penalty: 3101.061523
	Iteration 32Q: 3 clusters Score -784989.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -784995.250000 Penalty: 3101.061523
	Iteration 33Q: 3 clusters Score -784995.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -785005.375000 Penalty: 3101.061523
	Iteration 34Q: 3 clusters Score -785005.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -785011.125000 Penalty: 3101.061523
	Iteration 35Q: 3 clusters Score -785011.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -785018.375000 Penalty: 3101.061523
	Iteration 36Q: 3 clusters Score -785018.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -785022.500000 Penalty: 3101.061523
	Iteration 37Q: 3 clusters Score -785022.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -785026.125000 Penalty: 3101.061523
	Iteration 38Q: 3 clusters Score -785026.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -785034.125000 Penalty: 3101.061523
	Iteration 39Q: 3 clusters Score -785034.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -785041.250000 Penalty: 3101.061523
	Iteration 40F: 3 clusters Score -785041.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -785054.750000 Penalty: 3101.061523
	Iteration 41Q: 3 clusters Score -785054.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -785064.500000 Penalty: 3101.061523
	Iteration 42Q: 3 clusters Score -785064.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -785079.125000 Penalty: 3101.061523
	Iteration 43Q: 3 clusters Score -785079.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -785093.187500 Penalty: 3101.061523
	Iteration 44Q: 3 clusters Score -785093.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -785106.625000 Penalty: 3101.061523
	Iteration 45Q: 3 clusters Score -785106.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -785123.625000 Penalty: 3101.061523
	Iteration 46Q: 3 clusters Score -785123.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -785141.250000 Penalty: 3101.061523
	Iteration 47Q: 3 clusters Score -785141.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -785154.062500 Penalty: 3101.061523
	Iteration 48Q: 3 clusters Score -785154.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -785168.125000 Penalty: 3101.061523
	Iteration 49Q: 3 clusters Score -785168.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -785176.312500 Penalty: 3101.061523
	Iteration 50Q: 3 clusters Score -785176.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -785189.250000 Penalty: 3101.061523
	Iteration 51Q: 3 clusters Score -785189.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -785201.062500 Penalty: 3101.061523
	Iteration 52Q: 3 clusters Score -785201.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -785211.062500 Penalty: 3101.061523
	Iteration 53Q: 3 clusters Score -785211.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -785221.875000 Penalty: 3101.061523
	Iteration 54Q: 3 clusters Score -785221.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -785234.187500 Penalty: 3101.061523
	Iteration 55Q: 3 clusters Score -785234.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -785251.875000 Penalty: 3101.061523
	Iteration 56Q: 3 clusters Score -785251.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -785268.937500 Penalty: 3101.061523
	Iteration 57Q: 3 clusters Score -785268.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -785288.875000 Penalty: 3101.061523
	Iteration 58Q: 3 clusters Score -785288.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -785308.312500 Penalty: 3101.061523
	Iteration 59Q: 3 clusters Score -785308.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -785327.312500 Penalty: 3101.061523
	Iteration 60F: 3 clusters Score -785327.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -785337.312500 Penalty: 3101.061523
	Iteration 61Q: 3 clusters Score -785337.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -785344.875000 Penalty: 3101.061523
	Iteration 62Q: 3 clusters Score -785344.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -785355.750000 Penalty: 3101.061523
	Iteration 63Q: 3 clusters Score -785355.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -785366.312500 Penalty: 3101.061523
	Iteration 64Q: 3 clusters Score -785366.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -785381.562500 Penalty: 3101.061523
	Iteration 65Q: 3 clusters Score -785381.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -785394.875000 Penalty: 3101.061523
	Iteration 66Q: 3 clusters Score -785394.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -785410.000000 Penalty: 3101.061523
	Iteration 67Q: 3 clusters Score -785410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -785423.500000 Penalty: 3101.061523
	Iteration 68Q: 3 clusters Score -785423.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -785433.875000 Penalty: 3101.061523
	Iteration 69Q: 3 clusters Score -785433.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -785439.187500 Penalty: 3101.061523
	Iteration 70Q: 3 clusters Score -785439.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -785448.312500 Penalty: 3101.061523
	Iteration 71Q: 3 clusters Score -785448.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -785456.687500 Penalty: 3101.061523
	Iteration 72Q: 3 clusters Score -785456.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -785461.250000 Penalty: 3101.061523
	Iteration 73Q: 3 clusters Score -785461.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -785464.375000 Penalty: 3101.061523
	Iteration 74Q: 3 clusters Score -785464.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -785465.937500 Penalty: 3101.061523
	Iteration 75Q: 3 clusters Score -785465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -785468.250000 Penalty: 3101.061523
	Iteration 76Q: 3 clusters Score -785468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -785469.875000 Penalty: 3101.061523
	Iteration 77Q: 3 clusters Score -785469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -785472.937500 Penalty: 3101.061523
	Iteration 78Q: 3 clusters Score -785472.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -785474.437500 Penalty: 3101.061523
	Iteration 79Q: 3 clusters Score -785474.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -785481.750000 Penalty: 3101.061523
	Iteration 80F: 3 clusters Score -785481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -785487.625000 Penalty: 3101.061523
	Iteration 81Q: 3 clusters Score -785487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -785489.375000 Penalty: 3101.061523
	Iteration 82Q: 3 clusters Score -785489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -785491.312500 Penalty: 3101.061523
	Iteration 83Q: 3 clusters Score -785491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -785492.312500 Penalty: 3101.061523
	Iteration 84Q: 3 clusters Score -785492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -785490.875000 Penalty: 3101.061523
	Iteration 85Q: 3 clusters Score -785490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -785491.937500 Penalty: 3101.061523
	Iteration 86Q: 3 clusters Score -785491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -785492.312500 Penalty: 3101.061523
	Iteration 87Q: 3 clusters Score -785492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -785492.312500 Penalty: 3101.061523
	Iteration 88F: 3 clusters Score -785492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -409477.281250 Penalty: 1440.153687
	Iteration 0F: 2 clusters Score -409477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -404220.343750 Penalty: 2880.307373
	Iteration 0F: 3 clusters Score -404220.3 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -405897.218750 Penalty: 2880.307373
	Iteration 1F: 3 clusters Score -405897.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -406183.062500 Penalty: 2880.307373
	Iteration 2F: 3 clusters Score -406183.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -406392.218750 Penalty: 2880.307373
	Iteration 3F: 3 clusters Score -406392.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -406551.968750 Penalty: 2880.307373
	Iteration 4Q: 3 clusters Score -406552 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -406699.031250 Penalty: 2880.307373
	Iteration 5Q: 3 clusters Score -406699 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -406869.468750 Penalty: 2880.307373
	Iteration 6Q: 3 clusters Score -406869.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -407074.843750 Penalty: 2880.307373
	Iteration 7Q: 3 clusters Score -407074.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -407324.781250 Penalty: 2880.307373
	Iteration 8Q: 3 clusters Score -407324.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -407570.281250 Penalty: 2880.307373
	Iteration 9Q: 3 clusters Score -407570.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -407798.437500 Penalty: 2880.307373
	Iteration 10Q: 3 clusters Score -407798.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -407971.843750 Penalty: 2880.307373
	Iteration 11Q: 3 clusters Score -407971.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -408058.093750 Penalty: 2880.307373
	Iteration 12Q: 3 clusters Score -408058.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -408109.375000 Penalty: 2880.307373
	Iteration 13Q: 3 clusters Score -408109.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -408142.031250 Penalty: 2880.307373
	Iteration 14Q: 3 clusters Score -408142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -408161.312500 Penalty: 2880.307373
	Iteration 15Q: 3 clusters Score -408161.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -408177.718750 Penalty: 2880.307373
	Iteration 16Q: 3 clusters Score -408177.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -408190.093750 Penalty: 2880.307373
	Iteration 17Q: 3 clusters Score -408190.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -408198.500000 Penalty: 2880.307373
	Iteration 18Q: 3 clusters Score -408198.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -408207.718750 Penalty: 2880.307373
	Iteration 19Q: 3 clusters Score -408207.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -408215.718750 Penalty: 2880.307373
	Iteration 20F: 3 clusters Score -408215.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -408221.468750 Penalty: 2880.307373
	Iteration 21Q: 3 clusters Score -408221.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -408228.687500 Penalty: 2880.307373
	Iteration 22Q: 3 clusters Score -408228.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -408230.781250 Penalty: 2880.307373
	Iteration 23Q: 3 clusters Score -408230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -408235.062500 Penalty: 2880.307373
	Iteration 24Q: 3 clusters Score -408235.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -408236.750000 Penalty: 2880.307373
	Iteration 25Q: 3 clusters Score -408236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -408240.031250 Penalty: 2880.307373
	Iteration 26Q: 3 clusters Score -408240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -408241.937500 Penalty: 2880.307373
	Iteration 27Q: 3 clusters Score -408241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -408245.562500 Penalty: 2880.307373
	Iteration 28Q: 3 clusters Score -408245.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -408247.406250 Penalty: 2880.307373
	Iteration 29Q: 3 clusters Score -408247.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -408251.000000 Penalty: 2880.307373
	Iteration 30Q: 3 clusters Score -408251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -408253.156250 Penalty: 2880.307373
	Iteration 31Q: 3 clusters Score -408253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -408255.437500 Penalty: 2880.307373
	Iteration 32Q: 3 clusters Score -408255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -408256.250000 Penalty: 2880.307373
	Iteration 33Q: 3 clusters Score -408256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -408257.343750 Penalty: 2880.307373
	Iteration 34Q: 3 clusters Score -408257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -408257.843750 Penalty: 2880.307373
	Iteration 35Q: 3 clusters Score -408257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -408258.531250 Penalty: 2880.307373
	Iteration 36Q: 3 clusters Score -408258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -408260.125000 Penalty: 2880.307373
	Iteration 37Q: 3 clusters Score -408260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -408261.093750 Penalty: 2880.307373
	Iteration 38Q: 3 clusters Score -408261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -408261.406250 Penalty: 2880.307373
	Iteration 39Q: 3 clusters Score -408261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -408261.531250 Penalty: 2880.307373
	Iteration 40F: 3 clusters Score -408261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -408262.250000 Penalty: 2880.307373
	Iteration 41Q: 3 clusters Score -408262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -408263.593750 Penalty: 2880.307373
	Iteration 42Q: 3 clusters Score -408263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -408263.593750 Penalty: 2880.307373
	Iteration 43F: 3 clusters Score -408263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Entering Unmasked Estep 
Score: -995127.187500 Penalty: 1583.670288
	Iteration 0F: 2 clusters Score -995127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -983292.750000 Penalty: 3167.340576
	Iteration 0F: 3 clusters Score -983292.8 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -987504.187500 Penalty: 3167.340576
	Iteration 1F: 3 clusters Score -987504.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -987878.875000 Penalty: 3167.340576
	Iteration 2F: 3 clusters Score -987878.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -988204.187500 Penalty: 3167.340576
	Iteration 3Q: 3 clusters Score -988204.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -988524.125000 Penalty: 3167.340576
	Iteration 4Q: 3 clusters Score -988524.1 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -988888.000000 Penalty: 3167.340576
	Iteration 5Q: 3 clusters Score -988888 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -989382.000000 Penalty: 3167.340576
	Iteration 6Q: 3 clusters Score -989382 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -989978.375000 Penalty: 3167.340576
	Iteration 7F: 3 clusters Score -989978.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -990589.062500 Penalty: 3167.340576
	Iteration 8F: 3 clusters Score -990589.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -991230.125000 Penalty: 3167.340576
	Iteration 9F: 3 clusters Score -991230.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -991946.937500 Penalty: 3167.340576
	Iteration 10F: 3 clusters Score -991946.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -992774.875000 Penalty: 3167.340576
	Iteration 11F: 3 clusters Score -992774.9 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -993763.250000 Penalty: 3167.340576
	Iteration 12F: 3 clusters Score -993763.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -994850.812500 Penalty: 3167.340576
	Iteration 13F: 3 clusters Score -994850.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -995933.312500 Penalty: 3167.340576
	Iteration 14Q: 3 clusters Score -995933.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -996901.375000 Penalty: 3167.340576
	Iteration 15Q: 3 clusters Score -996901.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -997454.812500 Penalty: 3167.340576
	Iteration 16Q: 3 clusters Score -997454.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -997772.187500 Penalty: 3167.340576
	Iteration 17Q: 3 clusters Score -997772.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -997929.312500 Penalty: 3167.340576
	Iteration 18Q: 3 clusters Score -997929.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -998007.000000 Penalty: 3167.340576
	Iteration 19Q: 3 clusters Score -998007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -998044.812500 Penalty: 3167.340576
	Iteration 20F: 3 clusters Score -998044.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -998071.187500 Penalty: 3167.340576
	Iteration 21Q: 3 clusters Score -998071.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -998085.062500 Penalty: 3167.340576
	Iteration 22Q: 3 clusters Score -998085.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -998097.250000 Penalty: 3167.340576
	Iteration 23Q: 3 clusters Score -998097.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -998111.625000 Penalty: 3167.340576
	Iteration 24Q: 3 clusters Score -998111.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -998121.000000 Penalty: 3167.340576
	Iteration 25Q: 3 clusters Score -998121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -998124.812500 Penalty: 3167.340576
	Iteration 26Q: 3 clusters Score -998124.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -998130.250000 Penalty: 3167.340576
	Iteration 27Q: 3 clusters Score -998130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -998130.375000 Penalty: 3167.340576
	Iteration 28Q: 3 clusters Score -998130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -998132.687500 Penalty: 3167.340576
	Iteration 29Q: 3 clusters Score -998132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -998133.500000 Penalty: 3167.340576
	Iteration 30Q: 3 clusters Score -998133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -998134.125000 Penalty: 3167.340576
	Iteration 31Q: 3 clusters Score -998134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -998132.875000 Penalty: 3167.340576
	Iteration 32Q: 3 clusters Score -998132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -998134.312500 Penalty: 3167.340576
	Iteration 33Q: 3 clusters Score -998134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -998135.187500 Penalty: 3167.340576
	Iteration 34Q: 3 clusters Score -998135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -998135.187500 Penalty: 3167.340576
	Iteration 35F: 3 clusters Score -998135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 7643 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
Score: -10557911.000000 Penalty: 33598.609375
Splitting cluster 10 changes total score from -10555300.000000 to -10557911.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -429740.062500 Penalty: 1463.975586
	Iteration 0F: 2 clusters Score -429740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -423777.937500 Penalty: 2927.951172
	Iteration 0F: 3 clusters Score -423777.9 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -425723.312500 Penalty: 2927.951172
	Iteration 1F: 3 clusters Score -425723.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -426154.625000 Penalty: 2927.951172
	Iteration 2F: 3 clusters Score -426154.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -426652.437500 Penalty: 2927.951172
	Iteration 3F: 3 clusters Score -426652.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -427153.781250 Penalty: 2927.951172
	Iteration 4F: 3 clusters Score -427153.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -427514.031250 Penalty: 2927.951172
	Iteration 5F: 3 clusters Score -427514 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -427781.125000 Penalty: 2927.951172
	Iteration 6F: 3 clusters Score -427781.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -428008.250000 Penalty: 2927.951172
	Iteration 7Q: 3 clusters Score -428008.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -428187.656250 Penalty: 2927.951172
	Iteration 8Q: 3 clusters Score -428187.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -428333.843750 Penalty: 2927.951172
	Iteration 9Q: 3 clusters Score -428333.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -428491.312500 Penalty: 2927.951172
	Iteration 10Q: 3 clusters Score -428491.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -428618.781250 Penalty: 2927.951172
	Iteration 11Q: 3 clusters Score -428618.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -428738.843750 Penalty: 2927.951172
	Iteration 12Q: 3 clusters Score -428738.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -428824.187500 Penalty: 2927.951172
	Iteration 13Q: 3 clusters Score -428824.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -428891.250000 Penalty: 2927.951172
	Iteration 14Q: 3 clusters Score -428891.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -428946.000000 Penalty: 2927.951172
	Iteration 15Q: 3 clusters Score -428946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -428984.406250 Penalty: 2927.951172
	Iteration 16Q: 3 clusters Score -428984.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -429004.843750 Penalty: 2927.951172
	Iteration 17Q: 3 clusters Score -429004.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -429016.062500 Penalty: 2927.951172
	Iteration 18Q: 3 clusters Score -429016.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -429020.156250 Penalty: 2927.951172
	Iteration 19Q: 3 clusters Score -429020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -429024.625000 Penalty: 2927.951172
	Iteration 20F: 3 clusters Score -429024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -429028.437500 Penalty: 2927.951172
	Iteration 21Q: 3 clusters Score -429028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -429030.750000 Penalty: 2927.951172
	Iteration 22Q: 3 clusters Score -429030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -429034.562500 Penalty: 2927.951172
	Iteration 23Q: 3 clusters Score -429034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -429037.781250 Penalty: 2927.951172
	Iteration 24Q: 3 clusters Score -429037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -429039.000000 Penalty: 2927.951172
	Iteration 25Q: 3 clusters Score -429039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -429040.531250 Penalty: 2927.951172
	Iteration 26Q: 3 clusters Score -429040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -429043.593750 Penalty: 2927.951172
	Iteration 27Q: 3 clusters Score -429043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -429044.281250 Penalty: 2927.951172
	Iteration 28Q: 3 clusters Score -429044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429044.093750 Penalty: 2927.951172
	Iteration 29Q: 3 clusters Score -429044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429044.093750 Penalty: 2927.951172
	Iteration 30F: 3 clusters Score -429044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -131178.296875 Penalty: 1278.466919
	Iteration 0F: 2 clusters Score -131178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -128704.226562 Penalty: 2556.933838
	Iteration 0F: 3 clusters Score -128704.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -129333.031250 Penalty: 2556.933838
	Iteration 1F: 3 clusters Score -129333 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -129492.953125 Penalty: 2556.933838
	Iteration 2F: 3 clusters Score -129493 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -129616.460938 Penalty: 2556.933838
	Iteration 3F: 3 clusters Score -129616.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -129689.640625 Penalty: 2556.933838
	Iteration 4Q: 3 clusters Score -129689.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -129756.914062 Penalty: 2556.933838
	Iteration 5Q: 3 clusters Score -129756.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -129799.796875 Penalty: 2556.933838
	Iteration 6Q: 3 clusters Score -129799.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -129824.843750 Penalty: 2556.933838
	Iteration 7Q: 3 clusters Score -129824.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -129845.046875 Penalty: 2556.933838
	Iteration 8Q: 3 clusters Score -129845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -129863.250000 Penalty: 2556.933838
	Iteration 9Q: 3 clusters Score -129863.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -129882.187500 Penalty: 2556.933838
	Iteration 10Q: 3 clusters Score -129882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -129898.031250 Penalty: 2556.933838
	Iteration 11Q: 3 clusters Score -129898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -129914.078125 Penalty: 2556.933838
	Iteration 12Q: 3 clusters Score -129914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -129924.382812 Penalty: 2556.933838
	Iteration 13Q: 3 clusters Score -129924.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -129933.437500 Penalty: 2556.933838
	Iteration 14Q: 3 clusters Score -129933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -129941.804688 Penalty: 2556.933838
	Iteration 15Q: 3 clusters Score -129941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -129950.335938 Penalty: 2556.933838
	Iteration 16Q: 3 clusters Score -129950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -129959.585938 Penalty: 2556.933838
	Iteration 17Q: 3 clusters Score -129959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -129963.531250 Penalty: 2556.933838
	Iteration 18Q: 3 clusters Score -129963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -129968.250000 Penalty: 2556.933838
	Iteration 19Q: 3 clusters Score -129968.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -129973.468750 Penalty: 2556.933838
	Iteration 20F: 3 clusters Score -129973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -129978.257812 Penalty: 2556.933838
	Iteration 21Q: 3 clusters Score -129978.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -129983.921875 Penalty: 2556.933838
	Iteration 22Q: 3 clusters Score -129983.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -129988.773438 Penalty: 2556.933838
	Iteration 23Q: 3 clusters Score -129988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -129996.140625 Penalty: 2556.933838
	Iteration 24Q: 3 clusters Score -129996.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -130001.062500 Penalty: 2556.933838
	Iteration 25Q: 3 clusters Score -130001.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -130006.046875 Penalty: 2556.933838
	Iteration 26Q: 3 clusters Score -130006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -130016.085938 Penalty: 2556.933838
	Iteration 27Q: 3 clusters Score -130016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -130024.015625 Penalty: 2556.933838
	Iteration 28Q: 3 clusters Score -130024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -130031.367188 Penalty: 2556.933838
	Iteration 29Q: 3 clusters Score -130031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -130038.437500 Penalty: 2556.933838
	Iteration 30Q: 3 clusters Score -130038.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -130047.320312 Penalty: 2556.933838
	Iteration 31Q: 3 clusters Score -130047.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -130053.710938 Penalty: 2556.933838
	Iteration 32Q: 3 clusters Score -130053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -130059.554688 Penalty: 2556.933838
	Iteration 33Q: 3 clusters Score -130059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -130066.085938 Penalty: 2556.933838
	Iteration 34Q: 3 clusters Score -130066.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -130072.281250 Penalty: 2556.933838
	Iteration 35Q: 3 clusters Score -130072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -130078.015625 Penalty: 2556.933838
	Iteration 36Q: 3 clusters Score -130078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -130081.796875 Penalty: 2556.933838
	Iteration 37Q: 3 clusters Score -130081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -130087.046875 Penalty: 2556.933838
	Iteration 38Q: 3 clusters Score -130087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -130091.492188 Penalty: 2556.933838
	Iteration 39Q: 3 clusters Score -130091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -130096.351562 Penalty: 2556.933838
	Iteration 40F: 3 clusters Score -130096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -130101.210938 Penalty: 2556.933838
	Iteration 41Q: 3 clusters Score -130101.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -130106.445312 Penalty: 2556.933838
	Iteration 42Q: 3 clusters Score -130106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -130108.859375 Penalty: 2556.933838
	Iteration 43Q: 3 clusters Score -130108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -130112.476562 Penalty: 2556.933838
	Iteration 44Q: 3 clusters Score -130112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -130116.242188 Penalty: 2556.933838
	Iteration 45Q: 3 clusters Score -130116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -130119.046875 Penalty: 2556.933838
	Iteration 46Q: 3 clusters Score -130119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -130121.078125 Penalty: 2556.933838
	Iteration 47Q: 3 clusters Score -130121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -130123.773438 Penalty: 2556.933838
	Iteration 48Q: 3 clusters Score -130123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -130124.234375 Penalty: 2556.933838
	Iteration 49Q: 3 clusters Score -130124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -130125.242188 Penalty: 2556.933838
	Iteration 50Q: 3 clusters Score -130125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -130128.007812 Penalty: 2556.933838
	Iteration 51Q: 3 clusters Score -130128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -130130.046875 Penalty: 2556.933838
	Iteration 52Q: 3 clusters Score -130130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -130132.304688 Penalty: 2556.933838
	Iteration 53Q: 3 clusters Score -130132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -130133.468750 Penalty: 2556.933838
	Iteration 54Q: 3 clusters Score -130133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -130135.625000 Penalty: 2556.933838
	Iteration 55Q: 3 clusters Score -130135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -130137.046875 Penalty: 2556.933838
	Iteration 56Q: 3 clusters Score -130137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -130138.164062 Penalty: 2556.933838
	Iteration 57Q: 3 clusters Score -130138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -130138.898438 Penalty: 2556.933838
	Iteration 58Q: 3 clusters Score -130138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -130141.023438 Penalty: 2556.933838
	Iteration 59Q: 3 clusters Score -130141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -130145.109375 Penalty: 2556.933838
	Iteration 60F: 3 clusters Score -130145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -130151.437500 Penalty: 2556.933838
	Iteration 61Q: 3 clusters Score -130151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -130158.070312 Penalty: 2556.933838
	Iteration 62Q: 3 clusters Score -130158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -130162.796875 Penalty: 2556.933838
	Iteration 63Q: 3 clusters Score -130162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -130167.835938 Penalty: 2556.933838
	Iteration 64Q: 3 clusters Score -130167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -130173.132812 Penalty: 2556.933838
	Iteration 65Q: 3 clusters Score -130173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -130175.117188 Penalty: 2556.933838
	Iteration 66Q: 3 clusters Score -130175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -130175.351562 Penalty: 2556.933838
	Iteration 67Q: 3 clusters Score -130175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -130175.937500 Penalty: 2556.933838
	Iteration 68Q: 3 clusters Score -130175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -130176.414062 Penalty: 2556.933838
	Iteration 69Q: 3 clusters Score -130176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -130177.562500 Penalty: 2556.933838
	Iteration 70Q: 3 clusters Score -130177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -130179.164062 Penalty: 2556.933838
	Iteration 71Q: 3 clusters Score -130179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -130181.429688 Penalty: 2556.933838
	Iteration 72Q: 3 clusters Score -130181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -130182.890625 Penalty: 2556.933838
	Iteration 73Q: 3 clusters Score -130182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -130183.671875 Penalty: 2556.933838
	Iteration 74Q: 3 clusters Score -130183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -130183.671875 Penalty: 2556.933838
	Iteration 75F: 3 clusters Score -130183.7 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: -593578.937500 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -593578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -586582.875000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -586582.9 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -588930.937500 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -588930.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -589227.375000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -589227.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -589463.125000 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -589463.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -589692.437500 Penalty: 2984.331299
	Iteration 4Q: 3 clusters Score -589692.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -589930.125000 Penalty: 2984.331299
	Iteration 5Q: 3 clusters Score -589930.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -590166.750000 Penalty: 2984.331299
	Iteration 6Q: 3 clusters Score -590166.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -590369.187500 Penalty: 2984.331299
	Iteration 7Q: 3 clusters Score -590369.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -590589.250000 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -590589.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -590838.812500 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -590838.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -591074.687500 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -591074.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -591316.000000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -591316 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -591539.687500 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -591539.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -591689.125000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -591689.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -591830.312500 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -591830.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -591923.750000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -591923.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -591982.375000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -591982.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -592022.812500 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -592022.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -592058.500000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -592058.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -592092.812500 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -592092.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -592126.312500 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -592126.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -592158.437500 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -592158.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -592188.375000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -592188.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -592219.625000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -592219.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -592242.375000 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -592242.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -592264.875000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -592264.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -592284.812500 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -592284.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -592304.187500 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -592304.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -592323.812500 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -592323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -592340.250000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -592340.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -592349.312500 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -592349.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -592354.812500 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -592354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -592358.500000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -592358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -592363.125000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -592363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -592368.375000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -592368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -592371.312500 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -592371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -592374.312500 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -592374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -592377.375000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -592377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -592380.562500 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -592380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -592384.375000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -592384.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -592387.750000 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -592387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -592389.875000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -592389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -592392.187500 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -592392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -592391.625000 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -592391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -592395.000000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -592395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -592396.375000 Penalty: 2984.331299
	Iteration 45Q: 3 clusters Score -592396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -592394.875000 Penalty: 2984.331299
	Iteration 46Q: 3 clusters Score -592394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -592394.875000 Penalty: 2984.331299
	Iteration 47F: 3 clusters Score -592394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Entering Unmasked Estep 
Score: -774097.312500 Penalty: 1540.162231
	Iteration 0F: 2 clusters Score -774097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -764926.562500 Penalty: 3080.324463
	Iteration 0F: 3 clusters Score -764926.6 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -768084.125000 Penalty: 3080.324463
	Iteration 1F: 3 clusters Score -768084.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -768599.875000 Penalty: 3080.324463
	Iteration 2F: 3 clusters Score -768599.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -769148.000000 Penalty: 3080.324463
	Iteration 3F: 3 clusters Score -769148 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -769712.562500 Penalty: 3080.324463
	Iteration 4F: 3 clusters Score -769712.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -770268.937500 Penalty: 3080.324463
	Iteration 5F: 3 clusters Score -770268.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -770774.250000 Penalty: 3080.324463
	Iteration 6F: 3 clusters Score -770774.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -771239.562500 Penalty: 3080.324463
	Iteration 7F: 3 clusters Score -771239.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -771674.875000 Penalty: 3080.324463
	Iteration 8Q: 3 clusters Score -771674.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -772019.750000 Penalty: 3080.324463
	Iteration 9Q: 3 clusters Score -772019.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -772277.250000 Penalty: 3080.324463
	Iteration 10Q: 3 clusters Score -772277.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -772447.437500 Penalty: 3080.324463
	Iteration 11Q: 3 clusters Score -772447.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -772552.437500 Penalty: 3080.324463
	Iteration 12Q: 3 clusters Score -772552.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -772640.875000 Penalty: 3080.324463
	Iteration 13Q: 3 clusters Score -772640.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -772708.250000 Penalty: 3080.324463
	Iteration 14Q: 3 clusters Score -772708.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -772763.812500 Penalty: 3080.324463
	Iteration 15Q: 3 clusters Score -772763.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -772803.812500 Penalty: 3080.324463
	Iteration 16Q: 3 clusters Score -772803.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -772838.250000 Penalty: 3080.324463
	Iteration 17Q: 3 clusters Score -772838.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -772868.750000 Penalty: 3080.324463
	Iteration 18Q: 3 clusters Score -772868.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -772895.312500 Penalty: 3080.324463
	Iteration 19Q: 3 clusters Score -772895.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -772920.312500 Penalty: 3080.324463
	Iteration 20F: 3 clusters Score -772920.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -772943.437500 Penalty: 3080.324463
	Iteration 21Q: 3 clusters Score -772943.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -772963.625000 Penalty: 3080.324463
	Iteration 22Q: 3 clusters Score -772963.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -772981.750000 Penalty: 3080.324463
	Iteration 23Q: 3 clusters Score -772981.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -772998.500000 Penalty: 3080.324463
	Iteration 24Q: 3 clusters Score -772998.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -773016.625000 Penalty: 3080.324463
	Iteration 25Q: 3 clusters Score -773016.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -773034.312500 Penalty: 3080.324463
	Iteration 26Q: 3 clusters Score -773034.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -773053.187500 Penalty: 3080.324463
	Iteration 27Q: 3 clusters Score -773053.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -773072.687500 Penalty: 3080.324463
	Iteration 28Q: 3 clusters Score -773072.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -773090.562500 Penalty: 3080.324463
	Iteration 29Q: 3 clusters Score -773090.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -773108.687500 Penalty: 3080.324463
	Iteration 30Q: 3 clusters Score -773108.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -773124.625000 Penalty: 3080.324463
	Iteration 31Q: 3 clusters Score -773124.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -773148.125000 Penalty: 3080.324463
	Iteration 32Q: 3 clusters Score -773148.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -773168.187500 Penalty: 3080.324463
	Iteration 33Q: 3 clusters Score -773168.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -773184.437500 Penalty: 3080.324463
	Iteration 34Q: 3 clusters Score -773184.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -773195.437500 Penalty: 3080.324463
	Iteration 35Q: 3 clusters Score -773195.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -773204.062500 Penalty: 3080.324463
	Iteration 36Q: 3 clusters Score -773204.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -773224.375000 Penalty: 3080.324463
	Iteration 37Q: 3 clusters Score -773224.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -773236.312500 Penalty: 3080.324463
	Iteration 38Q: 3 clusters Score -773236.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -773251.062500 Penalty: 3080.324463
	Iteration 39Q: 3 clusters Score -773251.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -773260.437500 Penalty: 3080.324463
	Iteration 40F: 3 clusters Score -773260.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -773266.687500 Penalty: 3080.324463
	Iteration 41Q: 3 clusters Score -773266.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -773276.687500 Penalty: 3080.324463
	Iteration 42Q: 3 clusters Score -773276.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -773287.125000 Penalty: 3080.324463
	Iteration 43Q: 3 clusters Score -773287.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -773293.250000 Penalty: 3080.324463
	Iteration 44Q: 3 clusters Score -773293.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -773298.437500 Penalty: 3080.324463
	Iteration 45Q: 3 clusters Score -773298.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -773303.875000 Penalty: 3080.324463
	Iteration 46Q: 3 clusters Score -773303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -773306.000000 Penalty: 3080.324463
	Iteration 47Q: 3 clusters Score -773306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -773305.937500 Penalty: 3080.324463
	Iteration 48Q: 3 clusters Score -773305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -773307.687500 Penalty: 3080.324463
	Iteration 49Q: 3 clusters Score -773307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -773309.125000 Penalty: 3080.324463
	Iteration 50Q: 3 clusters Score -773309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -773309.312500 Penalty: 3080.324463
	Iteration 51Q: 3 clusters Score -773309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -773311.937500 Penalty: 3080.324463
	Iteration 52Q: 3 clusters Score -773311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -773311.687500 Penalty: 3080.324463
	Iteration 53Q: 3 clusters Score -773311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -773310.812500 Penalty: 3080.324463
	Iteration 54Q: 3 clusters Score -773310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -773310.687500 Penalty: 3080.324463
	Iteration 55Q: 3 clusters Score -773310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -773310.437500 Penalty: 3080.324463
	Iteration 56Q: 3 clusters Score -773310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -773312.312500 Penalty: 3080.324463
	Iteration 57Q: 3 clusters Score -773312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -773311.687500 Penalty: 3080.324463
	Iteration 58Q: 3 clusters Score -773311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -773315.062500 Penalty: 3080.324463
	Iteration 59Q: 3 clusters Score -773315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -773314.625000 Penalty: 3080.324463
	Iteration 60F: 3 clusters Score -773314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -773317.250000 Penalty: 3080.324463
	Iteration 61Q: 3 clusters Score -773317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -773317.937500 Penalty: 3080.324463
	Iteration 62Q: 3 clusters Score -773317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -773316.437500 Penalty: 3080.324463
	Iteration 63Q: 3 clusters Score -773316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -773317.375000 Penalty: 3080.324463
	Iteration 64Q: 3 clusters Score -773317.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -773319.000000 Penalty: 3080.324463
	Iteration 65Q: 3 clusters Score -773319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -773321.375000 Penalty: 3080.324463
	Iteration 66Q: 3 clusters Score -773321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -773323.125000 Penalty: 3080.324463
	Iteration 67Q: 3 clusters Score -773323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -773324.000000 Penalty: 3080.324463
	Iteration 68Q: 3 clusters Score -773324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -773323.500000 Penalty: 3080.324463
	Iteration 69Q: 3 clusters Score -773323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -773323.937500 Penalty: 3080.324463
	Iteration 70Q: 3 clusters Score -773323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -773324.937500 Penalty: 3080.324463
	Iteration 71Q: 3 clusters Score -773324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -773323.937500 Penalty: 3080.324463
	Iteration 72Q: 3 clusters Score -773323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -773322.500000 Penalty: 3080.324463
	Iteration 73Q: 3 clusters Score -773322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -773324.625000 Penalty: 3080.324463
	Iteration 74Q: 3 clusters Score -773324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -773323.375000 Penalty: 3080.324463
	Iteration 75Q: 3 clusters Score -773323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -773323.562500 Penalty: 3080.324463
	Iteration 76Q: 3 clusters Score -773323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -773323.187500 Penalty: 3080.324463
	Iteration 77Q: 3 clusters Score -773323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -773323.625000 Penalty: 3080.324463
	Iteration 78Q: 3 clusters Score -773323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -773323.625000 Penalty: 3080.324463
	Iteration 79F: 3 clusters Score -773323.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -439592.062500 Penalty: 1444.714111
	Iteration 0F: 2 clusters Score -439592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -434172.718750 Penalty: 2889.428223
	Iteration 0F: 3 clusters Score -434172.7 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -435778.656250 Penalty: 2889.428223
	Iteration 1F: 3 clusters Score -435778.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -436035.625000 Penalty: 2889.428223
	Iteration 2F: 3 clusters Score -436035.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -436257.968750 Penalty: 2889.428223
	Iteration 3F: 3 clusters Score -436258 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -436473.562500 Penalty: 2889.428223
	Iteration 4F: 3 clusters Score -436473.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -436706.468750 Penalty: 2889.428223
	Iteration 5F: 3 clusters Score -436706.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436932.812500 Penalty: 2889.428223
	Iteration 6Q: 3 clusters Score -436932.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -437163.031250 Penalty: 2889.428223
	Iteration 7Q: 3 clusters Score -437163 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -437408.875000 Penalty: 2889.428223
	Iteration 8Q: 3 clusters Score -437408.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -437661.218750 Penalty: 2889.428223
	Iteration 9Q: 3 clusters Score -437661.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -437856.062500 Penalty: 2889.428223
	Iteration 10Q: 3 clusters Score -437856.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -438009.937500 Penalty: 2889.428223
	Iteration 11Q: 3 clusters Score -438009.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -438119.312500 Penalty: 2889.428223
	Iteration 12Q: 3 clusters Score -438119.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -438204.406250 Penalty: 2889.428223
	Iteration 13Q: 3 clusters Score -438204.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -438256.875000 Penalty: 2889.428223
	Iteration 14Q: 3 clusters Score -438256.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -438296.250000 Penalty: 2889.428223
	Iteration 15Q: 3 clusters Score -438296.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -438320.406250 Penalty: 2889.428223
	Iteration 16Q: 3 clusters Score -438320.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -438336.875000 Penalty: 2889.428223
	Iteration 17Q: 3 clusters Score -438336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -438347.656250 Penalty: 2889.428223
	Iteration 18Q: 3 clusters Score -438347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -438357.406250 Penalty: 2889.428223
	Iteration 19Q: 3 clusters Score -438357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -438357.593750 Penalty: 2889.428223
	Iteration 20F: 3 clusters Score -438357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -438358.593750 Penalty: 2889.428223
	Iteration 21Q: 3 clusters Score -438358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -438361.281250 Penalty: 2889.428223
	Iteration 22Q: 3 clusters Score -438361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -438363.531250 Penalty: 2889.428223
	Iteration 23Q: 3 clusters Score -438363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -438368.875000 Penalty: 2889.428223
	Iteration 24Q: 3 clusters Score -438368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -438375.125000 Penalty: 2889.428223
	Iteration 25Q: 3 clusters Score -438375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -438379.375000 Penalty: 2889.428223
	Iteration 26Q: 3 clusters Score -438379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -438383.031250 Penalty: 2889.428223
	Iteration 27Q: 3 clusters Score -438383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -438385.093750 Penalty: 2889.428223
	Iteration 28Q: 3 clusters Score -438385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -438389.406250 Penalty: 2889.428223
	Iteration 29Q: 3 clusters Score -438389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -438395.187500 Penalty: 2889.428223
	Iteration 30Q: 3 clusters Score -438395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -438399.718750 Penalty: 2889.428223
	Iteration 31Q: 3 clusters Score -438399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -438402.968750 Penalty: 2889.428223
	Iteration 32Q: 3 clusters Score -438403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -438406.156250 Penalty: 2889.428223
	Iteration 33Q: 3 clusters Score -438406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -438407.656250 Penalty: 2889.428223
	Iteration 34Q: 3 clusters Score -438407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -438407.656250 Penalty: 2889.428223
	Iteration 35F: 3 clusters Score -438407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -47765.523438 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -47765.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46381.730469 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -46381.73 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46610.968750 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -46610.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46675.726562 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -46675.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -46712.687500 Penalty: 2233.104736
	Iteration 3Q: 3 clusters Score -46712.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46748.332031 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -46748.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46783.808594 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -46783.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -46805.832031 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -46805.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -46824.722656 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -46824.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -46839.871094 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -46839.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46850.996094 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -46851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46862.257812 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -46862.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -46880.675781 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -46880.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -46907.394531 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -46907.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -46918.652344 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -46918.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -46926.882812 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -46926.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -46932.289062 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -46932.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46933.722656 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -46933.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46935.898438 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -46935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -46942.519531 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -46942.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -46951.718750 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -46951.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -46954.496094 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -46954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -46961.003906 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -46961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -46966.726562 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -46966.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -46980.906250 Penalty: 2233.104736
	Iteration 23Q: 3 clusters Score -46980.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -47001.410156 Penalty: 2233.104736
	Iteration 24Q: 3 clusters Score -47001.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -47022.796875 Penalty: 2233.104736
	Iteration 25Q: 3 clusters Score -47022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -47032.683594 Penalty: 2233.104736
	Iteration 26Q: 3 clusters Score -47032.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47041.800781 Penalty: 2233.104736
	Iteration 27Q: 3 clusters Score -47041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47045.156250 Penalty: 2233.104736
	Iteration 28Q: 3 clusters Score -47045.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -47045.914062 Penalty: 2233.104736
	Iteration 29Q: 3 clusters Score -47045.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47046.910156 Penalty: 2233.104736
	Iteration 30Q: 3 clusters Score -47046.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47046.910156 Penalty: 2233.104736
	Iteration 31F: 3 clusters Score -47046.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -364213.187500 Penalty: 1416.223999
	Iteration 0F: 2 clusters Score -364213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -359550.562500 Penalty: 2832.447998
	Iteration 0F: 3 clusters Score -359550.6 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -360929.218750 Penalty: 2832.447998
	Iteration 1F: 3 clusters Score -360929.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -361166.437500 Penalty: 2832.447998
	Iteration 2F: 3 clusters Score -361166.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -361380.218750 Penalty: 2832.447998
	Iteration 3F: 3 clusters Score -361380.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -361591.906250 Penalty: 2832.447998
	Iteration 4F: 3 clusters Score -361591.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -361796.406250 Penalty: 2832.447998
	Iteration 5F: 3 clusters Score -361796.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -362013.843750 Penalty: 2832.447998
	Iteration 6Q: 3 clusters Score -362013.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -362261.718750 Penalty: 2832.447998
	Iteration 7F: 3 clusters Score -362261.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -362493.906250 Penalty: 2832.447998
	Iteration 8Q: 3 clusters Score -362493.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -362688.250000 Penalty: 2832.447998
	Iteration 9Q: 3 clusters Score -362688.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -362829.375000 Penalty: 2832.447998
	Iteration 10Q: 3 clusters Score -362829.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -362932.406250 Penalty: 2832.447998
	Iteration 11Q: 3 clusters Score -362932.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -363015.531250 Penalty: 2832.447998
	Iteration 12Q: 3 clusters Score -363015.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -363078.781250 Penalty: 2832.447998
	Iteration 13Q: 3 clusters Score -363078.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -363124.781250 Penalty: 2832.447998
	Iteration 14Q: 3 clusters Score -363124.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -363163.031250 Penalty: 2832.447998
	Iteration 15Q: 3 clusters Score -363163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -363198.937500 Penalty: 2832.447998
	Iteration 16Q: 3 clusters Score -363198.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -363235.750000 Penalty: 2832.447998
	Iteration 17Q: 3 clusters Score -363235.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -363266.812500 Penalty: 2832.447998
	Iteration 18Q: 3 clusters Score -363266.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -363290.562500 Penalty: 2832.447998
	Iteration 19Q: 3 clusters Score -363290.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -363308.687500 Penalty: 2832.447998
	Iteration 20F: 3 clusters Score -363308.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -363322.125000 Penalty: 2832.447998
	Iteration 21Q: 3 clusters Score -363322.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -363331.312500 Penalty: 2832.447998
	Iteration 22Q: 3 clusters Score -363331.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -363339.562500 Penalty: 2832.447998
	Iteration 23Q: 3 clusters Score -363339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -363347.750000 Penalty: 2832.447998
	Iteration 24Q: 3 clusters Score -363347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -363353.718750 Penalty: 2832.447998
	Iteration 25Q: 3 clusters Score -363353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -363359.406250 Penalty: 2832.447998
	Iteration 26Q: 3 clusters Score -363359.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -363366.156250 Penalty: 2832.447998
	Iteration 27Q: 3 clusters Score -363366.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -363371.781250 Penalty: 2832.447998
	Iteration 28Q: 3 clusters Score -363371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -363375.437500 Penalty: 2832.447998
	Iteration 29Q: 3 clusters Score -363375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -363381.093750 Penalty: 2832.447998
	Iteration 30Q: 3 clusters Score -363381.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -363387.093750 Penalty: 2832.447998
	Iteration 31Q: 3 clusters Score -363387.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363391.937500 Penalty: 2832.447998
	Iteration 32Q: 3 clusters Score -363391.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -363397.718750 Penalty: 2832.447998
	Iteration 33Q: 3 clusters Score -363397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -363400.843750 Penalty: 2832.447998
	Iteration 34Q: 3 clusters Score -363400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -363406.218750 Penalty: 2832.447998
	Iteration 35Q: 3 clusters Score -363406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -363409.093750 Penalty: 2832.447998
	Iteration 36Q: 3 clusters Score -363409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363411.625000 Penalty: 2832.447998
	Iteration 37Q: 3 clusters Score -363411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -363412.781250 Penalty: 2832.447998
	Iteration 38Q: 3 clusters Score -363412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -363414.906250 Penalty: 2832.447998
	Iteration 39Q: 3 clusters Score -363414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363414.843750 Penalty: 2832.447998
	Iteration 40F: 3 clusters Score -363414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -363415.718750 Penalty: 2832.447998
	Iteration 41Q: 3 clusters Score -363415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -363416.250000 Penalty: 2832.447998
	Iteration 42Q: 3 clusters Score -363416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -363416.375000 Penalty: 2832.447998
	Iteration 43Q: 3 clusters Score -363416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -363416.406250 Penalty: 2832.447998
	Iteration 44Q: 3 clusters Score -363416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -363416.562500 Penalty: 2832.447998
	Iteration 45Q: 3 clusters Score -363416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -363418.125000 Penalty: 2832.447998
	Iteration 46Q: 3 clusters Score -363418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -363420.000000 Penalty: 2832.447998
	Iteration 47Q: 3 clusters Score -363420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -363419.968750 Penalty: 2832.447998
	Iteration 48Q: 3 clusters Score -363420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363420.656250 Penalty: 2832.447998
	Iteration 49Q: 3 clusters Score -363420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -363421.343750 Penalty: 2832.447998
	Iteration 50Q: 3 clusters Score -363421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -363421.875000 Penalty: 2832.447998
	Iteration 51Q: 3 clusters Score -363421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -363421.687500 Penalty: 2832.447998
	Iteration 52Q: 3 clusters Score -363421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -363421.687500 Penalty: 2832.447998
	Iteration 53F: 3 clusters Score -363421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558947.000000 Penalty: 33598.609375
Iteration 116F: 18 clusters Score -1.055895e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 7937 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3509 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 13875 members 
Mstep: Class 9 contains 7015 members 
Mstep: Class 10 contains 9322 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 12926 members 
Mstep: Class 17 contains 7286 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559479.000000 Penalty: 33598.609375
Iteration 117Q: 18 clusters Score -1.055948e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 13837 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 8236 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559605.000000 Penalty: 33598.609375
Iteration 118Q: 18 clusters Score -1.05596e+07 nChanged 546
Entering ConstructFrom: 
Score: -10559605.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (64194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Entering Unmasked Estep 
Score: -3732470.750000 Penalty: 1798.820557
	Iteration 0F: 2 clusters Score -3732471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3689400.250000 Penalty: 3597.641113
	Iteration 0F: 3 clusters Score -3689400 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3706922.000000 Penalty: 3597.641113
	Iteration 1F: 3 clusters Score -3706922 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3707914.750000 Penalty: 3597.641113
	Iteration 2Q: 3 clusters Score -3707915 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3709288.000000 Penalty: 3597.641113
	Iteration 3Q: 3 clusters Score -3709288 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3711568.250000 Penalty: 3597.641113
	Iteration 4F: 3 clusters Score -3711568 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3714873.500000 Penalty: 3597.641113
	Iteration 5F: 3 clusters Score -3714874 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3719030.500000 Penalty: 3597.641113
	Iteration 6F: 3 clusters Score -3719030 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3723441.000000 Penalty: 3597.641113
	Iteration 7F: 3 clusters Score -3723441 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3726976.250000 Penalty: 3597.641113
	Iteration 8F: 3 clusters Score -3726976 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3729091.750000 Penalty: 3597.641113
	Iteration 9Q: 3 clusters Score -3729092 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3730058.250000 Penalty: 3597.641113
	Iteration 10Q: 3 clusters Score -3730058 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3730466.250000 Penalty: 3597.641113
	Iteration 11Q: 3 clusters Score -3730466 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3730656.500000 Penalty: 3597.641113
	Iteration 12Q: 3 clusters Score -3730656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3730750.250000 Penalty: 3597.641113
	Iteration 13Q: 3 clusters Score -3730750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3730790.000000 Penalty: 3597.641113
	Iteration 14Q: 3 clusters Score -3730790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3730824.500000 Penalty: 3597.641113
	Iteration 15Q: 3 clusters Score -3730824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3730854.500000 Penalty: 3597.641113
	Iteration 16Q: 3 clusters Score -3730854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3730864.750000 Penalty: 3597.641113
	Iteration 17Q: 3 clusters Score -3730865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3730873.500000 Penalty: 3597.641113
	Iteration 18Q: 3 clusters Score -3730874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3730873.750000 Penalty: 3597.641113
	Iteration 19Q: 3 clusters Score -3730874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3730874.000000 Penalty: 3597.641113
	Iteration 20F: 3 clusters Score -3730874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3730874.250000 Penalty: 3597.641113
	Iteration 21Q: 3 clusters Score -3730874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3730874.250000 Penalty: 3597.641113
	Iteration 22F: 3 clusters Score -3730874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -490825.718750 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -490825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -484839.812500 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -484839.8 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -486944.500000 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -486944.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -487278.218750 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -487278.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -487589.062500 Penalty: 2929.576660
	Iteration 3F: 3 clusters Score -487589.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -487873.968750 Penalty: 2929.576660
	Iteration 4F: 3 clusters Score -487874 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -488109.562500 Penalty: 2929.576660
	Iteration 5Q: 3 clusters Score -488109.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -488340.812500 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -488340.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -488538.593750 Penalty: 2929.576660
	Iteration 7Q: 3 clusters Score -488538.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -488692.750000 Penalty: 2929.576660
	Iteration 8Q: 3 clusters Score -488692.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -488822.500000 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -488822.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -488962.218750 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -488962.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -489112.531250 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -489112.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -489273.312500 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -489273.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -489437.437500 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -489437.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -489585.625000 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -489585.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -489699.656250 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -489699.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -489823.906250 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -489823.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -489926.468750 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -489926.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -490007.250000 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -490007.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -490068.281250 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -490068.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -490120.000000 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -490120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -490148.718750 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -490148.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -490173.593750 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -490173.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -490190.000000 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -490190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -490197.218750 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -490197.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -490203.843750 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -490203.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -490209.593750 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -490209.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -490212.250000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -490212.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -490217.187500 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -490217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -490220.687500 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -490220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -490224.812500 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -490224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -490229.343750 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -490229.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -490230.812500 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -490230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -490233.250000 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -490233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -490236.312500 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -490236.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -490238.000000 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -490238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -490239.781250 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -490239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -490242.312500 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -490242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -490242.968750 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -490243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -490244.375000 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -490244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -490244.468750 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -490244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -490245.593750 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -490245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -490246.031250 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -490246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -490246.687500 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -490246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -490248.187500 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -490248.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -490250.093750 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -490250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -490251.687500 Penalty: 2929.576660
	Iteration 46Q: 3 clusters Score -490251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -490252.187500 Penalty: 2929.576660
	Iteration 47Q: 3 clusters Score -490252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -490252.312500 Penalty: 2929.576660
	Iteration 48Q: 3 clusters Score -490252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -490253.687500 Penalty: 2929.576660
	Iteration 49Q: 3 clusters Score -490253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -490253.406250 Penalty: 2929.576660
	Iteration 50Q: 3 clusters Score -490253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -490253.406250 Penalty: 2929.576660
	Iteration 51F: 3 clusters Score -490253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -436946.218750 Penalty: 1457.715820
	Iteration 0F: 2 clusters Score -436946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -431106.125000 Penalty: 2915.431641
	Iteration 0F: 3 clusters Score -431106.1 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -432910.625000 Penalty: 2915.431641
	Iteration 1F: 3 clusters Score -432910.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -433155.406250 Penalty: 2915.431641
	Iteration 2F: 3 clusters Score -433155.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -433374.500000 Penalty: 2915.431641
	Iteration 3F: 3 clusters Score -433374.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -433609.812500 Penalty: 2915.431641
	Iteration 4F: 3 clusters Score -433609.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -433850.031250 Penalty: 2915.431641
	Iteration 5Q: 3 clusters Score -433850 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -434097.125000 Penalty: 2915.431641
	Iteration 6Q: 3 clusters Score -434097.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -434353.562500 Penalty: 2915.431641
	Iteration 7Q: 3 clusters Score -434353.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -434577.843750 Penalty: 2915.431641
	Iteration 8Q: 3 clusters Score -434577.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -434777.250000 Penalty: 2915.431641
	Iteration 9Q: 3 clusters Score -434777.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -434979.218750 Penalty: 2915.431641
	Iteration 10Q: 3 clusters Score -434979.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -435186.812500 Penalty: 2915.431641
	Iteration 11Q: 3 clusters Score -435186.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -435329.718750 Penalty: 2915.431641
	Iteration 12Q: 3 clusters Score -435329.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -435431.531250 Penalty: 2915.431641
	Iteration 13Q: 3 clusters Score -435431.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -435505.625000 Penalty: 2915.431641
	Iteration 14Q: 3 clusters Score -435505.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -435564.125000 Penalty: 2915.431641
	Iteration 15Q: 3 clusters Score -435564.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -435614.625000 Penalty: 2915.431641
	Iteration 16Q: 3 clusters Score -435614.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -435659.375000 Penalty: 2915.431641
	Iteration 17Q: 3 clusters Score -435659.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -435684.187500 Penalty: 2915.431641
	Iteration 18Q: 3 clusters Score -435684.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -435706.250000 Penalty: 2915.431641
	Iteration 19Q: 3 clusters Score -435706.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -435725.343750 Penalty: 2915.431641
	Iteration 20F: 3 clusters Score -435725.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -435740.375000 Penalty: 2915.431641
	Iteration 21Q: 3 clusters Score -435740.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -435752.906250 Penalty: 2915.431641
	Iteration 22Q: 3 clusters Score -435752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -435761.843750 Penalty: 2915.431641
	Iteration 23Q: 3 clusters Score -435761.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -435775.875000 Penalty: 2915.431641
	Iteration 24Q: 3 clusters Score -435775.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -435790.468750 Penalty: 2915.431641
	Iteration 25Q: 3 clusters Score -435790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -435802.281250 Penalty: 2915.431641
	Iteration 26Q: 3 clusters Score -435802.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -435807.593750 Penalty: 2915.431641
	Iteration 27Q: 3 clusters Score -435807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -435810.750000 Penalty: 2915.431641
	Iteration 28Q: 3 clusters Score -435810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -435812.500000 Penalty: 2915.431641
	Iteration 29Q: 3 clusters Score -435812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -435814.218750 Penalty: 2915.431641
	Iteration 30Q: 3 clusters Score -435814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -435817.468750 Penalty: 2915.431641
	Iteration 31Q: 3 clusters Score -435817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -435819.812500 Penalty: 2915.431641
	Iteration 32Q: 3 clusters Score -435819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -435822.468750 Penalty: 2915.431641
	Iteration 33Q: 3 clusters Score -435822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -435824.687500 Penalty: 2915.431641
	Iteration 34Q: 3 clusters Score -435824.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -435828.343750 Penalty: 2915.431641
	Iteration 35Q: 3 clusters Score -435828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -435828.406250 Penalty: 2915.431641
	Iteration 36Q: 3 clusters Score -435828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -435830.937500 Penalty: 2915.431641
	Iteration 37Q: 3 clusters Score -435830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -435833.375000 Penalty: 2915.431641
	Iteration 38Q: 3 clusters Score -435833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -435834.562500 Penalty: 2915.431641
	Iteration 39Q: 3 clusters Score -435834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -435837.781250 Penalty: 2915.431641
	Iteration 40F: 3 clusters Score -435837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -435842.000000 Penalty: 2915.431641
	Iteration 41Q: 3 clusters Score -435842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -435844.937500 Penalty: 2915.431641
	Iteration 42Q: 3 clusters Score -435844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -435847.218750 Penalty: 2915.431641
	Iteration 43Q: 3 clusters Score -435847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -435850.187500 Penalty: 2915.431641
	Iteration 44Q: 3 clusters Score -435850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -435852.375000 Penalty: 2915.431641
	Iteration 45Q: 3 clusters Score -435852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -435854.687500 Penalty: 2915.431641
	Iteration 46Q: 3 clusters Score -435854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -435856.937500 Penalty: 2915.431641
	Iteration 47Q: 3 clusters Score -435856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -435859.187500 Penalty: 2915.431641
	Iteration 48Q: 3 clusters Score -435859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -435859.312500 Penalty: 2915.431641
	Iteration 49Q: 3 clusters Score -435859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -435859.812500 Penalty: 2915.431641
	Iteration 50Q: 3 clusters Score -435859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -435860.062500 Penalty: 2915.431641
	Iteration 51Q: 3 clusters Score -435860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -435862.937500 Penalty: 2915.431641
	Iteration 52Q: 3 clusters Score -435862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -435863.437500 Penalty: 2915.431641
	Iteration 53Q: 3 clusters Score -435863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -435863.437500 Penalty: 2915.431641
	Iteration 54F: 3 clusters Score -435863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -436023.125000 Penalty: 1461.653809
	Iteration 0F: 2 clusters Score -436023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -430146.406250 Penalty: 2923.307617
	Iteration 0F: 3 clusters Score -430146.4 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -432009.312500 Penalty: 2923.307617
	Iteration 1F: 3 clusters Score -432009.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -432235.468750 Penalty: 2923.307617
	Iteration 2F: 3 clusters Score -432235.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -432392.843750 Penalty: 2923.307617
	Iteration 3F: 3 clusters Score -432392.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -432508.062500 Penalty: 2923.307617
	Iteration 4Q: 3 clusters Score -432508.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -432609.843750 Penalty: 2923.307617
	Iteration 5Q: 3 clusters Score -432609.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -432711.406250 Penalty: 2923.307617
	Iteration 6Q: 3 clusters Score -432711.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -432823.312500 Penalty: 2923.307617
	Iteration 7Q: 3 clusters Score -432823.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -432934.406250 Penalty: 2923.307617
	Iteration 8Q: 3 clusters Score -432934.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -433070.906250 Penalty: 2923.307617
	Iteration 9Q: 3 clusters Score -433070.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -433221.000000 Penalty: 2923.307617
	Iteration 10Q: 3 clusters Score -433221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -433404.250000 Penalty: 2923.307617
	Iteration 11Q: 3 clusters Score -433404.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -433580.968750 Penalty: 2923.307617
	Iteration 12Q: 3 clusters Score -433581 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -433778.156250 Penalty: 2923.307617
	Iteration 13Q: 3 clusters Score -433778.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -433974.000000 Penalty: 2923.307617
	Iteration 14Q: 3 clusters Score -433974 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -434146.593750 Penalty: 2923.307617
	Iteration 15Q: 3 clusters Score -434146.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -434289.843750 Penalty: 2923.307617
	Iteration 16Q: 3 clusters Score -434289.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -434433.343750 Penalty: 2923.307617
	Iteration 17Q: 3 clusters Score -434433.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -434544.593750 Penalty: 2923.307617
	Iteration 18Q: 3 clusters Score -434544.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -434623.000000 Penalty: 2923.307617
	Iteration 19Q: 3 clusters Score -434623 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -434672.093750 Penalty: 2923.307617
	Iteration 20F: 3 clusters Score -434672.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -434706.718750 Penalty: 2923.307617
	Iteration 21Q: 3 clusters Score -434706.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -434731.281250 Penalty: 2923.307617
	Iteration 22Q: 3 clusters Score -434731.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -434756.312500 Penalty: 2923.307617
	Iteration 23Q: 3 clusters Score -434756.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -434773.312500 Penalty: 2923.307617
	Iteration 24Q: 3 clusters Score -434773.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -434792.125000 Penalty: 2923.307617
	Iteration 25Q: 3 clusters Score -434792.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -434810.375000 Penalty: 2923.307617
	Iteration 26Q: 3 clusters Score -434810.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -434826.875000 Penalty: 2923.307617
	Iteration 27Q: 3 clusters Score -434826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -434847.406250 Penalty: 2923.307617
	Iteration 28Q: 3 clusters Score -434847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -434863.093750 Penalty: 2923.307617
	Iteration 29Q: 3 clusters Score -434863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -434875.906250 Penalty: 2923.307617
	Iteration 30Q: 3 clusters Score -434875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -434884.281250 Penalty: 2923.307617
	Iteration 31Q: 3 clusters Score -434884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -434888.218750 Penalty: 2923.307617
	Iteration 32Q: 3 clusters Score -434888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -434891.562500 Penalty: 2923.307617
	Iteration 33Q: 3 clusters Score -434891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -434894.625000 Penalty: 2923.307617
	Iteration 34Q: 3 clusters Score -434894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -434896.000000 Penalty: 2923.307617
	Iteration 35Q: 3 clusters Score -434896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -434898.250000 Penalty: 2923.307617
	Iteration 36Q: 3 clusters Score -434898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -434900.656250 Penalty: 2923.307617
	Iteration 37Q: 3 clusters Score -434900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -434901.093750 Penalty: 2923.307617
	Iteration 38Q: 3 clusters Score -434901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -434901.125000 Penalty: 2923.307617
	Iteration 39Q: 3 clusters Score -434901.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -434901.125000 Penalty: 2923.307617
	Iteration 40F: 3 clusters Score -434901.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -175249.406250 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -175249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -172234.156250 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -172234.2 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -173061.015625 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -173061 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -173277.468750 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -173277.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -173464.281250 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -173464.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -173612.671875 Penalty: 2652.817871
	Iteration 4F: 3 clusters Score -173612.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -173722.750000 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -173722.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -173829.437500 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -173829.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173915.484375 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -173915.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173982.109375 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -173982.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -174044.984375 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -174045 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174089.921875 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -174089.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174122.640625 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -174122.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174157.875000 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -174157.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174186.062500 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -174186.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174210.218750 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -174210.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -174231.906250 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -174231.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174253.343750 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -174253.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174278.843750 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -174278.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174309.843750 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -174309.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174355.515625 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -174355.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -174389.484375 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -174389.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -174405.390625 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -174405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -174417.390625 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -174417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -174421.890625 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -174421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -174427.187500 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -174427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174437.546875 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -174437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174445.640625 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -174445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -174450.312500 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -174450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -174451.531250 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -174451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -174451.531250 Penalty: 2652.817871
	Iteration 29F: 3 clusters Score -174451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -207585.828125 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -207585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -204223.250000 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -204223.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -205124.109375 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -205124.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -205295.937500 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -205295.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -205413.687500 Penalty: 2704.857178
	Iteration 3Q: 3 clusters Score -205413.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -205507.875000 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -205507.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -205592.406250 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -205592.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -205698.656250 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -205698.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -205804.046875 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -205804 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -205920.875000 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -205920.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -206071.687500 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -206071.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -206262.687500 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -206262.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -206482.218750 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -206482.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -206667.578125 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -206667.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -206821.484375 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -206821.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -206920.031250 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -206920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -206983.078125 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -206983.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -207018.640625 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -207018.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -207046.656250 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -207046.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -207067.109375 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -207067.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -207082.015625 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -207082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -207094.890625 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -207094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -207103.453125 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -207103.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -207107.812500 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -207107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -207111.000000 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -207111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -207114.281250 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -207114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -207115.203125 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -207115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -207116.625000 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -207116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -207117.015625 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -207117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -207116.718750 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -207116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -207117.078125 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -207117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -207117.250000 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -207117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -207117.250000 Penalty: 2704.857178
	Iteration 31F: 3 clusters Score -207117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Entering Unmasked Estep 
Score: -1043773.625000 Penalty: 1588.885010
	Iteration 0F: 2 clusters Score -1043774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1031682.750000 Penalty: 3177.770020
	Iteration 0F: 3 clusters Score -1031683 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1036106.937500 Penalty: 3177.770020
	Iteration 1F: 3 clusters Score -1036107 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1036616.750000 Penalty: 3177.770020
	Iteration 2F: 3 clusters Score -1036617 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1037153.875000 Penalty: 3177.770020
	Iteration 3F: 3 clusters Score -1037154 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1037652.187500 Penalty: 3177.770020
	Iteration 4F: 3 clusters Score -1037652 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1038072.312500 Penalty: 3177.770020
	Iteration 5F: 3 clusters Score -1038072 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1038467.062500 Penalty: 3177.770020
	Iteration 6Q: 3 clusters Score -1038467 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1038811.562500 Penalty: 3177.770020
	Iteration 7Q: 3 clusters Score -1038812 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1039113.250000 Penalty: 3177.770020
	Iteration 8Q: 3 clusters Score -1039113 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1039405.750000 Penalty: 3177.770020
	Iteration 9Q: 3 clusters Score -1039406 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1039667.625000 Penalty: 3177.770020
	Iteration 10Q: 3 clusters Score -1039668 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1039912.187500 Penalty: 3177.770020
	Iteration 11Q: 3 clusters Score -1039912 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1040142.687500 Penalty: 3177.770020
	Iteration 12Q: 3 clusters Score -1040143 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1040378.500000 Penalty: 3177.770020
	Iteration 13Q: 3 clusters Score -1040378 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1040609.812500 Penalty: 3177.770020
	Iteration 14Q: 3 clusters Score -1040610 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1040832.500000 Penalty: 3177.770020
	Iteration 15Q: 3 clusters Score -1040832 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1041008.687500 Penalty: 3177.770020
	Iteration 16Q: 3 clusters Score -1041009 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1041128.875000 Penalty: 3177.770020
	Iteration 17Q: 3 clusters Score -1041129 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1041202.937500 Penalty: 3177.770020
	Iteration 18Q: 3 clusters Score -1041203 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1041267.312500 Penalty: 3177.770020
	Iteration 19Q: 3 clusters Score -1041267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1041331.312500 Penalty: 3177.770020
	Iteration 20F: 3 clusters Score -1041331 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1041396.875000 Penalty: 3177.770020
	Iteration 21Q: 3 clusters Score -1041397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1041453.562500 Penalty: 3177.770020
	Iteration 22Q: 3 clusters Score -1041454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1041509.187500 Penalty: 3177.770020
	Iteration 23Q: 3 clusters Score -1041509 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1041561.812500 Penalty: 3177.770020
	Iteration 24Q: 3 clusters Score -1041562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1041612.687500 Penalty: 3177.770020
	Iteration 25Q: 3 clusters Score -1041613 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1041667.125000 Penalty: 3177.770020
	Iteration 26Q: 3 clusters Score -1041667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1041729.687500 Penalty: 3177.770020
	Iteration 27Q: 3 clusters Score -1041730 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1041774.250000 Penalty: 3177.770020
	Iteration 28Q: 3 clusters Score -1041774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1041808.812500 Penalty: 3177.770020
	Iteration 29Q: 3 clusters Score -1041809 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1041839.062500 Penalty: 3177.770020
	Iteration 30Q: 3 clusters Score -1041839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1041863.625000 Penalty: 3177.770020
	Iteration 31Q: 3 clusters Score -1041864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1041891.062500 Penalty: 3177.770020
	Iteration 32Q: 3 clusters Score -1041891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1041910.437500 Penalty: 3177.770020
	Iteration 33Q: 3 clusters Score -1041910 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1041930.875000 Penalty: 3177.770020
	Iteration 34Q: 3 clusters Score -1041931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1041948.062500 Penalty: 3177.770020
	Iteration 35Q: 3 clusters Score -1041948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1041973.062500 Penalty: 3177.770020
	Iteration 36Q: 3 clusters Score -1041973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1041994.437500 Penalty: 3177.770020
	Iteration 37Q: 3 clusters Score -1041994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1042010.750000 Penalty: 3177.770020
	Iteration 38Q: 3 clusters Score -1042011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1042038.437500 Penalty: 3177.770020
	Iteration 39Q: 3 clusters Score -1042038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1042063.437500 Penalty: 3177.770020
	Iteration 40F: 3 clusters Score -1042063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1042081.750000 Penalty: 3177.770020
	Iteration 41Q: 3 clusters Score -1042082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1042097.312500 Penalty: 3177.770020
	Iteration 42Q: 3 clusters Score -1042097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1042111.312500 Penalty: 3177.770020
	Iteration 43Q: 3 clusters Score -1042111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1042123.000000 Penalty: 3177.770020
	Iteration 44Q: 3 clusters Score -1042123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1042132.750000 Penalty: 3177.770020
	Iteration 45Q: 3 clusters Score -1042133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1042137.812500 Penalty: 3177.770020
	Iteration 46Q: 3 clusters Score -1042138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1042143.500000 Penalty: 3177.770020
	Iteration 47Q: 3 clusters Score -1042144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1042147.875000 Penalty: 3177.770020
	Iteration 48Q: 3 clusters Score -1042148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1042153.562500 Penalty: 3177.770020
	Iteration 49Q: 3 clusters Score -1042154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1042159.375000 Penalty: 3177.770020
	Iteration 50Q: 3 clusters Score -1042159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1042172.750000 Penalty: 3177.770020
	Iteration 51Q: 3 clusters Score -1042173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1042183.000000 Penalty: 3177.770020
	Iteration 52Q: 3 clusters Score -1042183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1042188.687500 Penalty: 3177.770020
	Iteration 53Q: 3 clusters Score -1042189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1042195.375000 Penalty: 3177.770020
	Iteration 54Q: 3 clusters Score -1042195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1042206.312500 Penalty: 3177.770020
	Iteration 55Q: 3 clusters Score -1042206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1042211.125000 Penalty: 3177.770020
	Iteration 56Q: 3 clusters Score -1042211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1042221.437500 Penalty: 3177.770020
	Iteration 57Q: 3 clusters Score -1042221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1042229.500000 Penalty: 3177.770020
	Iteration 58Q: 3 clusters Score -1042230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1042241.937500 Penalty: 3177.770020
	Iteration 59Q: 3 clusters Score -1042242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1042247.500000 Penalty: 3177.770020
	Iteration 60F: 3 clusters Score -1042248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1042257.625000 Penalty: 3177.770020
	Iteration 61Q: 3 clusters Score -1042258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1042271.187500 Penalty: 3177.770020
	Iteration 62Q: 3 clusters Score -1042271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1042281.062500 Penalty: 3177.770020
	Iteration 63Q: 3 clusters Score -1042281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1042293.187500 Penalty: 3177.770020
	Iteration 64Q: 3 clusters Score -1042293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1042308.187500 Penalty: 3177.770020
	Iteration 65Q: 3 clusters Score -1042308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1042319.687500 Penalty: 3177.770020
	Iteration 66Q: 3 clusters Score -1042320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1042331.375000 Penalty: 3177.770020
	Iteration 67Q: 3 clusters Score -1042331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1042342.625000 Penalty: 3177.770020
	Iteration 68Q: 3 clusters Score -1042343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1042349.812500 Penalty: 3177.770020
	Iteration 69Q: 3 clusters Score -1042350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1042357.875000 Penalty: 3177.770020
	Iteration 70Q: 3 clusters Score -1042358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1042365.625000 Penalty: 3177.770020
	Iteration 71Q: 3 clusters Score -1042366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1042373.187500 Penalty: 3177.770020
	Iteration 72Q: 3 clusters Score -1042373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1042382.312500 Penalty: 3177.770020
	Iteration 73Q: 3 clusters Score -1042382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1042387.000000 Penalty: 3177.770020
	Iteration 74Q: 3 clusters Score -1042387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1042385.062500 Penalty: 3177.770020
	Iteration 75Q: 3 clusters Score -1042385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1042386.437500 Penalty: 3177.770020
	Iteration 76Q: 3 clusters Score -1042386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1042389.812500 Penalty: 3177.770020
	Iteration 77Q: 3 clusters Score -1042390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1042390.625000 Penalty: 3177.770020
	Iteration 78Q: 3 clusters Score -1042391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1042396.937500 Penalty: 3177.770020
	Iteration 79Q: 3 clusters Score -1042397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1042395.750000 Penalty: 3177.770020
	Iteration 80F: 3 clusters Score -1042396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1042398.937500 Penalty: 3177.770020
	Iteration 81Q: 3 clusters Score -1042399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1042404.312500 Penalty: 3177.770020
	Iteration 82Q: 3 clusters Score -1042404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1042410.875000 Penalty: 3177.770020
	Iteration 83Q: 3 clusters Score -1042411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1042419.937500 Penalty: 3177.770020
	Iteration 84Q: 3 clusters Score -1042420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1042422.437500 Penalty: 3177.770020
	Iteration 85Q: 3 clusters Score -1042422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1042429.937500 Penalty: 3177.770020
	Iteration 86Q: 3 clusters Score -1042430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1042434.250000 Penalty: 3177.770020
	Iteration 87Q: 3 clusters Score -1042434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1042440.875000 Penalty: 3177.770020
	Iteration 88Q: 3 clusters Score -1042441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1042446.125000 Penalty: 3177.770020
	Iteration 89Q: 3 clusters Score -1042446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1042449.000000 Penalty: 3177.770020
	Iteration 90Q: 3 clusters Score -1042449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1042454.812500 Penalty: 3177.770020
	Iteration 91Q: 3 clusters Score -1042455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1042456.562500 Penalty: 3177.770020
	Iteration 92Q: 3 clusters Score -1042457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1042463.750000 Penalty: 3177.770020
	Iteration 93Q: 3 clusters Score -1042464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1042466.687500 Penalty: 3177.770020
	Iteration 94Q: 3 clusters Score -1042467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1042468.125000 Penalty: 3177.770020
	Iteration 95Q: 3 clusters Score -1042468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1042471.625000 Penalty: 3177.770020
	Iteration 96Q: 3 clusters Score -1042472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1042472.062500 Penalty: 3177.770020
	Iteration 97Q: 3 clusters Score -1042472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1042471.937500 Penalty: 3177.770020
	Iteration 98Q: 3 clusters Score -1042472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1042471.937500 Penalty: 3177.770020
	Iteration 99F: 3 clusters Score -1042472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -779181.500000 Penalty: 1549.054199
	Iteration 0F: 2 clusters Score -779181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -769555.562500 Penalty: 3098.108398
	Iteration 0F: 3 clusters Score -769555.6 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -773092.937500 Penalty: 3098.108398
	Iteration 1F: 3 clusters Score -773092.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -773877.812500 Penalty: 3098.108398
	Iteration 2F: 3 clusters Score -773877.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -774694.812500 Penalty: 3098.108398
	Iteration 3F: 3 clusters Score -774694.8 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -775434.812500 Penalty: 3098.108398
	Iteration 4F: 3 clusters Score -775434.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -776017.812500 Penalty: 3098.108398
	Iteration 5F: 3 clusters Score -776017.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -776466.125000 Penalty: 3098.108398
	Iteration 6F: 3 clusters Score -776466.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -776802.875000 Penalty: 3098.108398
	Iteration 7Q: 3 clusters Score -776802.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -777035.875000 Penalty: 3098.108398
	Iteration 8Q: 3 clusters Score -777035.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -777201.062500 Penalty: 3098.108398
	Iteration 9Q: 3 clusters Score -777201.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -777316.812500 Penalty: 3098.108398
	Iteration 10Q: 3 clusters Score -777316.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -777401.000000 Penalty: 3098.108398
	Iteration 11Q: 3 clusters Score -777401 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -777472.375000 Penalty: 3098.108398
	Iteration 12Q: 3 clusters Score -777472.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -777526.937500 Penalty: 3098.108398
	Iteration 13Q: 3 clusters Score -777526.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -777572.312500 Penalty: 3098.108398
	Iteration 14Q: 3 clusters Score -777572.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -777606.000000 Penalty: 3098.108398
	Iteration 15Q: 3 clusters Score -777606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -777639.187500 Penalty: 3098.108398
	Iteration 16Q: 3 clusters Score -777639.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -777673.000000 Penalty: 3098.108398
	Iteration 17Q: 3 clusters Score -777673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -777696.250000 Penalty: 3098.108398
	Iteration 18Q: 3 clusters Score -777696.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -777721.312500 Penalty: 3098.108398
	Iteration 19Q: 3 clusters Score -777721.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -777738.375000 Penalty: 3098.108398
	Iteration 20F: 3 clusters Score -777738.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -777757.625000 Penalty: 3098.108398
	Iteration 21Q: 3 clusters Score -777757.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -777776.062500 Penalty: 3098.108398
	Iteration 22Q: 3 clusters Score -777776.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -777802.250000 Penalty: 3098.108398
	Iteration 23Q: 3 clusters Score -777802.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -777838.625000 Penalty: 3098.108398
	Iteration 24Q: 3 clusters Score -777838.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -777875.562500 Penalty: 3098.108398
	Iteration 25Q: 3 clusters Score -777875.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -777904.500000 Penalty: 3098.108398
	Iteration 26Q: 3 clusters Score -777904.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -777931.875000 Penalty: 3098.108398
	Iteration 27Q: 3 clusters Score -777931.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -777960.625000 Penalty: 3098.108398
	Iteration 28Q: 3 clusters Score -777960.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -777986.625000 Penalty: 3098.108398
	Iteration 29Q: 3 clusters Score -777986.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -778020.500000 Penalty: 3098.108398
	Iteration 30Q: 3 clusters Score -778020.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -778054.312500 Penalty: 3098.108398
	Iteration 31Q: 3 clusters Score -778054.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -778091.312500 Penalty: 3098.108398
	Iteration 32Q: 3 clusters Score -778091.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -778124.250000 Penalty: 3098.108398
	Iteration 33Q: 3 clusters Score -778124.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -778168.187500 Penalty: 3098.108398
	Iteration 34Q: 3 clusters Score -778168.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -778208.937500 Penalty: 3098.108398
	Iteration 35Q: 3 clusters Score -778208.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -778247.562500 Penalty: 3098.108398
	Iteration 36Q: 3 clusters Score -778247.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -778278.875000 Penalty: 3098.108398
	Iteration 37Q: 3 clusters Score -778278.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -778302.187500 Penalty: 3098.108398
	Iteration 38Q: 3 clusters Score -778302.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -778328.250000 Penalty: 3098.108398
	Iteration 39Q: 3 clusters Score -778328.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -778355.750000 Penalty: 3098.108398
	Iteration 40F: 3 clusters Score -778355.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -778389.250000 Penalty: 3098.108398
	Iteration 41Q: 3 clusters Score -778389.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -778419.125000 Penalty: 3098.108398
	Iteration 42Q: 3 clusters Score -778419.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -778438.875000 Penalty: 3098.108398
	Iteration 43Q: 3 clusters Score -778438.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -778453.062500 Penalty: 3098.108398
	Iteration 44Q: 3 clusters Score -778453.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -778468.437500 Penalty: 3098.108398
	Iteration 45Q: 3 clusters Score -778468.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -778486.375000 Penalty: 3098.108398
	Iteration 46Q: 3 clusters Score -778486.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -778496.437500 Penalty: 3098.108398
	Iteration 47Q: 3 clusters Score -778496.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -778501.562500 Penalty: 3098.108398
	Iteration 48Q: 3 clusters Score -778501.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -778510.625000 Penalty: 3098.108398
	Iteration 49Q: 3 clusters Score -778510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -778517.500000 Penalty: 3098.108398
	Iteration 50Q: 3 clusters Score -778517.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -778523.750000 Penalty: 3098.108398
	Iteration 51Q: 3 clusters Score -778523.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -778527.812500 Penalty: 3098.108398
	Iteration 52Q: 3 clusters Score -778527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -778531.562500 Penalty: 3098.108398
	Iteration 53Q: 3 clusters Score -778531.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -778535.312500 Penalty: 3098.108398
	Iteration 54Q: 3 clusters Score -778535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -778538.000000 Penalty: 3098.108398
	Iteration 55Q: 3 clusters Score -778538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -778541.250000 Penalty: 3098.108398
	Iteration 56Q: 3 clusters Score -778541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -778544.937500 Penalty: 3098.108398
	Iteration 57Q: 3 clusters Score -778544.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -778548.562500 Penalty: 3098.108398
	Iteration 58Q: 3 clusters Score -778548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -778550.000000 Penalty: 3098.108398
	Iteration 59Q: 3 clusters Score -778550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -778552.687500 Penalty: 3098.108398
	Iteration 60F: 3 clusters Score -778552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -778557.125000 Penalty: 3098.108398
	Iteration 61Q: 3 clusters Score -778557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -778558.375000 Penalty: 3098.108398
	Iteration 62Q: 3 clusters Score -778558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -778558.375000 Penalty: 3098.108398
	Iteration 63Q: 3 clusters Score -778558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -778558.375000 Penalty: 3098.108398
	Iteration 64F: 3 clusters Score -778558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -404893.000000 Penalty: 1438.325439
	Iteration 0F: 2 clusters Score -404893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -399741.125000 Penalty: 2876.650879
	Iteration 0F: 3 clusters Score -399741.1 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -401380.968750 Penalty: 2876.650879
	Iteration 1F: 3 clusters Score -401381 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -401636.875000 Penalty: 2876.650879
	Iteration 2F: 3 clusters Score -401636.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -401821.656250 Penalty: 2876.650879
	Iteration 3F: 3 clusters Score -401821.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -401941.687500 Penalty: 2876.650879
	Iteration 4Q: 3 clusters Score -401941.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -402050.375000 Penalty: 2876.650879
	Iteration 5Q: 3 clusters Score -402050.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -402157.437500 Penalty: 2876.650879
	Iteration 6Q: 3 clusters Score -402157.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -402253.562500 Penalty: 2876.650879
	Iteration 7Q: 3 clusters Score -402253.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -402336.906250 Penalty: 2876.650879
	Iteration 8Q: 3 clusters Score -402336.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -402424.406250 Penalty: 2876.650879
	Iteration 9Q: 3 clusters Score -402424.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -402507.906250 Penalty: 2876.650879
	Iteration 10Q: 3 clusters Score -402507.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -402586.000000 Penalty: 2876.650879
	Iteration 11Q: 3 clusters Score -402586 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402679.062500 Penalty: 2876.650879
	Iteration 12Q: 3 clusters Score -402679.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -402767.562500 Penalty: 2876.650879
	Iteration 13Q: 3 clusters Score -402767.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -402863.656250 Penalty: 2876.650879
	Iteration 14Q: 3 clusters Score -402863.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -402974.500000 Penalty: 2876.650879
	Iteration 15Q: 3 clusters Score -402974.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -403064.250000 Penalty: 2876.650879
	Iteration 16Q: 3 clusters Score -403064.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -403143.812500 Penalty: 2876.650879
	Iteration 17Q: 3 clusters Score -403143.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -403208.687500 Penalty: 2876.650879
	Iteration 18Q: 3 clusters Score -403208.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -403276.125000 Penalty: 2876.650879
	Iteration 19Q: 3 clusters Score -403276.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -403338.093750 Penalty: 2876.650879
	Iteration 20F: 3 clusters Score -403338.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403398.562500 Penalty: 2876.650879
	Iteration 21Q: 3 clusters Score -403398.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403442.968750 Penalty: 2876.650879
	Iteration 22Q: 3 clusters Score -403443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -403475.468750 Penalty: 2876.650879
	Iteration 23Q: 3 clusters Score -403475.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -403498.750000 Penalty: 2876.650879
	Iteration 24Q: 3 clusters Score -403498.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -403521.187500 Penalty: 2876.650879
	Iteration 25Q: 3 clusters Score -403521.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -403540.343750 Penalty: 2876.650879
	Iteration 26Q: 3 clusters Score -403540.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -403554.718750 Penalty: 2876.650879
	Iteration 27Q: 3 clusters Score -403554.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -403565.843750 Penalty: 2876.650879
	Iteration 28Q: 3 clusters Score -403565.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -403573.000000 Penalty: 2876.650879
	Iteration 29Q: 3 clusters Score -403573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403576.843750 Penalty: 2876.650879
	Iteration 30Q: 3 clusters Score -403576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -403581.781250 Penalty: 2876.650879
	Iteration 31Q: 3 clusters Score -403581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -403585.437500 Penalty: 2876.650879
	Iteration 32Q: 3 clusters Score -403585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -403586.718750 Penalty: 2876.650879
	Iteration 33Q: 3 clusters Score -403586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403589.750000 Penalty: 2876.650879
	Iteration 34Q: 3 clusters Score -403589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403594.562500 Penalty: 2876.650879
	Iteration 35Q: 3 clusters Score -403594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403598.562500 Penalty: 2876.650879
	Iteration 36Q: 3 clusters Score -403598.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -403601.250000 Penalty: 2876.650879
	Iteration 37Q: 3 clusters Score -403601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -403604.750000 Penalty: 2876.650879
	Iteration 38Q: 3 clusters Score -403604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -403608.156250 Penalty: 2876.650879
	Iteration 39Q: 3 clusters Score -403608.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -403611.281250 Penalty: 2876.650879
	Iteration 40F: 3 clusters Score -403611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -403616.062500 Penalty: 2876.650879
	Iteration 41Q: 3 clusters Score -403616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -403619.687500 Penalty: 2876.650879
	Iteration 42Q: 3 clusters Score -403619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -403621.125000 Penalty: 2876.650879
	Iteration 43Q: 3 clusters Score -403621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -403622.500000 Penalty: 2876.650879
	Iteration 44Q: 3 clusters Score -403622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -403623.281250 Penalty: 2876.650879
	Iteration 45Q: 3 clusters Score -403623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -403623.875000 Penalty: 2876.650879
	Iteration 46Q: 3 clusters Score -403623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -403624.375000 Penalty: 2876.650879
	Iteration 47Q: 3 clusters Score -403624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -403625.968750 Penalty: 2876.650879
	Iteration 48Q: 3 clusters Score -403626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -403626.093750 Penalty: 2876.650879
	Iteration 49Q: 3 clusters Score -403626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -403626.531250 Penalty: 2876.650879
	Iteration 50Q: 3 clusters Score -403626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -403626.843750 Penalty: 2876.650879
	Iteration 51Q: 3 clusters Score -403626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -403626.906250 Penalty: 2876.650879
	Iteration 52Q: 3 clusters Score -403626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -403628.000000 Penalty: 2876.650879
	Iteration 53Q: 3 clusters Score -403628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -403627.250000 Penalty: 2876.650879
	Iteration 54Q: 3 clusters Score -403627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -403628.812500 Penalty: 2876.650879
	Iteration 55Q: 3 clusters Score -403628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -403628.812500 Penalty: 2876.650879
	Iteration 56F: 3 clusters Score -403628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -546052.062500 Penalty: 1485.027344
	Iteration 0F: 2 clusters Score -546052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -539352.000000 Penalty: 2970.054688
	Iteration 0F: 3 clusters Score -539352 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -541561.375000 Penalty: 2970.054688
	Iteration 1F: 3 clusters Score -541561.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -541936.875000 Penalty: 2970.054688
	Iteration 2F: 3 clusters Score -541936.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -542282.500000 Penalty: 2970.054688
	Iteration 3F: 3 clusters Score -542282.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -542611.875000 Penalty: 2970.054688
	Iteration 4F: 3 clusters Score -542611.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -542969.875000 Penalty: 2970.054688
	Iteration 5F: 3 clusters Score -542969.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -543319.375000 Penalty: 2970.054688
	Iteration 6F: 3 clusters Score -543319.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -543636.875000 Penalty: 2970.054688
	Iteration 7Q: 3 clusters Score -543636.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -543934.875000 Penalty: 2970.054688
	Iteration 8Q: 3 clusters Score -543934.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -544239.000000 Penalty: 2970.054688
	Iteration 9Q: 3 clusters Score -544239 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -544493.125000 Penalty: 2970.054688
	Iteration 10Q: 3 clusters Score -544493.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -544671.062500 Penalty: 2970.054688
	Iteration 11Q: 3 clusters Score -544671.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -544792.937500 Penalty: 2970.054688
	Iteration 12Q: 3 clusters Score -544792.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -544883.000000 Penalty: 2970.054688
	Iteration 13Q: 3 clusters Score -544883 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -544952.500000 Penalty: 2970.054688
	Iteration 14Q: 3 clusters Score -544952.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -544998.750000 Penalty: 2970.054688
	Iteration 15Q: 3 clusters Score -544998.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -545029.375000 Penalty: 2970.054688
	Iteration 16Q: 3 clusters Score -545029.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -545055.500000 Penalty: 2970.054688
	Iteration 17Q: 3 clusters Score -545055.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -545076.937500 Penalty: 2970.054688
	Iteration 18Q: 3 clusters Score -545076.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -545098.250000 Penalty: 2970.054688
	Iteration 19Q: 3 clusters Score -545098.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -545114.187500 Penalty: 2970.054688
	Iteration 20F: 3 clusters Score -545114.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -545128.375000 Penalty: 2970.054688
	Iteration 21Q: 3 clusters Score -545128.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -545142.500000 Penalty: 2970.054688
	Iteration 22Q: 3 clusters Score -545142.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -545152.000000 Penalty: 2970.054688
	Iteration 23Q: 3 clusters Score -545152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -545160.125000 Penalty: 2970.054688
	Iteration 24Q: 3 clusters Score -545160.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -545166.437500 Penalty: 2970.054688
	Iteration 25Q: 3 clusters Score -545166.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -545170.937500 Penalty: 2970.054688
	Iteration 26Q: 3 clusters Score -545170.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -545172.937500 Penalty: 2970.054688
	Iteration 27Q: 3 clusters Score -545172.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -545175.187500 Penalty: 2970.054688
	Iteration 28Q: 3 clusters Score -545175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -545175.875000 Penalty: 2970.054688
	Iteration 29Q: 3 clusters Score -545175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -545176.187500 Penalty: 2970.054688
	Iteration 30Q: 3 clusters Score -545176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -545176.375000 Penalty: 2970.054688
	Iteration 31Q: 3 clusters Score -545176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -545176.750000 Penalty: 2970.054688
	Iteration 32Q: 3 clusters Score -545176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -545178.000000 Penalty: 2970.054688
	Iteration 33Q: 3 clusters Score -545178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -545178.500000 Penalty: 2970.054688
	Iteration 34Q: 3 clusters Score -545178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -545180.187500 Penalty: 2970.054688
	Iteration 35Q: 3 clusters Score -545180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -545179.062500 Penalty: 2970.054688
	Iteration 36Q: 3 clusters Score -545179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -545180.500000 Penalty: 2970.054688
	Iteration 37Q: 3 clusters Score -545180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -545181.625000 Penalty: 2970.054688
	Iteration 38Q: 3 clusters Score -545181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -545181.875000 Penalty: 2970.054688
	Iteration 39Q: 3 clusters Score -545181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -545182.000000 Penalty: 2970.054688
	Iteration 40F: 3 clusters Score -545182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -545184.125000 Penalty: 2970.054688
	Iteration 41Q: 3 clusters Score -545184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -545184.062500 Penalty: 2970.054688
	Iteration 42Q: 3 clusters Score -545184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -545185.312500 Penalty: 2970.054688
	Iteration 43Q: 3 clusters Score -545185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -545185.125000 Penalty: 2970.054688
	Iteration 44Q: 3 clusters Score -545185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -545187.125000 Penalty: 2970.054688
	Iteration 45Q: 3 clusters Score -545187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -545186.687500 Penalty: 2970.054688
	Iteration 46Q: 3 clusters Score -545186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -545186.625000 Penalty: 2970.054688
	Iteration 47Q: 3 clusters Score -545186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -545186.437500 Penalty: 2970.054688
	Iteration 48Q: 3 clusters Score -545186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -545188.125000 Penalty: 2970.054688
	Iteration 49Q: 3 clusters Score -545188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -545188.500000 Penalty: 2970.054688
	Iteration 50Q: 3 clusters Score -545188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -545189.062500 Penalty: 2970.054688
	Iteration 51Q: 3 clusters Score -545189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -545188.937500 Penalty: 2970.054688
	Iteration 52Q: 3 clusters Score -545188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -545190.062500 Penalty: 2970.054688
	Iteration 53Q: 3 clusters Score -545190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -545190.500000 Penalty: 2970.054688
	Iteration 54Q: 3 clusters Score -545190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -545190.500000 Penalty: 2970.054688
	Iteration 55F: 3 clusters Score -545190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -434554.625000 Penalty: 1465.557739
	Iteration 0F: 2 clusters Score -434554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -428568.656250 Penalty: 2931.115479
	Iteration 0F: 3 clusters Score -428568.7 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -430513.406250 Penalty: 2931.115479
	Iteration 1F: 3 clusters Score -430513.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -430892.500000 Penalty: 2931.115479
	Iteration 2F: 3 clusters Score -430892.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -431316.125000 Penalty: 2931.115479
	Iteration 3F: 3 clusters Score -431316.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -431779.218750 Penalty: 2931.115479
	Iteration 4F: 3 clusters Score -431779.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -432217.093750 Penalty: 2931.115479
	Iteration 5F: 3 clusters Score -432217.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -432563.718750 Penalty: 2931.115479
	Iteration 6F: 3 clusters Score -432563.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -432851.406250 Penalty: 2931.115479
	Iteration 7F: 3 clusters Score -432851.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -433042.906250 Penalty: 2931.115479
	Iteration 8Q: 3 clusters Score -433042.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -433210.531250 Penalty: 2931.115479
	Iteration 9Q: 3 clusters Score -433210.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -433350.468750 Penalty: 2931.115479
	Iteration 10Q: 3 clusters Score -433350.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -433472.593750 Penalty: 2931.115479
	Iteration 11Q: 3 clusters Score -433472.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -433549.156250 Penalty: 2931.115479
	Iteration 12Q: 3 clusters Score -433549.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -433607.375000 Penalty: 2931.115479
	Iteration 13Q: 3 clusters Score -433607.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -433665.062500 Penalty: 2931.115479
	Iteration 14Q: 3 clusters Score -433665.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -433703.593750 Penalty: 2931.115479
	Iteration 15Q: 3 clusters Score -433703.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -433723.718750 Penalty: 2931.115479
	Iteration 16Q: 3 clusters Score -433723.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -433741.500000 Penalty: 2931.115479
	Iteration 17Q: 3 clusters Score -433741.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -433752.187500 Penalty: 2931.115479
	Iteration 18Q: 3 clusters Score -433752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -433758.781250 Penalty: 2931.115479
	Iteration 19Q: 3 clusters Score -433758.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -433768.437500 Penalty: 2931.115479
	Iteration 20F: 3 clusters Score -433768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -433774.750000 Penalty: 2931.115479
	Iteration 21Q: 3 clusters Score -433774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -433778.468750 Penalty: 2931.115479
	Iteration 22Q: 3 clusters Score -433778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -433782.250000 Penalty: 2931.115479
	Iteration 23Q: 3 clusters Score -433782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -433784.156250 Penalty: 2931.115479
	Iteration 24Q: 3 clusters Score -433784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -433786.812500 Penalty: 2931.115479
	Iteration 25Q: 3 clusters Score -433786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -433788.125000 Penalty: 2931.115479
	Iteration 26Q: 3 clusters Score -433788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -433790.562500 Penalty: 2931.115479
	Iteration 27Q: 3 clusters Score -433790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -433792.000000 Penalty: 2931.115479
	Iteration 28Q: 3 clusters Score -433792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -433794.875000 Penalty: 2931.115479
	Iteration 29Q: 3 clusters Score -433794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -433795.843750 Penalty: 2931.115479
	Iteration 30Q: 3 clusters Score -433795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -433796.468750 Penalty: 2931.115479
	Iteration 31Q: 3 clusters Score -433796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -433796.468750 Penalty: 2931.115479
	Iteration 32F: 3 clusters Score -433796.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -131178.296875 Penalty: 1278.466919
	Iteration 0F: 2 clusters Score -131178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -128744.953125 Penalty: 2556.933838
	Iteration 0F: 3 clusters Score -128745 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -129325.515625 Penalty: 2556.933838
	Iteration 1F: 3 clusters Score -129325.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -129471.429688 Penalty: 2556.933838
	Iteration 2F: 3 clusters Score -129471.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129573.906250 Penalty: 2556.933838
	Iteration 3F: 3 clusters Score -129573.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129644.867188 Penalty: 2556.933838
	Iteration 4Q: 3 clusters Score -129644.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -129710.023438 Penalty: 2556.933838
	Iteration 5Q: 3 clusters Score -129710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -129771.960938 Penalty: 2556.933838
	Iteration 6Q: 3 clusters Score -129772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129819.054688 Penalty: 2556.933838
	Iteration 7Q: 3 clusters Score -129819.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -129857.101562 Penalty: 2556.933838
	Iteration 8Q: 3 clusters Score -129857.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129896.375000 Penalty: 2556.933838
	Iteration 9Q: 3 clusters Score -129896.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129937.734375 Penalty: 2556.933838
	Iteration 10Q: 3 clusters Score -129937.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129975.375000 Penalty: 2556.933838
	Iteration 11Q: 3 clusters Score -129975.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130017.250000 Penalty: 2556.933838
	Iteration 12Q: 3 clusters Score -130017.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130058.773438 Penalty: 2556.933838
	Iteration 13Q: 3 clusters Score -130058.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -130091.507812 Penalty: 2556.933838
	Iteration 14Q: 3 clusters Score -130091.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130119.085938 Penalty: 2556.933838
	Iteration 15Q: 3 clusters Score -130119.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130140.796875 Penalty: 2556.933838
	Iteration 16Q: 3 clusters Score -130140.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -130170.007812 Penalty: 2556.933838
	Iteration 17Q: 3 clusters Score -130170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -130196.125000 Penalty: 2556.933838
	Iteration 18Q: 3 clusters Score -130196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -130217.117188 Penalty: 2556.933838
	Iteration 19Q: 3 clusters Score -130217.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -130236.476562 Penalty: 2556.933838
	Iteration 20F: 3 clusters Score -130236.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -130257.687500 Penalty: 2556.933838
	Iteration 21Q: 3 clusters Score -130257.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130265.578125 Penalty: 2556.933838
	Iteration 22Q: 3 clusters Score -130265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -130271.226562 Penalty: 2556.933838
	Iteration 23Q: 3 clusters Score -130271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -130278.578125 Penalty: 2556.933838
	Iteration 24Q: 3 clusters Score -130278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -130283.578125 Penalty: 2556.933838
	Iteration 25Q: 3 clusters Score -130283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -130286.578125 Penalty: 2556.933838
	Iteration 26Q: 3 clusters Score -130286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -130288.312500 Penalty: 2556.933838
	Iteration 27Q: 3 clusters Score -130288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -130290.375000 Penalty: 2556.933838
	Iteration 28Q: 3 clusters Score -130290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -130291.835938 Penalty: 2556.933838
	Iteration 29Q: 3 clusters Score -130291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130292.132812 Penalty: 2556.933838
	Iteration 30Q: 3 clusters Score -130292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -130292.132812 Penalty: 2556.933838
	Iteration 31F: 3 clusters Score -130292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -593418.687500 Penalty: 1492.115479
	Iteration 0F: 2 clusters Score -593418.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -586524.437500 Penalty: 2984.230957
	Iteration 0F: 3 clusters Score -586524.4 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -588749.250000 Penalty: 2984.230957
	Iteration 1F: 3 clusters Score -588749.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -589064.000000 Penalty: 2984.230957
	Iteration 2F: 3 clusters Score -589064 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -589320.500000 Penalty: 2984.230957
	Iteration 3F: 3 clusters Score -589320.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -589534.750000 Penalty: 2984.230957
	Iteration 4Q: 3 clusters Score -589534.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -589709.937500 Penalty: 2984.230957
	Iteration 5Q: 3 clusters Score -589709.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -589871.937500 Penalty: 2984.230957
	Iteration 6Q: 3 clusters Score -589871.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -590048.312500 Penalty: 2984.230957
	Iteration 7Q: 3 clusters Score -590048.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -590235.250000 Penalty: 2984.230957
	Iteration 8Q: 3 clusters Score -590235.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -590409.250000 Penalty: 2984.230957
	Iteration 9Q: 3 clusters Score -590409.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -590586.375000 Penalty: 2984.230957
	Iteration 10Q: 3 clusters Score -590586.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -590756.687500 Penalty: 2984.230957
	Iteration 11Q: 3 clusters Score -590756.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -590938.375000 Penalty: 2984.230957
	Iteration 12Q: 3 clusters Score -590938.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -591123.562500 Penalty: 2984.230957
	Iteration 13Q: 3 clusters Score -591123.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -591298.312500 Penalty: 2984.230957
	Iteration 14Q: 3 clusters Score -591298.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -591452.000000 Penalty: 2984.230957
	Iteration 15Q: 3 clusters Score -591452 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -591540.937500 Penalty: 2984.230957
	Iteration 16Q: 3 clusters Score -591540.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -591592.187500 Penalty: 2984.230957
	Iteration 17Q: 3 clusters Score -591592.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -591624.500000 Penalty: 2984.230957
	Iteration 18Q: 3 clusters Score -591624.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -591640.375000 Penalty: 2984.230957
	Iteration 19Q: 3 clusters Score -591640.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -591650.687500 Penalty: 2984.230957
	Iteration 20F: 3 clusters Score -591650.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -591662.562500 Penalty: 2984.230957
	Iteration 21Q: 3 clusters Score -591662.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -591667.562500 Penalty: 2984.230957
	Iteration 22Q: 3 clusters Score -591667.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -591673.562500 Penalty: 2984.230957
	Iteration 23Q: 3 clusters Score -591673.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -591677.312500 Penalty: 2984.230957
	Iteration 24Q: 3 clusters Score -591677.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -591679.812500 Penalty: 2984.230957
	Iteration 25Q: 3 clusters Score -591679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -591682.000000 Penalty: 2984.230957
	Iteration 26Q: 3 clusters Score -591682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -591686.187500 Penalty: 2984.230957
	Iteration 27Q: 3 clusters Score -591686.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -591690.625000 Penalty: 2984.230957
	Iteration 28Q: 3 clusters Score -591690.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -591697.187500 Penalty: 2984.230957
	Iteration 29Q: 3 clusters Score -591697.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -591701.937500 Penalty: 2984.230957
	Iteration 30Q: 3 clusters Score -591701.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -591708.687500 Penalty: 2984.230957
	Iteration 31Q: 3 clusters Score -591708.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -591712.250000 Penalty: 2984.230957
	Iteration 32Q: 3 clusters Score -591712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -591715.500000 Penalty: 2984.230957
	Iteration 33Q: 3 clusters Score -591715.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -591716.375000 Penalty: 2984.230957
	Iteration 34Q: 3 clusters Score -591716.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -591718.750000 Penalty: 2984.230957
	Iteration 35Q: 3 clusters Score -591718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -591720.562500 Penalty: 2984.230957
	Iteration 36Q: 3 clusters Score -591720.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -591722.750000 Penalty: 2984.230957
	Iteration 37Q: 3 clusters Score -591722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -591723.000000 Penalty: 2984.230957
	Iteration 38Q: 3 clusters Score -591723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -591722.562500 Penalty: 2984.230957
	Iteration 39Q: 3 clusters Score -591722.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -591726.562500 Penalty: 2984.230957
	Iteration 40F: 3 clusters Score -591726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -591726.562500 Penalty: 2984.230957
	Iteration 41Q: 3 clusters Score -591726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -591727.437500 Penalty: 2984.230957
	Iteration 42Q: 3 clusters Score -591727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -591728.437500 Penalty: 2984.230957
	Iteration 43Q: 3 clusters Score -591728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -591729.750000 Penalty: 2984.230957
	Iteration 44Q: 3 clusters Score -591729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -591731.250000 Penalty: 2984.230957
	Iteration 45Q: 3 clusters Score -591731.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -591733.250000 Penalty: 2984.230957
	Iteration 46Q: 3 clusters Score -591733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -591733.750000 Penalty: 2984.230957
	Iteration 47Q: 3 clusters Score -591733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -591736.625000 Penalty: 2984.230957
	Iteration 48Q: 3 clusters Score -591736.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -591738.750000 Penalty: 2984.230957
	Iteration 49Q: 3 clusters Score -591738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -591739.375000 Penalty: 2984.230957
	Iteration 50Q: 3 clusters Score -591739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -591739.687500 Penalty: 2984.230957
	Iteration 51Q: 3 clusters Score -591739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -591741.187500 Penalty: 2984.230957
	Iteration 52Q: 3 clusters Score -591741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -591740.875000 Penalty: 2984.230957
	Iteration 53Q: 3 clusters Score -591740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -591743.375000 Penalty: 2984.230957
	Iteration 54Q: 3 clusters Score -591743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -591744.875000 Penalty: 2984.230957
	Iteration 55Q: 3 clusters Score -591744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -591747.000000 Penalty: 2984.230957
	Iteration 56Q: 3 clusters Score -591747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -591748.687500 Penalty: 2984.230957
	Iteration 57Q: 3 clusters Score -591748.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -591750.250000 Penalty: 2984.230957
	Iteration 58Q: 3 clusters Score -591750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -591752.437500 Penalty: 2984.230957
	Iteration 59Q: 3 clusters Score -591752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -591753.312500 Penalty: 2984.230957
	Iteration 60F: 3 clusters Score -591753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -591754.437500 Penalty: 2984.230957
	Iteration 61Q: 3 clusters Score -591754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -591755.375000 Penalty: 2984.230957
	Iteration 62Q: 3 clusters Score -591755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -591756.250000 Penalty: 2984.230957
	Iteration 63Q: 3 clusters Score -591756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -591755.750000 Penalty: 2984.230957
	Iteration 64Q: 3 clusters Score -591755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -591755.625000 Penalty: 2984.230957
	Iteration 65Q: 3 clusters Score -591755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -591755.625000 Penalty: 2984.230957
	Iteration 66F: 3 clusters Score -591755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Entering Unmasked Estep 
Score: -754801.187500 Penalty: 1535.865601
	Iteration 0F: 2 clusters Score -754801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -745875.750000 Penalty: 3071.731201
	Iteration 0F: 3 clusters Score -745875.8 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -748924.812500 Penalty: 3071.731201
	Iteration 1F: 3 clusters Score -748924.8 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -749424.687500 Penalty: 3071.731201
	Iteration 2F: 3 clusters Score -749424.7 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -749942.312500 Penalty: 3071.731201
	Iteration 3F: 3 clusters Score -749942.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -750515.375000 Penalty: 3071.731201
	Iteration 4F: 3 clusters Score -750515.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -751178.875000 Penalty: 3071.731201
	Iteration 5F: 3 clusters Score -751178.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -751848.750000 Penalty: 3071.731201
	Iteration 6F: 3 clusters Score -751848.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -752436.500000 Penalty: 3071.731201
	Iteration 7F: 3 clusters Score -752436.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -752869.750000 Penalty: 3071.731201
	Iteration 8Q: 3 clusters Score -752869.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -753207.812500 Penalty: 3071.731201
	Iteration 9Q: 3 clusters Score -753207.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -753440.625000 Penalty: 3071.731201
	Iteration 10Q: 3 clusters Score -753440.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -753610.500000 Penalty: 3071.731201
	Iteration 11Q: 3 clusters Score -753610.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -753699.562500 Penalty: 3071.731201
	Iteration 12Q: 3 clusters Score -753699.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -753748.562500 Penalty: 3071.731201
	Iteration 13Q: 3 clusters Score -753748.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -753771.625000 Penalty: 3071.731201
	Iteration 14Q: 3 clusters Score -753771.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -753789.312500 Penalty: 3071.731201
	Iteration 15Q: 3 clusters Score -753789.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -753801.875000 Penalty: 3071.731201
	Iteration 16Q: 3 clusters Score -753801.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -753810.125000 Penalty: 3071.731201
	Iteration 17Q: 3 clusters Score -753810.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -753817.937500 Penalty: 3071.731201
	Iteration 18Q: 3 clusters Score -753817.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -753824.250000 Penalty: 3071.731201
	Iteration 19Q: 3 clusters Score -753824.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -753826.125000 Penalty: 3071.731201
	Iteration 20F: 3 clusters Score -753826.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -753826.437500 Penalty: 3071.731201
	Iteration 21Q: 3 clusters Score -753826.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -753828.750000 Penalty: 3071.731201
	Iteration 22Q: 3 clusters Score -753828.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -753837.000000 Penalty: 3071.731201
	Iteration 23Q: 3 clusters Score -753837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -753835.250000 Penalty: 3071.731201
	Iteration 24Q: 3 clusters Score -753835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -753836.875000 Penalty: 3071.731201
	Iteration 25Q: 3 clusters Score -753836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -753837.000000 Penalty: 3071.731201
	Iteration 26Q: 3 clusters Score -753837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -753837.687500 Penalty: 3071.731201
	Iteration 27Q: 3 clusters Score -753837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -753838.625000 Penalty: 3071.731201
	Iteration 28Q: 3 clusters Score -753838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -753839.375000 Penalty: 3071.731201
	Iteration 29Q: 3 clusters Score -753839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -753839.937500 Penalty: 3071.731201
	Iteration 30Q: 3 clusters Score -753839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -753842.312500 Penalty: 3071.731201
	Iteration 31Q: 3 clusters Score -753842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -753840.812500 Penalty: 3071.731201
	Iteration 32Q: 3 clusters Score -753840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -753841.500000 Penalty: 3071.731201
	Iteration 33Q: 3 clusters Score -753841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -753840.937500 Penalty: 3071.731201
	Iteration 34Q: 3 clusters Score -753840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -753840.687500 Penalty: 3071.731201
	Iteration 35Q: 3 clusters Score -753840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -753840.687500 Penalty: 3071.731201
	Iteration 36F: 3 clusters Score -753840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -440623.062500 Penalty: 1445.093994
	Iteration 0F: 2 clusters Score -440623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -435233.500000 Penalty: 2890.187988
	Iteration 0F: 3 clusters Score -435233.5 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -436852.343750 Penalty: 2890.187988
	Iteration 1F: 3 clusters Score -436852.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -437053.593750 Penalty: 2890.187988
	Iteration 2F: 3 clusters Score -437053.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -437204.031250 Penalty: 2890.187988
	Iteration 3Q: 3 clusters Score -437204 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -437335.031250 Penalty: 2890.187988
	Iteration 4Q: 3 clusters Score -437335 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -437472.406250 Penalty: 2890.187988
	Iteration 5Q: 3 clusters Score -437472.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -437620.437500 Penalty: 2890.187988
	Iteration 6Q: 3 clusters Score -437620.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -437759.593750 Penalty: 2890.187988
	Iteration 7Q: 3 clusters Score -437759.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -437893.375000 Penalty: 2890.187988
	Iteration 8Q: 3 clusters Score -437893.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -438003.875000 Penalty: 2890.187988
	Iteration 9Q: 3 clusters Score -438003.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -438097.843750 Penalty: 2890.187988
	Iteration 10Q: 3 clusters Score -438097.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -438184.531250 Penalty: 2890.187988
	Iteration 11Q: 3 clusters Score -438184.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -438284.531250 Penalty: 2890.187988
	Iteration 12Q: 3 clusters Score -438284.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438394.062500 Penalty: 2890.187988
	Iteration 13Q: 3 clusters Score -438394.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -438503.187500 Penalty: 2890.187988
	Iteration 14Q: 3 clusters Score -438503.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -438622.968750 Penalty: 2890.187988
	Iteration 15Q: 3 clusters Score -438623 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -438723.625000 Penalty: 2890.187988
	Iteration 16Q: 3 clusters Score -438723.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -438809.156250 Penalty: 2890.187988
	Iteration 17Q: 3 clusters Score -438809.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -438902.781250 Penalty: 2890.187988
	Iteration 18Q: 3 clusters Score -438902.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -438987.343750 Penalty: 2890.187988
	Iteration 19Q: 3 clusters Score -438987.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -439052.781250 Penalty: 2890.187988
	Iteration 20F: 3 clusters Score -439052.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -439099.906250 Penalty: 2890.187988
	Iteration 21Q: 3 clusters Score -439099.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -439129.968750 Penalty: 2890.187988
	Iteration 22Q: 3 clusters Score -439130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -439148.250000 Penalty: 2890.187988
	Iteration 23Q: 3 clusters Score -439148.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -439166.031250 Penalty: 2890.187988
	Iteration 24Q: 3 clusters Score -439166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -439178.250000 Penalty: 2890.187988
	Iteration 25Q: 3 clusters Score -439178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -439187.406250 Penalty: 2890.187988
	Iteration 26Q: 3 clusters Score -439187.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -439203.718750 Penalty: 2890.187988
	Iteration 27Q: 3 clusters Score -439203.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -439216.500000 Penalty: 2890.187988
	Iteration 28Q: 3 clusters Score -439216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -439230.281250 Penalty: 2890.187988
	Iteration 29Q: 3 clusters Score -439230.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -439237.562500 Penalty: 2890.187988
	Iteration 30Q: 3 clusters Score -439237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -439244.812500 Penalty: 2890.187988
	Iteration 31Q: 3 clusters Score -439244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -439248.781250 Penalty: 2890.187988
	Iteration 32Q: 3 clusters Score -439248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -439251.687500 Penalty: 2890.187988
	Iteration 33Q: 3 clusters Score -439251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -439254.781250 Penalty: 2890.187988
	Iteration 34Q: 3 clusters Score -439254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -439259.906250 Penalty: 2890.187988
	Iteration 35Q: 3 clusters Score -439259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -439264.531250 Penalty: 2890.187988
	Iteration 36Q: 3 clusters Score -439264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -439265.593750 Penalty: 2890.187988
	Iteration 37Q: 3 clusters Score -439265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -439269.218750 Penalty: 2890.187988
	Iteration 38Q: 3 clusters Score -439269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -439274.468750 Penalty: 2890.187988
	Iteration 39Q: 3 clusters Score -439274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -439277.937500 Penalty: 2890.187988
	Iteration 40F: 3 clusters Score -439277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -439281.562500 Penalty: 2890.187988
	Iteration 41Q: 3 clusters Score -439281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -439284.843750 Penalty: 2890.187988
	Iteration 42Q: 3 clusters Score -439284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -439291.437500 Penalty: 2890.187988
	Iteration 43Q: 3 clusters Score -439291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -439300.718750 Penalty: 2890.187988
	Iteration 44Q: 3 clusters Score -439300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -439313.062500 Penalty: 2890.187988
	Iteration 45Q: 3 clusters Score -439313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -439321.250000 Penalty: 2890.187988
	Iteration 46Q: 3 clusters Score -439321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -439325.968750 Penalty: 2890.187988
	Iteration 47Q: 3 clusters Score -439326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -439330.593750 Penalty: 2890.187988
	Iteration 48Q: 3 clusters Score -439330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -439335.468750 Penalty: 2890.187988
	Iteration 49Q: 3 clusters Score -439335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -439340.781250 Penalty: 2890.187988
	Iteration 50Q: 3 clusters Score -439340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -439342.812500 Penalty: 2890.187988
	Iteration 51Q: 3 clusters Score -439342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -439343.218750 Penalty: 2890.187988
	Iteration 52Q: 3 clusters Score -439343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -439345.156250 Penalty: 2890.187988
	Iteration 53Q: 3 clusters Score -439345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -439347.906250 Penalty: 2890.187988
	Iteration 54Q: 3 clusters Score -439347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -439347.906250 Penalty: 2890.187988
	Iteration 55F: 3 clusters Score -439347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -47765.523438 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -47765.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46367.097656 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -46367.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46601.992188 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -46601.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -46712.750000 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -46712.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46806.605469 Penalty: 2233.104736
	Iteration 3F: 3 clusters Score -46806.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -46865.710938 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -46865.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -46931.132812 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -46931.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46966.488281 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -46966.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46995.472656 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -46995.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -47021.468750 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -47021.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -47031.378906 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -47031.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -47041.789062 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -47041.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47056.464844 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -47056.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47062.757812 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -47062.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47066.632812 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -47066.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -47068.156250 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -47068.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -47071.125000 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -47071.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -47072.792969 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -47072.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -47074.671875 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -47074.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -47076.160156 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -47076.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -47078.593750 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -47078.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -47080.875000 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -47080.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -47084.457031 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -47084.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -47090.265625 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -47090.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47090.917969 Penalty: 2233.104736
	Iteration 23Q: 3 clusters Score -47090.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47091.843750 Penalty: 2233.104736
	Iteration 24Q: 3 clusters Score -47091.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47103.976562 Penalty: 2233.104736
	Iteration 25Q: 3 clusters Score -47103.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47107.640625 Penalty: 2233.104736
	Iteration 26Q: 3 clusters Score -47107.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47110.316406 Penalty: 2233.104736
	Iteration 27Q: 3 clusters Score -47110.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47111.082031 Penalty: 2233.104736
	Iteration 28Q: 3 clusters Score -47111.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47114.125000 Penalty: 2233.104736
	Iteration 29Q: 3 clusters Score -47114.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -47115.332031 Penalty: 2233.104736
	Iteration 30Q: 3 clusters Score -47115.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -47116.351562 Penalty: 2233.104736
	Iteration 31Q: 3 clusters Score -47116.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -47117.285156 Penalty: 2233.104736
	Iteration 32Q: 3 clusters Score -47117.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -47117.886719 Penalty: 2233.104736
	Iteration 33Q: 3 clusters Score -47117.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -47119.968750 Penalty: 2233.104736
	Iteration 34Q: 3 clusters Score -47119.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -47121.402344 Penalty: 2233.104736
	Iteration 35Q: 3 clusters Score -47121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -47121.402344 Penalty: 2233.104736
	Iteration 36F: 3 clusters Score -47121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -370293.218750 Penalty: 1418.815796
	Iteration 0F: 2 clusters Score -370293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -365572.250000 Penalty: 2837.631592
	Iteration 0F: 3 clusters Score -365572.2 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -367126.968750 Penalty: 2837.631592
	Iteration 1F: 3 clusters Score -367127 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -367485.687500 Penalty: 2837.631592
	Iteration 2F: 3 clusters Score -367485.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -367764.500000 Penalty: 2837.631592
	Iteration 3F: 3 clusters Score -367764.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -367981.375000 Penalty: 2837.631592
	Iteration 4F: 3 clusters Score -367981.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -368171.343750 Penalty: 2837.631592
	Iteration 5Q: 3 clusters Score -368171.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -368360.125000 Penalty: 2837.631592
	Iteration 6Q: 3 clusters Score -368360.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -368547.281250 Penalty: 2837.631592
	Iteration 7Q: 3 clusters Score -368547.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -368738.812500 Penalty: 2837.631592
	Iteration 8Q: 3 clusters Score -368738.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -368928.875000 Penalty: 2837.631592
	Iteration 9Q: 3 clusters Score -368928.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -369087.656250 Penalty: 2837.631592
	Iteration 10Q: 3 clusters Score -369087.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -369212.312500 Penalty: 2837.631592
	Iteration 11Q: 3 clusters Score -369212.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -369348.156250 Penalty: 2837.631592
	Iteration 12Q: 3 clusters Score -369348.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -369491.656250 Penalty: 2837.631592
	Iteration 13Q: 3 clusters Score -369491.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -369588.031250 Penalty: 2837.631592
	Iteration 14Q: 3 clusters Score -369588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -369659.250000 Penalty: 2837.631592
	Iteration 15Q: 3 clusters Score -369659.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -369701.718750 Penalty: 2837.631592
	Iteration 16Q: 3 clusters Score -369701.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -369724.937500 Penalty: 2837.631592
	Iteration 17Q: 3 clusters Score -369724.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -369739.656250 Penalty: 2837.631592
	Iteration 18Q: 3 clusters Score -369739.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -369747.718750 Penalty: 2837.631592
	Iteration 19Q: 3 clusters Score -369747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -369754.031250 Penalty: 2837.631592
	Iteration 20F: 3 clusters Score -369754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -369762.593750 Penalty: 2837.631592
	Iteration 21Q: 3 clusters Score -369762.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -369769.250000 Penalty: 2837.631592
	Iteration 22Q: 3 clusters Score -369769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -369770.656250 Penalty: 2837.631592
	Iteration 23Q: 3 clusters Score -369770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -369771.468750 Penalty: 2837.631592
	Iteration 24Q: 3 clusters Score -369771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -369772.718750 Penalty: 2837.631592
	Iteration 25Q: 3 clusters Score -369772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -369772.593750 Penalty: 2837.631592
	Iteration 26Q: 3 clusters Score -369772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -369772.343750 Penalty: 2837.631592
	Iteration 27Q: 3 clusters Score -369772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -369772.531250 Penalty: 2837.631592
	Iteration 28Q: 3 clusters Score -369772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -369772.531250 Penalty: 2837.631592
	Iteration 29F: 3 clusters Score -369772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 8218 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 13803 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 9308 members 
Mstep: Class 11 contains 8257 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 12727 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559692.000000 Penalty: 33598.609375
Iteration 119Q: 18 clusters Score -1.055969e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 17638 members 
Mstep: Class 8 contains 13775 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 8301 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 6212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559801.000000 Penalty: 33598.609375
Iteration 120F: 18 clusters Score -1.05598e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 13759 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 9330 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9708 members 
Mstep: Class 16 contains 12573 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559850.000000 Penalty: 33598.609375
Iteration 121Q: 18 clusters Score -1.055985e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 8400 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 3499 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 9 contains 6941 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 11 contains 8345 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 6240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559839.000000 Penalty: 33598.609375
Iteration 122Q: 18 clusters Score -1.055984e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 13736 members 
Mstep: Class 9 contains 6937 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 9693 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 20 contains 6258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559899.000000 Penalty: 33598.609375
Iteration 123Q: 18 clusters Score -1.05599e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 17653 members 
Mstep: Class 8 contains 13731 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 8371 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 12396 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 20 contains 6274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559885.000000 Penalty: 33598.609375
Iteration 124Q: 18 clusters Score -1.055988e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 17656 members 
Mstep: Class 8 contains 13725 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 10 contains 9428 members 
Mstep: Class 11 contains 8382 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9673 members 
Mstep: Class 16 contains 12353 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 20 contains 6280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559933.000000 Penalty: 33598.609375
Iteration 125Q: 18 clusters Score -1.055993e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 3499 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 13721 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 8404 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 20 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559923.000000 Penalty: 33598.609375
Iteration 126Q: 18 clusters Score -1.055992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 7882 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 3503 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 17653 members 
Mstep: Class 8 contains 13712 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 8414 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 17 contains 7187 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559942.000000 Penalty: 33598.609375
Iteration 127Q: 18 clusters Score -1.055994e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 13708 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 12291 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559948.000000 Penalty: 33598.609375
Iteration 128Q: 18 clusters Score -1.055995e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 13706 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 12283 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559941.000000 Penalty: 33598.609375
Iteration 129Q: 18 clusters Score -1.055994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 17646 members 
Mstep: Class 8 contains 13705 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9634 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559947.000000 Penalty: 33598.609375
Iteration 130Q: 18 clusters Score -1.055995e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 8491 members 
Mstep: Class 3 contains 7882 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 17642 members 
Mstep: Class 8 contains 13704 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 8441 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 12271 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559949.000000 Penalty: 33598.609375
Iteration 131Q: 18 clusters Score -1.055995e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 8498 members 
Mstep: Class 3 contains 7884 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 13700 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9615 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559959.000000 Penalty: 33598.609375
Iteration 132Q: 18 clusters Score -1.055996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 13696 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 12258 members 
Mstep: Class 17 contains 7138 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559952.000000 Penalty: 33598.609375
Iteration 133Q: 18 clusters Score -1.055995e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 8505 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17644 members 
Mstep: Class 8 contains 13692 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9605 members 
Mstep: Class 16 contains 12252 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559952.000000 Penalty: 33598.609375
Iteration 134Q: 18 clusters Score -1.055995e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 8512 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 13687 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559953.000000 Penalty: 33598.609375
Iteration 135Q: 18 clusters Score -1.055995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 13684 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 12247 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559970.000000 Penalty: 33598.609375
Iteration 136Q: 18 clusters Score -1.055997e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 8516 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 13684 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9597 members 
Mstep: Class 16 contains 12244 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560002.000000 Penalty: 33598.609375
Iteration 137Q: 18 clusters Score -1.056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 7886 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 12244 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560005.000000 Penalty: 33598.609375
Iteration 138Q: 18 clusters Score -1.056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 8523 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9575 members 
Mstep: Class 16 contains 12243 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559999.000000 Penalty: 33598.609375
Iteration 139Q: 18 clusters Score -1.056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 8525 members 
Mstep: Class 3 contains 7889 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3494 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17660 members 
Mstep: Class 8 contains 13677 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9567 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560004.000000 Penalty: 33598.609375
Iteration 140F: 18 clusters Score -1.056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 7890 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 17659 members 
Mstep: Class 8 contains 13675 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 12244 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560001.000000 Penalty: 33598.609375
Iteration 141Q: 18 clusters Score -1.056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 7891 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 17659 members 
Mstep: Class 8 contains 13674 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 14 contains 2609 members 
Mstep: Class 15 contains 9556 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559993.000000 Penalty: 33598.609375
Iteration 142Q: 18 clusters Score -1.055999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 8533 members 
Mstep: Class 3 contains 7891 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 9550 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 20 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559977.000000 Penalty: 33598.609375
Iteration 143Q: 18 clusters Score -1.055998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 8534 members 
Mstep: Class 3 contains 7893 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 13667 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 8490 members 
Mstep: Class 14 contains 2607 members 
Mstep: Class 15 contains 9541 members 
Mstep: Class 16 contains 12243 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559977.000000 Penalty: 33598.609375
Iteration 144Q: 18 clusters Score -1.055998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 8496 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 12240 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559977.000000 Penalty: 33598.609375
Iteration 145Q: 18 clusters Score -1.055998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 7897 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 13659 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 8505 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9531 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559967.000000 Penalty: 33598.609375
Iteration 146Q: 18 clusters Score -1.055997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 8535 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 13656 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559992.000000 Penalty: 33598.609375
Iteration 147Q: 18 clusters Score -1.055999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 13652 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9521 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560004.000000 Penalty: 33598.609375
Iteration 148Q: 18 clusters Score -1.056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 17662 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559994.000000 Penalty: 33598.609375
Iteration 149Q: 18 clusters Score -1.055999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 17665 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8516 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9515 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559992.000000 Penalty: 33598.609375
Iteration 150Q: 18 clusters Score -1.055999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17668 members 
Mstep: Class 8 contains 13648 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9511 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559995.000000 Penalty: 33598.609375
Iteration 151Q: 18 clusters Score -1.056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17671 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559996.000000 Penalty: 33598.609375
Iteration 152Q: 18 clusters Score -1.056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559989.000000 Penalty: 33598.609375
Iteration 153Q: 18 clusters Score -1.055999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559995.000000 Penalty: 33598.609375
Iteration 154Q: 18 clusters Score -1.056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8520 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559987.000000 Penalty: 33598.609375
Iteration 155Q: 18 clusters Score -1.055999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8521 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559985.000000 Penalty: 33598.609375
Iteration 156Q: 18 clusters Score -1.055998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 13645 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8522 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559988.000000 Penalty: 33598.609375
Iteration 157Q: 18 clusters Score -1.055999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 8537 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17676 members 
Mstep: Class 8 contains 13645 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8523 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559979.000000 Penalty: 33598.609375
Iteration 158Q: 18 clusters Score -1.055998e+07 nChanged 10
Entering ConstructFrom: 
Score: -10559979.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (64316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Entering Unmasked Estep 
Score: -3739034.000000 Penalty: 1799.129150
	Iteration 0F: 2 clusters Score -3739034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3696088.250000 Penalty: 3598.258301
	Iteration 0F: 3 clusters Score -3696088 nChanged 30452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3713500.750000 Penalty: 3598.258301
	Iteration 1F: 3 clusters Score -3713501 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3714473.000000 Penalty: 3598.258301
	Iteration 2Q: 3 clusters Score -3714473 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3715968.000000 Penalty: 3598.258301
	Iteration 3Q: 3 clusters Score -3715968 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3718398.500000 Penalty: 3598.258301
	Iteration 4F: 3 clusters Score -3718398 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3722171.500000 Penalty: 3598.258301
	Iteration 5F: 3 clusters Score -3722172 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3726873.250000 Penalty: 3598.258301
	Iteration 6F: 3 clusters Score -3726873 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3731374.250000 Penalty: 3598.258301
	Iteration 7F: 3 clusters Score -3731374 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3734591.250000 Penalty: 3598.258301
	Iteration 8F: 3 clusters Score -3734591 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3736243.000000 Penalty: 3598.258301
	Iteration 9Q: 3 clusters Score -3736243 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3736941.000000 Penalty: 3598.258301
	Iteration 10Q: 3 clusters Score -3736941 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3737219.000000 Penalty: 3598.258301
	Iteration 11Q: 3 clusters Score -3737219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3737330.750000 Penalty: 3598.258301
	Iteration 12Q: 3 clusters Score -3737331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3737402.500000 Penalty: 3598.258301
	Iteration 13Q: 3 clusters Score -3737402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3737426.750000 Penalty: 3598.258301
	Iteration 14Q: 3 clusters Score -3737427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3737452.500000 Penalty: 3598.258301
	Iteration 15Q: 3 clusters Score -3737452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3737466.000000 Penalty: 3598.258301
	Iteration 16Q: 3 clusters Score -3737466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3737467.500000 Penalty: 3598.258301
	Iteration 17Q: 3 clusters Score -3737468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3737469.750000 Penalty: 3598.258301
	Iteration 18Q: 3 clusters Score -3737470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3737474.250000 Penalty: 3598.258301
	Iteration 19Q: 3 clusters Score -3737474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3737476.000000 Penalty: 3598.258301
	Iteration 20F: 3 clusters Score -3737476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3737487.000000 Penalty: 3598.258301
	Iteration 21Q: 3 clusters Score -3737487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3737487.000000 Penalty: 3598.258301
	Iteration 22Q: 3 clusters Score -3737487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3737487.000000 Penalty: 3598.258301
	Iteration 23F: 3 clusters Score -3737487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -509056.125000 Penalty: 1470.995850
	Iteration 0F: 2 clusters Score -509056.1 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 4260 members 
Entering Unmasked Estep 
Score: -502820.875000 Penalty: 2941.991699
	Iteration 0F: 3 clusters Score -502820.9 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -504782.062500 Penalty: 2941.991699
	Iteration 1F: 3 clusters Score -504782.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -505036.437500 Penalty: 2941.991699
	Iteration 2F: 3 clusters Score -505036.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -505248.281250 Penalty: 2941.991699
	Iteration 3F: 3 clusters Score -505248.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -505425.500000 Penalty: 2941.991699
	Iteration 4Q: 3 clusters Score -505425.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -505567.156250 Penalty: 2941.991699
	Iteration 5Q: 3 clusters Score -505567.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -505694.375000 Penalty: 2941.991699
	Iteration 6Q: 3 clusters Score -505694.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -505802.375000 Penalty: 2941.991699
	Iteration 7Q: 3 clusters Score -505802.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -505902.437500 Penalty: 2941.991699
	Iteration 8Q: 3 clusters Score -505902.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -505998.218750 Penalty: 2941.991699
	Iteration 9Q: 3 clusters Score -505998.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -506104.125000 Penalty: 2941.991699
	Iteration 10Q: 3 clusters Score -506104.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -506200.812500 Penalty: 2941.991699
	Iteration 11Q: 3 clusters Score -506200.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -506318.062500 Penalty: 2941.991699
	Iteration 12Q: 3 clusters Score -506318.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -506414.625000 Penalty: 2941.991699
	Iteration 13Q: 3 clusters Score -506414.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -506532.000000 Penalty: 2941.991699
	Iteration 14Q: 3 clusters Score -506532 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -506616.031250 Penalty: 2941.991699
	Iteration 15Q: 3 clusters Score -506616 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -506710.468750 Penalty: 2941.991699
	Iteration 16Q: 3 clusters Score -506710.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -506785.406250 Penalty: 2941.991699
	Iteration 17Q: 3 clusters Score -506785.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -506843.500000 Penalty: 2941.991699
	Iteration 18Q: 3 clusters Score -506843.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -506904.562500 Penalty: 2941.991699
	Iteration 19Q: 3 clusters Score -506904.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -506958.125000 Penalty: 2941.991699
	Iteration 20F: 3 clusters Score -506958.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -507007.531250 Penalty: 2941.991699
	Iteration 21Q: 3 clusters Score -507007.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -507052.343750 Penalty: 2941.991699
	Iteration 22Q: 3 clusters Score -507052.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -507094.281250 Penalty: 2941.991699
	Iteration 23Q: 3 clusters Score -507094.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -507139.093750 Penalty: 2941.991699
	Iteration 24Q: 3 clusters Score -507139.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -507189.062500 Penalty: 2941.991699
	Iteration 25Q: 3 clusters Score -507189.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -507250.000000 Penalty: 2941.991699
	Iteration 26Q: 3 clusters Score -507250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -507321.343750 Penalty: 2941.991699
	Iteration 27Q: 3 clusters Score -507321.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -507405.718750 Penalty: 2941.991699
	Iteration 28Q: 3 clusters Score -507405.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -507503.968750 Penalty: 2941.991699
	Iteration 29Q: 3 clusters Score -507504 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -507603.718750 Penalty: 2941.991699
	Iteration 30Q: 3 clusters Score -507603.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -507720.406250 Penalty: 2941.991699
	Iteration 31Q: 3 clusters Score -507720.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -507863.875000 Penalty: 2941.991699
	Iteration 32Q: 3 clusters Score -507863.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -508034.625000 Penalty: 2941.991699
	Iteration 33Q: 3 clusters Score -508034.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -508163.250000 Penalty: 2941.991699
	Iteration 34Q: 3 clusters Score -508163.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -508265.093750 Penalty: 2941.991699
	Iteration 35Q: 3 clusters Score -508265.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -508332.000000 Penalty: 2941.991699
	Iteration 36Q: 3 clusters Score -508332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -508369.625000 Penalty: 2941.991699
	Iteration 37Q: 3 clusters Score -508369.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -508400.812500 Penalty: 2941.991699
	Iteration 38Q: 3 clusters Score -508400.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -508417.062500 Penalty: 2941.991699
	Iteration 39Q: 3 clusters Score -508417.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -508425.812500 Penalty: 2941.991699
	Iteration 40F: 3 clusters Score -508425.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -508430.718750 Penalty: 2941.991699
	Iteration 41Q: 3 clusters Score -508430.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -508433.531250 Penalty: 2941.991699
	Iteration 42Q: 3 clusters Score -508433.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -508437.718750 Penalty: 2941.991699
	Iteration 43Q: 3 clusters Score -508437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -508441.687500 Penalty: 2941.991699
	Iteration 44Q: 3 clusters Score -508441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -508443.750000 Penalty: 2941.991699
	Iteration 45Q: 3 clusters Score -508443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -508446.625000 Penalty: 2941.991699
	Iteration 46Q: 3 clusters Score -508446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -508448.875000 Penalty: 2941.991699
	Iteration 47Q: 3 clusters Score -508448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -508451.687500 Penalty: 2941.991699
	Iteration 48Q: 3 clusters Score -508451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -508455.375000 Penalty: 2941.991699
	Iteration 49Q: 3 clusters Score -508455.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -508457.718750 Penalty: 2941.991699
	Iteration 50Q: 3 clusters Score -508457.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -508463.062500 Penalty: 2941.991699
	Iteration 51Q: 3 clusters Score -508463.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -508467.062500 Penalty: 2941.991699
	Iteration 52Q: 3 clusters Score -508467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -508472.437500 Penalty: 2941.991699
	Iteration 53Q: 3 clusters Score -508472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -508475.437500 Penalty: 2941.991699
	Iteration 54Q: 3 clusters Score -508475.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -508478.937500 Penalty: 2941.991699
	Iteration 55Q: 3 clusters Score -508478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -508480.718750 Penalty: 2941.991699
	Iteration 56Q: 3 clusters Score -508480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -508482.093750 Penalty: 2941.991699
	Iteration 57Q: 3 clusters Score -508482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -508482.781250 Penalty: 2941.991699
	Iteration 58Q: 3 clusters Score -508482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -508484.187500 Penalty: 2941.991699
	Iteration 59Q: 3 clusters Score -508484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -508484.593750 Penalty: 2941.991699
	Iteration 60F: 3 clusters Score -508484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -508485.187500 Penalty: 2941.991699
	Iteration 61Q: 3 clusters Score -508485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -508487.468750 Penalty: 2941.991699
	Iteration 62Q: 3 clusters Score -508487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -508489.625000 Penalty: 2941.991699
	Iteration 63Q: 3 clusters Score -508489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -508490.593750 Penalty: 2941.991699
	Iteration 64Q: 3 clusters Score -508490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -508491.000000 Penalty: 2941.991699
	Iteration 65Q: 3 clusters Score -508491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -508492.562500 Penalty: 2941.991699
	Iteration 66Q: 3 clusters Score -508492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -508495.156250 Penalty: 2941.991699
	Iteration 67Q: 3 clusters Score -508495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -508495.406250 Penalty: 2941.991699
	Iteration 68Q: 3 clusters Score -508495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -508497.062500 Penalty: 2941.991699
	Iteration 69Q: 3 clusters Score -508497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -508502.250000 Penalty: 2941.991699
	Iteration 70Q: 3 clusters Score -508502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -508506.187500 Penalty: 2941.991699
	Iteration 71Q: 3 clusters Score -508506.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -508513.312500 Penalty: 2941.991699
	Iteration 72Q: 3 clusters Score -508513.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -508520.312500 Penalty: 2941.991699
	Iteration 73Q: 3 clusters Score -508520.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -508525.000000 Penalty: 2941.991699
	Iteration 74Q: 3 clusters Score -508525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -508530.156250 Penalty: 2941.991699
	Iteration 75Q: 3 clusters Score -508530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -508535.812500 Penalty: 2941.991699
	Iteration 76Q: 3 clusters Score -508535.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -508539.468750 Penalty: 2941.991699
	Iteration 77Q: 3 clusters Score -508539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -508541.625000 Penalty: 2941.991699
	Iteration 78Q: 3 clusters Score -508541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -508545.031250 Penalty: 2941.991699
	Iteration 79Q: 3 clusters Score -508545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -508547.968750 Penalty: 2941.991699
	Iteration 80F: 3 clusters Score -508548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -508548.906250 Penalty: 2941.991699
	Iteration 81Q: 3 clusters Score -508548.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -508550.250000 Penalty: 2941.991699
	Iteration 82Q: 3 clusters Score -508550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -508552.843750 Penalty: 2941.991699
	Iteration 83Q: 3 clusters Score -508552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -508554.843750 Penalty: 2941.991699
	Iteration 84Q: 3 clusters Score -508554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -508554.468750 Penalty: 2941.991699
	Iteration 85Q: 3 clusters Score -508554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -508556.406250 Penalty: 2941.991699
	Iteration 86Q: 3 clusters Score -508556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -508557.562500 Penalty: 2941.991699
	Iteration 87Q: 3 clusters Score -508557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -508559.937500 Penalty: 2941.991699
	Iteration 88Q: 3 clusters Score -508559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -508559.718750 Penalty: 2941.991699
	Iteration 89Q: 3 clusters Score -508559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -508561.000000 Penalty: 2941.991699
	Iteration 90Q: 3 clusters Score -508561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -508561.125000 Penalty: 2941.991699
	Iteration 91Q: 3 clusters Score -508561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -508563.437500 Penalty: 2941.991699
	Iteration 92Q: 3 clusters Score -508563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -508562.687500 Penalty: 2941.991699
	Iteration 93Q: 3 clusters Score -508562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -508566.812500 Penalty: 2941.991699
	Iteration 94Q: 3 clusters Score -508566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -508567.093750 Penalty: 2941.991699
	Iteration 95Q: 3 clusters Score -508567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -508568.656250 Penalty: 2941.991699
	Iteration 96Q: 3 clusters Score -508568.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -508571.093750 Penalty: 2941.991699
	Iteration 97Q: 3 clusters Score -508571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -508575.500000 Penalty: 2941.991699
	Iteration 98Q: 3 clusters Score -508575.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -508578.000000 Penalty: 2941.991699
	Iteration 99Q: 3 clusters Score -508578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -508583.906250 Penalty: 2941.991699
	Iteration 100F: 3 clusters Score -508583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -508589.125000 Penalty: 2941.991699
	Iteration 101Q: 3 clusters Score -508589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -508593.468750 Penalty: 2941.991699
	Iteration 102Q: 3 clusters Score -508593.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -508596.468750 Penalty: 2941.991699
	Iteration 103Q: 3 clusters Score -508596.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -508603.187500 Penalty: 2941.991699
	Iteration 104Q: 3 clusters Score -508603.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -508612.250000 Penalty: 2941.991699
	Iteration 105Q: 3 clusters Score -508612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -508620.437500 Penalty: 2941.991699
	Iteration 106Q: 3 clusters Score -508620.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -508631.343750 Penalty: 2941.991699
	Iteration 107Q: 3 clusters Score -508631.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -508648.968750 Penalty: 2941.991699
	Iteration 108Q: 3 clusters Score -508649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -508667.937500 Penalty: 2941.991699
	Iteration 109Q: 3 clusters Score -508667.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -508684.562500 Penalty: 2941.991699
	Iteration 110Q: 3 clusters Score -508684.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -508701.218750 Penalty: 2941.991699
	Iteration 111Q: 3 clusters Score -508701.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -508715.093750 Penalty: 2941.991699
	Iteration 112Q: 3 clusters Score -508715.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -508732.062500 Penalty: 2941.991699
	Iteration 113Q: 3 clusters Score -508732.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -508749.781250 Penalty: 2941.991699
	Iteration 114Q: 3 clusters Score -508749.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -508765.281250 Penalty: 2941.991699
	Iteration 115Q: 3 clusters Score -508765.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -508779.562500 Penalty: 2941.991699
	Iteration 116Q: 3 clusters Score -508779.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -508789.625000 Penalty: 2941.991699
	Iteration 117Q: 3 clusters Score -508789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -508796.000000 Penalty: 2941.991699
	Iteration 118Q: 3 clusters Score -508796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -508801.562500 Penalty: 2941.991699
	Iteration 119Q: 3 clusters Score -508801.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -508809.500000 Penalty: 2941.991699
	Iteration 120F: 3 clusters Score -508809.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -508817.937500 Penalty: 2941.991699
	Iteration 121Q: 3 clusters Score -508817.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -508825.687500 Penalty: 2941.991699
	Iteration 122Q: 3 clusters Score -508825.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -508829.812500 Penalty: 2941.991699
	Iteration 123Q: 3 clusters Score -508829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -508836.468750 Penalty: 2941.991699
	Iteration 124Q: 3 clusters Score -508836.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -508845.750000 Penalty: 2941.991699
	Iteration 125Q: 3 clusters Score -508845.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -508859.062500 Penalty: 2941.991699
	Iteration 126Q: 3 clusters Score -508859.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -508868.000000 Penalty: 2941.991699
	Iteration 127Q: 3 clusters Score -508868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -508875.000000 Penalty: 2941.991699
	Iteration 128Q: 3 clusters Score -508875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -508879.875000 Penalty: 2941.991699
	Iteration 129Q: 3 clusters Score -508879.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -508888.531250 Penalty: 2941.991699
	Iteration 130Q: 3 clusters Score -508888.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -508892.593750 Penalty: 2941.991699
	Iteration 131Q: 3 clusters Score -508892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -508896.625000 Penalty: 2941.991699
	Iteration 132Q: 3 clusters Score -508896.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -508900.906250 Penalty: 2941.991699
	Iteration 133Q: 3 clusters Score -508900.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -508904.656250 Penalty: 2941.991699
	Iteration 134Q: 3 clusters Score -508904.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -508907.687500 Penalty: 2941.991699
	Iteration 135Q: 3 clusters Score -508907.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -508910.375000 Penalty: 2941.991699
	Iteration 136Q: 3 clusters Score -508910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -508912.812500 Penalty: 2941.991699
	Iteration 137Q: 3 clusters Score -508912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -508915.281250 Penalty: 2941.991699
	Iteration 138Q: 3 clusters Score -508915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -508915.812500 Penalty: 2941.991699
	Iteration 139Q: 3 clusters Score -508915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -508919.031250 Penalty: 2941.991699
	Iteration 140F: 3 clusters Score -508919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -508918.531250 Penalty: 2941.991699
	Iteration 141Q: 3 clusters Score -508918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -508919.156250 Penalty: 2941.991699
	Iteration 142Q: 3 clusters Score -508919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -508918.250000 Penalty: 2941.991699
	Iteration 143Q: 3 clusters Score -508918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -508920.375000 Penalty: 2941.991699
	Iteration 144Q: 3 clusters Score -508920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -508920.375000 Penalty: 2941.991699
	Iteration 145F: 3 clusters Score -508920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -438648.250000 Penalty: 1458.375366
	Iteration 0F: 2 clusters Score -438648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -432825.093750 Penalty: 2916.750732
	Iteration 0F: 3 clusters Score -432825.1 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -434548.406250 Penalty: 2916.750732
	Iteration 1F: 3 clusters Score -434548.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -434753.937500 Penalty: 2916.750732
	Iteration 2F: 3 clusters Score -434753.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -434910.843750 Penalty: 2916.750732
	Iteration 3Q: 3 clusters Score -434910.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -435030.687500 Penalty: 2916.750732
	Iteration 4Q: 3 clusters Score -435030.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -435133.875000 Penalty: 2916.750732
	Iteration 5Q: 3 clusters Score -435133.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -435231.656250 Penalty: 2916.750732
	Iteration 6Q: 3 clusters Score -435231.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -435324.312500 Penalty: 2916.750732
	Iteration 7Q: 3 clusters Score -435324.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -435433.500000 Penalty: 2916.750732
	Iteration 8Q: 3 clusters Score -435433.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -435579.562500 Penalty: 2916.750732
	Iteration 9Q: 3 clusters Score -435579.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -435752.531250 Penalty: 2916.750732
	Iteration 10Q: 3 clusters Score -435752.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -435939.906250 Penalty: 2916.750732
	Iteration 11Q: 3 clusters Score -435939.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -436159.937500 Penalty: 2916.750732
	Iteration 12Q: 3 clusters Score -436159.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -436393.375000 Penalty: 2916.750732
	Iteration 13Q: 3 clusters Score -436393.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -436609.281250 Penalty: 2916.750732
	Iteration 14Q: 3 clusters Score -436609.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -436799.656250 Penalty: 2916.750732
	Iteration 15Q: 3 clusters Score -436799.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -436972.718750 Penalty: 2916.750732
	Iteration 16Q: 3 clusters Score -436972.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -437092.593750 Penalty: 2916.750732
	Iteration 17Q: 3 clusters Score -437092.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -437180.281250 Penalty: 2916.750732
	Iteration 18Q: 3 clusters Score -437180.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -437239.343750 Penalty: 2916.750732
	Iteration 19Q: 3 clusters Score -437239.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -437289.531250 Penalty: 2916.750732
	Iteration 20F: 3 clusters Score -437289.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -437321.500000 Penalty: 2916.750732
	Iteration 21Q: 3 clusters Score -437321.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -437339.625000 Penalty: 2916.750732
	Iteration 22Q: 3 clusters Score -437339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -437355.125000 Penalty: 2916.750732
	Iteration 23Q: 3 clusters Score -437355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -437362.031250 Penalty: 2916.750732
	Iteration 24Q: 3 clusters Score -437362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -437367.093750 Penalty: 2916.750732
	Iteration 25Q: 3 clusters Score -437367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -437372.250000 Penalty: 2916.750732
	Iteration 26Q: 3 clusters Score -437372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -437374.750000 Penalty: 2916.750732
	Iteration 27Q: 3 clusters Score -437374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -437378.781250 Penalty: 2916.750732
	Iteration 28Q: 3 clusters Score -437378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -437381.625000 Penalty: 2916.750732
	Iteration 29Q: 3 clusters Score -437381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -437384.218750 Penalty: 2916.750732
	Iteration 30Q: 3 clusters Score -437384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -437384.406250 Penalty: 2916.750732
	Iteration 31Q: 3 clusters Score -437384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -437384.406250 Penalty: 2916.750732
	Iteration 32F: 3 clusters Score -437384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -435809.781250 Penalty: 1461.532837
	Iteration 0F: 2 clusters Score -435809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -429939.562500 Penalty: 2923.065674
	Iteration 0F: 3 clusters Score -429939.6 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -431727.812500 Penalty: 2923.065674
	Iteration 1F: 3 clusters Score -431727.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -431930.750000 Penalty: 2923.065674
	Iteration 2F: 3 clusters Score -431930.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -432093.375000 Penalty: 2923.065674
	Iteration 3Q: 3 clusters Score -432093.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -432216.093750 Penalty: 2923.065674
	Iteration 4Q: 3 clusters Score -432216.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -432333.437500 Penalty: 2923.065674
	Iteration 5Q: 3 clusters Score -432333.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -432436.812500 Penalty: 2923.065674
	Iteration 6Q: 3 clusters Score -432436.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -432518.625000 Penalty: 2923.065674
	Iteration 7Q: 3 clusters Score -432518.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -432596.312500 Penalty: 2923.065674
	Iteration 8Q: 3 clusters Score -432596.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -432662.125000 Penalty: 2923.065674
	Iteration 9Q: 3 clusters Score -432662.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -432716.062500 Penalty: 2923.065674
	Iteration 10Q: 3 clusters Score -432716.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -432759.531250 Penalty: 2923.065674
	Iteration 11Q: 3 clusters Score -432759.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -432798.312500 Penalty: 2923.065674
	Iteration 12Q: 3 clusters Score -432798.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -432847.218750 Penalty: 2923.065674
	Iteration 13Q: 3 clusters Score -432847.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -432898.500000 Penalty: 2923.065674
	Iteration 14Q: 3 clusters Score -432898.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -432944.312500 Penalty: 2923.065674
	Iteration 15Q: 3 clusters Score -432944.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -432990.937500 Penalty: 2923.065674
	Iteration 16Q: 3 clusters Score -432990.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -433046.250000 Penalty: 2923.065674
	Iteration 17Q: 3 clusters Score -433046.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -433102.031250 Penalty: 2923.065674
	Iteration 18Q: 3 clusters Score -433102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -433160.437500 Penalty: 2923.065674
	Iteration 19Q: 3 clusters Score -433160.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -433220.406250 Penalty: 2923.065674
	Iteration 20F: 3 clusters Score -433220.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -433293.468750 Penalty: 2923.065674
	Iteration 21Q: 3 clusters Score -433293.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -433372.187500 Penalty: 2923.065674
	Iteration 22Q: 3 clusters Score -433372.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -433456.625000 Penalty: 2923.065674
	Iteration 23Q: 3 clusters Score -433456.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -433553.750000 Penalty: 2923.065674
	Iteration 24Q: 3 clusters Score -433553.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -433635.656250 Penalty: 2923.065674
	Iteration 25Q: 3 clusters Score -433635.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -433717.812500 Penalty: 2923.065674
	Iteration 26Q: 3 clusters Score -433717.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -433791.437500 Penalty: 2923.065674
	Iteration 27Q: 3 clusters Score -433791.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -433850.062500 Penalty: 2923.065674
	Iteration 28Q: 3 clusters Score -433850.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -433894.093750 Penalty: 2923.065674
	Iteration 29Q: 3 clusters Score -433894.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -433936.281250 Penalty: 2923.065674
	Iteration 30Q: 3 clusters Score -433936.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -433983.781250 Penalty: 2923.065674
	Iteration 31Q: 3 clusters Score -433983.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -434034.125000 Penalty: 2923.065674
	Iteration 32Q: 3 clusters Score -434034.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -434072.218750 Penalty: 2923.065674
	Iteration 33Q: 3 clusters Score -434072.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -434122.593750 Penalty: 2923.065674
	Iteration 34Q: 3 clusters Score -434122.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -434181.593750 Penalty: 2923.065674
	Iteration 35Q: 3 clusters Score -434181.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -434243.312500 Penalty: 2923.065674
	Iteration 36Q: 3 clusters Score -434243.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -434289.718750 Penalty: 2923.065674
	Iteration 37Q: 3 clusters Score -434289.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -434329.468750 Penalty: 2923.065674
	Iteration 38Q: 3 clusters Score -434329.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -434352.562500 Penalty: 2923.065674
	Iteration 39Q: 3 clusters Score -434352.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -434373.125000 Penalty: 2923.065674
	Iteration 40F: 3 clusters Score -434373.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -434397.468750 Penalty: 2923.065674
	Iteration 41Q: 3 clusters Score -434397.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -434421.875000 Penalty: 2923.065674
	Iteration 42Q: 3 clusters Score -434421.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -434446.812500 Penalty: 2923.065674
	Iteration 43Q: 3 clusters Score -434446.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -434469.000000 Penalty: 2923.065674
	Iteration 44Q: 3 clusters Score -434469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -434483.125000 Penalty: 2923.065674
	Iteration 45Q: 3 clusters Score -434483.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -434495.343750 Penalty: 2923.065674
	Iteration 46Q: 3 clusters Score -434495.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -434505.375000 Penalty: 2923.065674
	Iteration 47Q: 3 clusters Score -434505.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -434515.687500 Penalty: 2923.065674
	Iteration 48Q: 3 clusters Score -434515.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -434524.062500 Penalty: 2923.065674
	Iteration 49Q: 3 clusters Score -434524.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -434530.937500 Penalty: 2923.065674
	Iteration 50Q: 3 clusters Score -434530.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -434540.781250 Penalty: 2923.065674
	Iteration 51Q: 3 clusters Score -434540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -434549.843750 Penalty: 2923.065674
	Iteration 52Q: 3 clusters Score -434549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -434557.656250 Penalty: 2923.065674
	Iteration 53Q: 3 clusters Score -434557.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -434566.125000 Penalty: 2923.065674
	Iteration 54Q: 3 clusters Score -434566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -434575.718750 Penalty: 2923.065674
	Iteration 55Q: 3 clusters Score -434575.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -434585.000000 Penalty: 2923.065674
	Iteration 56Q: 3 clusters Score -434585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -434593.968750 Penalty: 2923.065674
	Iteration 57Q: 3 clusters Score -434594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -434607.687500 Penalty: 2923.065674
	Iteration 58Q: 3 clusters Score -434607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -434622.125000 Penalty: 2923.065674
	Iteration 59Q: 3 clusters Score -434622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -434629.781250 Penalty: 2923.065674
	Iteration 60F: 3 clusters Score -434629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -434635.343750 Penalty: 2923.065674
	Iteration 61Q: 3 clusters Score -434635.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -434642.687500 Penalty: 2923.065674
	Iteration 62Q: 3 clusters Score -434642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -434647.062500 Penalty: 2923.065674
	Iteration 63Q: 3 clusters Score -434647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -434648.812500 Penalty: 2923.065674
	Iteration 64Q: 3 clusters Score -434648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -434649.281250 Penalty: 2923.065674
	Iteration 65Q: 3 clusters Score -434649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -434649.156250 Penalty: 2923.065674
	Iteration 66Q: 3 clusters Score -434649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -434649.093750 Penalty: 2923.065674
	Iteration 67Q: 3 clusters Score -434649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -434649.437500 Penalty: 2923.065674
	Iteration 68Q: 3 clusters Score -434649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -434649.437500 Penalty: 2923.065674
	Iteration 69F: 3 clusters Score -434649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -176893.093750 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -176893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -173847.687500 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -173847.7 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -174676.437500 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -174676.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -174924.500000 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -174924.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -175113.234375 Penalty: 2653.835449
	Iteration 3F: 3 clusters Score -175113.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -175267.625000 Penalty: 2653.835449
	Iteration 4F: 3 clusters Score -175267.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -175393.765625 Penalty: 2653.835449
	Iteration 5F: 3 clusters Score -175393.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -175513.093750 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -175513.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -175634.515625 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -175634.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -175720.000000 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -175720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -175791.578125 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -175791.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -175853.062500 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -175853.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -175898.062500 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -175898.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -175936.656250 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -175936.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -175968.843750 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -175968.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -176002.234375 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -176002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -176031.109375 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -176031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -176047.546875 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -176047.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -176066.968750 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -176067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -176083.875000 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -176083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -176097.468750 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -176097.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -176107.390625 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -176107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -176114.671875 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -176114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -176120.750000 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -176120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -176132.687500 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -176132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -176136.437500 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -176136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -176137.718750 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -176137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -176138.718750 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -176138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -176140.531250 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -176140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -176140.718750 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -176140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -176140.718750 Penalty: 2653.835449
	Iteration 29F: 3 clusters Score -176140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -208571.578125 Penalty: 1353.647827
	Iteration 0F: 2 clusters Score -208571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -205149.562500 Penalty: 2707.295654
	Iteration 0F: 3 clusters Score -205149.6 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -206304.687500 Penalty: 2707.295654
	Iteration 1F: 3 clusters Score -206304.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -206594.828125 Penalty: 2707.295654
	Iteration 2F: 3 clusters Score -206594.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -206870.218750 Penalty: 2707.295654
	Iteration 3F: 3 clusters Score -206870.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -207128.343750 Penalty: 2707.295654
	Iteration 4F: 3 clusters Score -207128.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -207351.171875 Penalty: 2707.295654
	Iteration 5Q: 3 clusters Score -207351.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -207532.234375 Penalty: 2707.295654
	Iteration 6Q: 3 clusters Score -207532.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -207685.484375 Penalty: 2707.295654
	Iteration 7Q: 3 clusters Score -207685.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -207791.250000 Penalty: 2707.295654
	Iteration 8Q: 3 clusters Score -207791.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -207880.843750 Penalty: 2707.295654
	Iteration 9Q: 3 clusters Score -207880.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -207954.984375 Penalty: 2707.295654
	Iteration 10Q: 3 clusters Score -207955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -208017.703125 Penalty: 2707.295654
	Iteration 11Q: 3 clusters Score -208017.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208102.765625 Penalty: 2707.295654
	Iteration 12Q: 3 clusters Score -208102.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -208178.156250 Penalty: 2707.295654
	Iteration 13Q: 3 clusters Score -208178.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -208246.812500 Penalty: 2707.295654
	Iteration 14Q: 3 clusters Score -208246.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208305.203125 Penalty: 2707.295654
	Iteration 15Q: 3 clusters Score -208305.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208341.218750 Penalty: 2707.295654
	Iteration 16Q: 3 clusters Score -208341.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -208369.718750 Penalty: 2707.295654
	Iteration 17Q: 3 clusters Score -208369.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -208389.906250 Penalty: 2707.295654
	Iteration 18Q: 3 clusters Score -208389.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -208406.281250 Penalty: 2707.295654
	Iteration 19Q: 3 clusters Score -208406.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -208419.328125 Penalty: 2707.295654
	Iteration 20F: 3 clusters Score -208419.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -208426.140625 Penalty: 2707.295654
	Iteration 21Q: 3 clusters Score -208426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -208429.859375 Penalty: 2707.295654
	Iteration 22Q: 3 clusters Score -208429.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -208435.187500 Penalty: 2707.295654
	Iteration 23Q: 3 clusters Score -208435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -208439.218750 Penalty: 2707.295654
	Iteration 24Q: 3 clusters Score -208439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -208442.781250 Penalty: 2707.295654
	Iteration 25Q: 3 clusters Score -208442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -208446.031250 Penalty: 2707.295654
	Iteration 26Q: 3 clusters Score -208446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -208447.515625 Penalty: 2707.295654
	Iteration 27Q: 3 clusters Score -208447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -208451.453125 Penalty: 2707.295654
	Iteration 28Q: 3 clusters Score -208451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -208453.390625 Penalty: 2707.295654
	Iteration 29Q: 3 clusters Score -208453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -208456.203125 Penalty: 2707.295654
	Iteration 30Q: 3 clusters Score -208456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -208458.187500 Penalty: 2707.295654
	Iteration 31Q: 3 clusters Score -208458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -208458.906250 Penalty: 2707.295654
	Iteration 32Q: 3 clusters Score -208458.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -208460.843750 Penalty: 2707.295654
	Iteration 33Q: 3 clusters Score -208460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -208462.343750 Penalty: 2707.295654
	Iteration 34Q: 3 clusters Score -208462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -208463.687500 Penalty: 2707.295654
	Iteration 35Q: 3 clusters Score -208463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -208464.703125 Penalty: 2707.295654
	Iteration 36Q: 3 clusters Score -208464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -208465.859375 Penalty: 2707.295654
	Iteration 37Q: 3 clusters Score -208465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -208466.125000 Penalty: 2707.295654
	Iteration 38Q: 3 clusters Score -208466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -208466.203125 Penalty: 2707.295654
	Iteration 39Q: 3 clusters Score -208466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -208466.296875 Penalty: 2707.295654
	Iteration 40F: 3 clusters Score -208466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Entering Unmasked Estep 
Score: -1046899.187500 Penalty: 1589.188843
	Iteration 0F: 2 clusters Score -1046899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1034773.375000 Penalty: 3178.377686
	Iteration 0F: 3 clusters Score -1034773 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1039084.375000 Penalty: 3178.377686
	Iteration 1F: 3 clusters Score -1039084 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1039447.000000 Penalty: 3178.377686
	Iteration 2F: 3 clusters Score -1039447 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1039803.750000 Penalty: 3178.377686
	Iteration 3F: 3 clusters Score -1039804 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1040149.500000 Penalty: 3178.377686
	Iteration 4Q: 3 clusters Score -1040150 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1040503.062500 Penalty: 3178.377686
	Iteration 5Q: 3 clusters Score -1040503 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1040891.812500 Penalty: 3178.377686
	Iteration 6Q: 3 clusters Score -1040892 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1041371.312500 Penalty: 3178.377686
	Iteration 7F: 3 clusters Score -1041371 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1041925.937500 Penalty: 3178.377686
	Iteration 8F: 3 clusters Score -1041926 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1042531.875000 Penalty: 3178.377686
	Iteration 9F: 3 clusters Score -1042532 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1043151.312500 Penalty: 3178.377686
	Iteration 10Q: 3 clusters Score -1043151 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1043737.312500 Penalty: 3178.377686
	Iteration 11Q: 3 clusters Score -1043737 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1044253.000000 Penalty: 3178.377686
	Iteration 12Q: 3 clusters Score -1044253 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1044644.562500 Penalty: 3178.377686
	Iteration 13Q: 3 clusters Score -1044645 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1044921.937500 Penalty: 3178.377686
	Iteration 14Q: 3 clusters Score -1044922 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1045139.062500 Penalty: 3178.377686
	Iteration 15Q: 3 clusters Score -1045139 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1045299.562500 Penalty: 3178.377686
	Iteration 16Q: 3 clusters Score -1045300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1045402.062500 Penalty: 3178.377686
	Iteration 17Q: 3 clusters Score -1045402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1045458.562500 Penalty: 3178.377686
	Iteration 18Q: 3 clusters Score -1045459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1045485.625000 Penalty: 3178.377686
	Iteration 19Q: 3 clusters Score -1045486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1045503.500000 Penalty: 3178.377686
	Iteration 20F: 3 clusters Score -1045504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1045519.187500 Penalty: 3178.377686
	Iteration 21Q: 3 clusters Score -1045519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1045530.687500 Penalty: 3178.377686
	Iteration 22Q: 3 clusters Score -1045531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1045540.125000 Penalty: 3178.377686
	Iteration 23Q: 3 clusters Score -1045540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1045544.625000 Penalty: 3178.377686
	Iteration 24Q: 3 clusters Score -1045545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1045550.312500 Penalty: 3178.377686
	Iteration 25Q: 3 clusters Score -1045550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1045552.437500 Penalty: 3178.377686
	Iteration 26Q: 3 clusters Score -1045552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1045552.437500 Penalty: 3178.377686
	Iteration 27F: 3 clusters Score -1045552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -769888.375000 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -769888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -760356.375000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -760356.4 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -763868.625000 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -763868.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -764214.000000 Penalty: 3094.366699
	Iteration 2F: 3 clusters Score -764214 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -764538.750000 Penalty: 3094.366699
	Iteration 3F: 3 clusters Score -764538.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -764847.875000 Penalty: 3094.366699
	Iteration 4Q: 3 clusters Score -764847.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -765181.875000 Penalty: 3094.366699
	Iteration 5Q: 3 clusters Score -765181.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -765514.875000 Penalty: 3094.366699
	Iteration 6Q: 3 clusters Score -765514.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -765887.812500 Penalty: 3094.366699
	Iteration 7Q: 3 clusters Score -765887.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -766279.875000 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -766279.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -766722.437500 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -766722.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -767113.875000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -767113.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -767380.437500 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -767380.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -767542.875000 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -767542.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -767656.312500 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -767656.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -767750.875000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -767750.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -767835.125000 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -767835.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -767907.500000 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -767907.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -767980.500000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -767980.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -768033.500000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -768033.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -768076.250000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -768076.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -768118.312500 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -768118.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -768157.375000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -768157.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -768192.375000 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -768192.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -768227.187500 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -768227.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -768265.312500 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -768265.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -768302.750000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -768302.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -768336.875000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -768336.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -768363.750000 Penalty: 3094.366699
	Iteration 27Q: 3 clusters Score -768363.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -768400.500000 Penalty: 3094.366699
	Iteration 28Q: 3 clusters Score -768400.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -768432.750000 Penalty: 3094.366699
	Iteration 29Q: 3 clusters Score -768432.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -768468.562500 Penalty: 3094.366699
	Iteration 30Q: 3 clusters Score -768468.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -768502.937500 Penalty: 3094.366699
	Iteration 31Q: 3 clusters Score -768502.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -768536.187500 Penalty: 3094.366699
	Iteration 32Q: 3 clusters Score -768536.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -768588.750000 Penalty: 3094.366699
	Iteration 33Q: 3 clusters Score -768588.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -768641.375000 Penalty: 3094.366699
	Iteration 34Q: 3 clusters Score -768641.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -768703.125000 Penalty: 3094.366699
	Iteration 35Q: 3 clusters Score -768703.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -768768.750000 Penalty: 3094.366699
	Iteration 36Q: 3 clusters Score -768768.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -768825.937500 Penalty: 3094.366699
	Iteration 37Q: 3 clusters Score -768825.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -768883.812500 Penalty: 3094.366699
	Iteration 38Q: 3 clusters Score -768883.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -768947.187500 Penalty: 3094.366699
	Iteration 39Q: 3 clusters Score -768947.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -768999.812500 Penalty: 3094.366699
	Iteration 40F: 3 clusters Score -768999.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -769039.687500 Penalty: 3094.366699
	Iteration 41Q: 3 clusters Score -769039.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -769070.125000 Penalty: 3094.366699
	Iteration 42Q: 3 clusters Score -769070.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -769089.187500 Penalty: 3094.366699
	Iteration 43Q: 3 clusters Score -769089.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -769098.125000 Penalty: 3094.366699
	Iteration 44Q: 3 clusters Score -769098.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -769109.875000 Penalty: 3094.366699
	Iteration 45Q: 3 clusters Score -769109.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -769114.312500 Penalty: 3094.366699
	Iteration 46Q: 3 clusters Score -769114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -769118.750000 Penalty: 3094.366699
	Iteration 47Q: 3 clusters Score -769118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -769121.500000 Penalty: 3094.366699
	Iteration 48Q: 3 clusters Score -769121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -769126.000000 Penalty: 3094.366699
	Iteration 49Q: 3 clusters Score -769126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -769126.125000 Penalty: 3094.366699
	Iteration 50Q: 3 clusters Score -769126.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -769130.937500 Penalty: 3094.366699
	Iteration 51Q: 3 clusters Score -769130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -769131.062500 Penalty: 3094.366699
	Iteration 52Q: 3 clusters Score -769131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -769133.437500 Penalty: 3094.366699
	Iteration 53Q: 3 clusters Score -769133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -769132.375000 Penalty: 3094.366699
	Iteration 54Q: 3 clusters Score -769132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -769133.750000 Penalty: 3094.366699
	Iteration 55Q: 3 clusters Score -769133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -769134.125000 Penalty: 3094.366699
	Iteration 56Q: 3 clusters Score -769134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -769134.500000 Penalty: 3094.366699
	Iteration 57Q: 3 clusters Score -769134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -769134.500000 Penalty: 3094.366699
	Iteration 58F: 3 clusters Score -769134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -401366.312500 Penalty: 1436.805786
	Iteration 0F: 2 clusters Score -401366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -396190.843750 Penalty: 2873.611572
	Iteration 0F: 3 clusters Score -396190.8 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -397979.625000 Penalty: 2873.611572
	Iteration 1F: 3 clusters Score -397979.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -398331.968750 Penalty: 2873.611572
	Iteration 2F: 3 clusters Score -398332 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -398622.218750 Penalty: 2873.611572
	Iteration 3F: 3 clusters Score -398622.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -398911.500000 Penalty: 2873.611572
	Iteration 4F: 3 clusters Score -398911.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -399214.000000 Penalty: 2873.611572
	Iteration 5F: 3 clusters Score -399214 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -399519.968750 Penalty: 2873.611572
	Iteration 6F: 3 clusters Score -399520 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -399793.718750 Penalty: 2873.611572
	Iteration 7Q: 3 clusters Score -399793.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -399961.406250 Penalty: 2873.611572
	Iteration 8Q: 3 clusters Score -399961.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -400088.062500 Penalty: 2873.611572
	Iteration 9Q: 3 clusters Score -400088.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -400189.718750 Penalty: 2873.611572
	Iteration 10Q: 3 clusters Score -400189.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -400255.718750 Penalty: 2873.611572
	Iteration 11Q: 3 clusters Score -400255.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -400298.843750 Penalty: 2873.611572
	Iteration 12Q: 3 clusters Score -400298.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -400323.625000 Penalty: 2873.611572
	Iteration 13Q: 3 clusters Score -400323.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -400334.968750 Penalty: 2873.611572
	Iteration 14Q: 3 clusters Score -400335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -400344.625000 Penalty: 2873.611572
	Iteration 15Q: 3 clusters Score -400344.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -400351.875000 Penalty: 2873.611572
	Iteration 16Q: 3 clusters Score -400351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -400355.875000 Penalty: 2873.611572
	Iteration 17Q: 3 clusters Score -400355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -400356.093750 Penalty: 2873.611572
	Iteration 18Q: 3 clusters Score -400356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -400358.812500 Penalty: 2873.611572
	Iteration 19Q: 3 clusters Score -400358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -400358.656250 Penalty: 2873.611572
	Iteration 20F: 3 clusters Score -400358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -400360.406250 Penalty: 2873.611572
	Iteration 21Q: 3 clusters Score -400360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -400361.406250 Penalty: 2873.611572
	Iteration 22Q: 3 clusters Score -400361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -400362.375000 Penalty: 2873.611572
	Iteration 23Q: 3 clusters Score -400362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -400365.781250 Penalty: 2873.611572
	Iteration 24Q: 3 clusters Score -400365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -400369.781250 Penalty: 2873.611572
	Iteration 25Q: 3 clusters Score -400369.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -400376.062500 Penalty: 2873.611572
	Iteration 26Q: 3 clusters Score -400376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -400379.531250 Penalty: 2873.611572
	Iteration 27Q: 3 clusters Score -400379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -400381.125000 Penalty: 2873.611572
	Iteration 28Q: 3 clusters Score -400381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -400382.843750 Penalty: 2873.611572
	Iteration 29Q: 3 clusters Score -400382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -400385.468750 Penalty: 2873.611572
	Iteration 30Q: 3 clusters Score -400385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -400387.031250 Penalty: 2873.611572
	Iteration 31Q: 3 clusters Score -400387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -400389.593750 Penalty: 2873.611572
	Iteration 32Q: 3 clusters Score -400389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -400393.218750 Penalty: 2873.611572
	Iteration 33Q: 3 clusters Score -400393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -400399.875000 Penalty: 2873.611572
	Iteration 34Q: 3 clusters Score -400399.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -400402.000000 Penalty: 2873.611572
	Iteration 35Q: 3 clusters Score -400402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -400402.750000 Penalty: 2873.611572
	Iteration 36Q: 3 clusters Score -400402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -400403.937500 Penalty: 2873.611572
	Iteration 37Q: 3 clusters Score -400403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -400404.843750 Penalty: 2873.611572
	Iteration 38Q: 3 clusters Score -400404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -400405.750000 Penalty: 2873.611572
	Iteration 39Q: 3 clusters Score -400405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -400406.562500 Penalty: 2873.611572
	Iteration 40F: 3 clusters Score -400406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -400407.156250 Penalty: 2873.611572
	Iteration 41Q: 3 clusters Score -400407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -400407.125000 Penalty: 2873.611572
	Iteration 42Q: 3 clusters Score -400407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -400408.312500 Penalty: 2873.611572
	Iteration 43Q: 3 clusters Score -400408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -400409.125000 Penalty: 2873.611572
	Iteration 44Q: 3 clusters Score -400409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -400409.406250 Penalty: 2873.611572
	Iteration 45Q: 3 clusters Score -400409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -400409.968750 Penalty: 2873.611572
	Iteration 46Q: 3 clusters Score -400410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -400409.531250 Penalty: 2873.611572
	Iteration 47Q: 3 clusters Score -400409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -400410.437500 Penalty: 2873.611572
	Iteration 48Q: 3 clusters Score -400410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -400410.625000 Penalty: 2873.611572
	Iteration 49Q: 3 clusters Score -400410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -400410.625000 Penalty: 2873.611572
	Iteration 50Q: 3 clusters Score -400410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -400410.625000 Penalty: 2873.611572
	Iteration 51F: 3 clusters Score -400410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -557439.562500 Penalty: 1488.413452
	Iteration 0F: 2 clusters Score -557439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -550559.187500 Penalty: 2976.826904
	Iteration 0F: 3 clusters Score -550559.2 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -552788.562500 Penalty: 2976.826904
	Iteration 1F: 3 clusters Score -552788.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -553089.250000 Penalty: 2976.826904
	Iteration 2F: 3 clusters Score -553089.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -553348.687500 Penalty: 2976.826904
	Iteration 3F: 3 clusters Score -553348.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -553570.312500 Penalty: 2976.826904
	Iteration 4Q: 3 clusters Score -553570.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -553775.250000 Penalty: 2976.826904
	Iteration 5Q: 3 clusters Score -553775.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -553936.125000 Penalty: 2976.826904
	Iteration 6Q: 3 clusters Score -553936.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -554078.875000 Penalty: 2976.826904
	Iteration 7Q: 3 clusters Score -554078.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -554225.375000 Penalty: 2976.826904
	Iteration 8Q: 3 clusters Score -554225.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -554382.375000 Penalty: 2976.826904
	Iteration 9Q: 3 clusters Score -554382.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -554530.187500 Penalty: 2976.826904
	Iteration 10Q: 3 clusters Score -554530.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -554664.312500 Penalty: 2976.826904
	Iteration 11Q: 3 clusters Score -554664.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -554798.812500 Penalty: 2976.826904
	Iteration 12Q: 3 clusters Score -554798.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -554936.312500 Penalty: 2976.826904
	Iteration 13Q: 3 clusters Score -554936.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -555073.312500 Penalty: 2976.826904
	Iteration 14Q: 3 clusters Score -555073.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -555228.625000 Penalty: 2976.826904
	Iteration 15Q: 3 clusters Score -555228.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -555342.625000 Penalty: 2976.826904
	Iteration 16Q: 3 clusters Score -555342.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -555429.437500 Penalty: 2976.826904
	Iteration 17Q: 3 clusters Score -555429.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -555490.750000 Penalty: 2976.826904
	Iteration 18Q: 3 clusters Score -555490.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -555544.437500 Penalty: 2976.826904
	Iteration 19Q: 3 clusters Score -555544.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -555587.500000 Penalty: 2976.826904
	Iteration 20F: 3 clusters Score -555587.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -555626.625000 Penalty: 2976.826904
	Iteration 21Q: 3 clusters Score -555626.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -555678.875000 Penalty: 2976.826904
	Iteration 22Q: 3 clusters Score -555678.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -555730.312500 Penalty: 2976.826904
	Iteration 23Q: 3 clusters Score -555730.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -555779.000000 Penalty: 2976.826904
	Iteration 24Q: 3 clusters Score -555779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -555842.625000 Penalty: 2976.826904
	Iteration 25Q: 3 clusters Score -555842.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -555938.875000 Penalty: 2976.826904
	Iteration 26Q: 3 clusters Score -555938.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -556138.500000 Penalty: 2976.826904
	Iteration 27Q: 3 clusters Score -556138.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -556320.000000 Penalty: 2976.826904
	Iteration 28Q: 3 clusters Score -556320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -556419.000000 Penalty: 2976.826904
	Iteration 29Q: 3 clusters Score -556419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -556470.250000 Penalty: 2976.826904
	Iteration 30Q: 3 clusters Score -556470.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -556491.875000 Penalty: 2976.826904
	Iteration 31Q: 3 clusters Score -556491.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -556505.687500 Penalty: 2976.826904
	Iteration 32Q: 3 clusters Score -556505.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -556517.375000 Penalty: 2976.826904
	Iteration 33Q: 3 clusters Score -556517.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -556527.625000 Penalty: 2976.826904
	Iteration 34Q: 3 clusters Score -556527.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -556534.625000 Penalty: 2976.826904
	Iteration 35Q: 3 clusters Score -556534.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -556542.500000 Penalty: 2976.826904
	Iteration 36Q: 3 clusters Score -556542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -556544.125000 Penalty: 2976.826904
	Iteration 37Q: 3 clusters Score -556544.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -556545.437500 Penalty: 2976.826904
	Iteration 38Q: 3 clusters Score -556545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -556548.937500 Penalty: 2976.826904
	Iteration 39Q: 3 clusters Score -556548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -556550.375000 Penalty: 2976.826904
	Iteration 40F: 3 clusters Score -556550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -556551.125000 Penalty: 2976.826904
	Iteration 41Q: 3 clusters Score -556551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -556552.250000 Penalty: 2976.826904
	Iteration 42Q: 3 clusters Score -556552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -556552.250000 Penalty: 2976.826904
	Iteration 43Q: 3 clusters Score -556552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -556552.625000 Penalty: 2976.826904
	Iteration 44Q: 3 clusters Score -556552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -556553.000000 Penalty: 2976.826904
	Iteration 45Q: 3 clusters Score -556553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -556553.875000 Penalty: 2976.826904
	Iteration 46Q: 3 clusters Score -556553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -556554.625000 Penalty: 2976.826904
	Iteration 47Q: 3 clusters Score -556554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -556553.500000 Penalty: 2976.826904
	Iteration 48Q: 3 clusters Score -556553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -556555.062500 Penalty: 2976.826904
	Iteration 49Q: 3 clusters Score -556555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -556556.625000 Penalty: 2976.826904
	Iteration 50Q: 3 clusters Score -556556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -556557.562500 Penalty: 2976.826904
	Iteration 51Q: 3 clusters Score -556557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -556557.000000 Penalty: 2976.826904
	Iteration 52Q: 3 clusters Score -556557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -556557.000000 Penalty: 2976.826904
	Iteration 53Q: 3 clusters Score -556557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -556557.250000 Penalty: 2976.826904
	Iteration 54Q: 3 clusters Score -556557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -556556.812500 Penalty: 2976.826904
	Iteration 55Q: 3 clusters Score -556556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -556556.812500 Penalty: 2976.826904
	Iteration 56F: 3 clusters Score -556556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Entering Unmasked Estep 
Score: -448984.718750 Penalty: 1470.729126
	Iteration 0F: 2 clusters Score -448984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -442811.093750 Penalty: 2941.458252
	Iteration 0F: 3 clusters Score -442811.1 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -444864.218750 Penalty: 2941.458252
	Iteration 1F: 3 clusters Score -444864.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -445164.718750 Penalty: 2941.458252
	Iteration 2F: 3 clusters Score -445164.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -445411.000000 Penalty: 2941.458252
	Iteration 3F: 3 clusters Score -445411 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -445685.156250 Penalty: 2941.458252
	Iteration 4Q: 3 clusters Score -445685.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -446033.500000 Penalty: 2941.458252
	Iteration 5F: 3 clusters Score -446033.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -446401.312500 Penalty: 2941.458252
	Iteration 6F: 3 clusters Score -446401.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -446784.593750 Penalty: 2941.458252
	Iteration 7F: 3 clusters Score -446784.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -447111.500000 Penalty: 2941.458252
	Iteration 8F: 3 clusters Score -447111.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -447336.937500 Penalty: 2941.458252
	Iteration 9Q: 3 clusters Score -447336.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -447472.500000 Penalty: 2941.458252
	Iteration 10Q: 3 clusters Score -447472.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -447552.968750 Penalty: 2941.458252
	Iteration 11Q: 3 clusters Score -447553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -447603.625000 Penalty: 2941.458252
	Iteration 12Q: 3 clusters Score -447603.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -447637.781250 Penalty: 2941.458252
	Iteration 13Q: 3 clusters Score -447637.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -447663.812500 Penalty: 2941.458252
	Iteration 14Q: 3 clusters Score -447663.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -447688.375000 Penalty: 2941.458252
	Iteration 15Q: 3 clusters Score -447688.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -447708.625000 Penalty: 2941.458252
	Iteration 16Q: 3 clusters Score -447708.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -447729.718750 Penalty: 2941.458252
	Iteration 17Q: 3 clusters Score -447729.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -447750.562500 Penalty: 2941.458252
	Iteration 18Q: 3 clusters Score -447750.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -447768.343750 Penalty: 2941.458252
	Iteration 19Q: 3 clusters Score -447768.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -447777.968750 Penalty: 2941.458252
	Iteration 20F: 3 clusters Score -447778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -447785.750000 Penalty: 2941.458252
	Iteration 21Q: 3 clusters Score -447785.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -447793.500000 Penalty: 2941.458252
	Iteration 22Q: 3 clusters Score -447793.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -447800.562500 Penalty: 2941.458252
	Iteration 23Q: 3 clusters Score -447800.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -447810.500000 Penalty: 2941.458252
	Iteration 24Q: 3 clusters Score -447810.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -447817.937500 Penalty: 2941.458252
	Iteration 25Q: 3 clusters Score -447817.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -447823.906250 Penalty: 2941.458252
	Iteration 26Q: 3 clusters Score -447823.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -447831.968750 Penalty: 2941.458252
	Iteration 27Q: 3 clusters Score -447832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -447836.562500 Penalty: 2941.458252
	Iteration 28Q: 3 clusters Score -447836.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -447841.000000 Penalty: 2941.458252
	Iteration 29Q: 3 clusters Score -447841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -447843.468750 Penalty: 2941.458252
	Iteration 30Q: 3 clusters Score -447843.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -447845.937500 Penalty: 2941.458252
	Iteration 31Q: 3 clusters Score -447845.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -447852.000000 Penalty: 2941.458252
	Iteration 32Q: 3 clusters Score -447852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -447856.125000 Penalty: 2941.458252
	Iteration 33Q: 3 clusters Score -447856.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -447862.531250 Penalty: 2941.458252
	Iteration 34Q: 3 clusters Score -447862.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -447871.562500 Penalty: 2941.458252
	Iteration 35Q: 3 clusters Score -447871.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -447884.093750 Penalty: 2941.458252
	Iteration 36Q: 3 clusters Score -447884.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -447897.656250 Penalty: 2941.458252
	Iteration 37Q: 3 clusters Score -447897.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -447909.406250 Penalty: 2941.458252
	Iteration 38Q: 3 clusters Score -447909.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -447924.062500 Penalty: 2941.458252
	Iteration 39Q: 3 clusters Score -447924.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -447932.875000 Penalty: 2941.458252
	Iteration 40F: 3 clusters Score -447932.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -447941.906250 Penalty: 2941.458252
	Iteration 41Q: 3 clusters Score -447941.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -447949.468750 Penalty: 2941.458252
	Iteration 42Q: 3 clusters Score -447949.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -447957.875000 Penalty: 2941.458252
	Iteration 43Q: 3 clusters Score -447957.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -447966.468750 Penalty: 2941.458252
	Iteration 44Q: 3 clusters Score -447966.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -447977.562500 Penalty: 2941.458252
	Iteration 45Q: 3 clusters Score -447977.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -447988.812500 Penalty: 2941.458252
	Iteration 46Q: 3 clusters Score -447988.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -447999.750000 Penalty: 2941.458252
	Iteration 47Q: 3 clusters Score -447999.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -448012.343750 Penalty: 2941.458252
	Iteration 48Q: 3 clusters Score -448012.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -448025.875000 Penalty: 2941.458252
	Iteration 49Q: 3 clusters Score -448025.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -448036.968750 Penalty: 2941.458252
	Iteration 50Q: 3 clusters Score -448037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -448045.625000 Penalty: 2941.458252
	Iteration 51Q: 3 clusters Score -448045.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -448053.062500 Penalty: 2941.458252
	Iteration 52Q: 3 clusters Score -448053.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -448062.343750 Penalty: 2941.458252
	Iteration 53Q: 3 clusters Score -448062.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -448068.406250 Penalty: 2941.458252
	Iteration 54Q: 3 clusters Score -448068.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -448074.718750 Penalty: 2941.458252
	Iteration 55Q: 3 clusters Score -448074.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -448080.875000 Penalty: 2941.458252
	Iteration 56Q: 3 clusters Score -448080.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -448086.000000 Penalty: 2941.458252
	Iteration 57Q: 3 clusters Score -448086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -448091.625000 Penalty: 2941.458252
	Iteration 58Q: 3 clusters Score -448091.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -448096.375000 Penalty: 2941.458252
	Iteration 59Q: 3 clusters Score -448096.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -448103.031250 Penalty: 2941.458252
	Iteration 60F: 3 clusters Score -448103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -448109.125000 Penalty: 2941.458252
	Iteration 61Q: 3 clusters Score -448109.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -448118.562500 Penalty: 2941.458252
	Iteration 62Q: 3 clusters Score -448118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -448125.437500 Penalty: 2941.458252
	Iteration 63Q: 3 clusters Score -448125.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -448131.656250 Penalty: 2941.458252
	Iteration 64Q: 3 clusters Score -448131.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -448139.343750 Penalty: 2941.458252
	Iteration 65Q: 3 clusters Score -448139.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -448146.000000 Penalty: 2941.458252
	Iteration 66Q: 3 clusters Score -448146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -448151.156250 Penalty: 2941.458252
	Iteration 67Q: 3 clusters Score -448151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -448153.062500 Penalty: 2941.458252
	Iteration 68Q: 3 clusters Score -448153.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -448155.906250 Penalty: 2941.458252
	Iteration 69Q: 3 clusters Score -448155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -448159.312500 Penalty: 2941.458252
	Iteration 70Q: 3 clusters Score -448159.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -448162.406250 Penalty: 2941.458252
	Iteration 71Q: 3 clusters Score -448162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -448164.968750 Penalty: 2941.458252
	Iteration 72Q: 3 clusters Score -448165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -448166.968750 Penalty: 2941.458252
	Iteration 73Q: 3 clusters Score -448167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -448170.093750 Penalty: 2941.458252
	Iteration 74Q: 3 clusters Score -448170.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -448172.250000 Penalty: 2941.458252
	Iteration 75Q: 3 clusters Score -448172.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -448175.125000 Penalty: 2941.458252
	Iteration 76Q: 3 clusters Score -448175.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -448176.875000 Penalty: 2941.458252
	Iteration 77Q: 3 clusters Score -448176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -448178.531250 Penalty: 2941.458252
	Iteration 78Q: 3 clusters Score -448178.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -448182.125000 Penalty: 2941.458252
	Iteration 79Q: 3 clusters Score -448182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -448184.156250 Penalty: 2941.458252
	Iteration 80F: 3 clusters Score -448184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -448185.281250 Penalty: 2941.458252
	Iteration 81Q: 3 clusters Score -448185.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -448187.343750 Penalty: 2941.458252
	Iteration 82Q: 3 clusters Score -448187.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -448189.468750 Penalty: 2941.458252
	Iteration 83Q: 3 clusters Score -448189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -448191.000000 Penalty: 2941.458252
	Iteration 84Q: 3 clusters Score -448191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -448192.406250 Penalty: 2941.458252
	Iteration 85Q: 3 clusters Score -448192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -448193.750000 Penalty: 2941.458252
	Iteration 86Q: 3 clusters Score -448193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -448195.000000 Penalty: 2941.458252
	Iteration 87Q: 3 clusters Score -448195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -448196.031250 Penalty: 2941.458252
	Iteration 88Q: 3 clusters Score -448196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -448199.593750 Penalty: 2941.458252
	Iteration 89Q: 3 clusters Score -448199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -448206.125000 Penalty: 2941.458252
	Iteration 90Q: 3 clusters Score -448206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -448208.406250 Penalty: 2941.458252
	Iteration 91Q: 3 clusters Score -448208.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -448213.843750 Penalty: 2941.458252
	Iteration 92Q: 3 clusters Score -448213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -448217.375000 Penalty: 2941.458252
	Iteration 93Q: 3 clusters Score -448217.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -448221.281250 Penalty: 2941.458252
	Iteration 94Q: 3 clusters Score -448221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -448224.875000 Penalty: 2941.458252
	Iteration 95Q: 3 clusters Score -448224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -448228.000000 Penalty: 2941.458252
	Iteration 96Q: 3 clusters Score -448228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -448228.406250 Penalty: 2941.458252
	Iteration 97Q: 3 clusters Score -448228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -448229.843750 Penalty: 2941.458252
	Iteration 98Q: 3 clusters Score -448229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -448231.156250 Penalty: 2941.458252
	Iteration 99Q: 3 clusters Score -448231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -448232.218750 Penalty: 2941.458252
	Iteration 100F: 3 clusters Score -448232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -448234.625000 Penalty: 2941.458252
	Iteration 101Q: 3 clusters Score -448234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -448234.562500 Penalty: 2941.458252
	Iteration 102Q: 3 clusters Score -448234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -448236.781250 Penalty: 2941.458252
	Iteration 103Q: 3 clusters Score -448236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -448238.500000 Penalty: 2941.458252
	Iteration 104Q: 3 clusters Score -448238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -448240.812500 Penalty: 2941.458252
	Iteration 105Q: 3 clusters Score -448240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -448242.437500 Penalty: 2941.458252
	Iteration 106Q: 3 clusters Score -448242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -448242.406250 Penalty: 2941.458252
	Iteration 107Q: 3 clusters Score -448242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -448242.937500 Penalty: 2941.458252
	Iteration 108Q: 3 clusters Score -448242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -448245.187500 Penalty: 2941.458252
	Iteration 109Q: 3 clusters Score -448245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -448247.687500 Penalty: 2941.458252
	Iteration 110Q: 3 clusters Score -448247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -448248.156250 Penalty: 2941.458252
	Iteration 111Q: 3 clusters Score -448248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -448249.406250 Penalty: 2941.458252
	Iteration 112Q: 3 clusters Score -448249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -448250.562500 Penalty: 2941.458252
	Iteration 113Q: 3 clusters Score -448250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -448251.125000 Penalty: 2941.458252
	Iteration 114Q: 3 clusters Score -448251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -448251.375000 Penalty: 2941.458252
	Iteration 115Q: 3 clusters Score -448251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -448252.031250 Penalty: 2941.458252
	Iteration 116Q: 3 clusters Score -448252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -448252.093750 Penalty: 2941.458252
	Iteration 117Q: 3 clusters Score -448252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -448252.093750 Penalty: 2941.458252
	Iteration 118F: 3 clusters Score -448252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -130922.171875 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -130922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128457.234375 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -128457.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -129062.765625 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -129062.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -129204.507812 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -129204.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -129311.578125 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -129311.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -129412.203125 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -129412.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -129480.343750 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -129480.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129522.101562 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -129522.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -129565.945312 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -129565.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129607.562500 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -129607.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -129638.453125 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -129638.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -129661.320312 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -129661.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -129678.382812 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -129678.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -129692.335938 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -129692.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -129703.773438 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -129703.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -129710.203125 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -129710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129716.617188 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -129716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -129722.781250 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -129722.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -129727.507812 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -129727.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -129733.257812 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -129733.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -129738.718750 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -129738.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -129742.960938 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -129743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -129745.406250 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -129745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -129746.289062 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -129746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -129747.015625 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -129747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -129748.265625 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -129748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -129749.484375 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -129749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -129750.507812 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -129750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129751.296875 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -129751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129752.609375 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -129752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -129753.593750 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -129753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -129754.492188 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -129754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -129755.328125 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -129755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -129755.765625 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -129755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -129757.937500 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -129757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -129762.250000 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -129762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -129764.101562 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -129764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129765.421875 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -129765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129766.328125 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -129766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -129766.875000 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -129766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -129767.117188 Penalty: 2556.310791
	Iteration 39Q: 3 clusters Score -129767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129767.382812 Penalty: 2556.310791
	Iteration 40F: 3 clusters Score -129767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -129767.296875 Penalty: 2556.310791
	Iteration 41Q: 3 clusters Score -129767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -129767.843750 Penalty: 2556.310791
	Iteration 42Q: 3 clusters Score -129767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -129768.125000 Penalty: 2556.310791
	Iteration 43Q: 3 clusters Score -129768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -129768.585938 Penalty: 2556.310791
	Iteration 44Q: 3 clusters Score -129768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -129768.585938 Penalty: 2556.310791
	Iteration 45F: 3 clusters Score -129768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Entering Unmasked Estep 
Score: -579216.562500 Penalty: 1488.174072
	Iteration 0F: 2 clusters Score -579216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -572324.875000 Penalty: 2976.348145
	Iteration 0F: 3 clusters Score -572324.9 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -574582.562500 Penalty: 2976.348145
	Iteration 1F: 3 clusters Score -574582.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -574829.250000 Penalty: 2976.348145
	Iteration 2F: 3 clusters Score -574829.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -575011.250000 Penalty: 2976.348145
	Iteration 3Q: 3 clusters Score -575011.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -575152.312500 Penalty: 2976.348145
	Iteration 4Q: 3 clusters Score -575152.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -575268.500000 Penalty: 2976.348145
	Iteration 5Q: 3 clusters Score -575268.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -575389.250000 Penalty: 2976.348145
	Iteration 6Q: 3 clusters Score -575389.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -575532.625000 Penalty: 2976.348145
	Iteration 7Q: 3 clusters Score -575532.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -575718.062500 Penalty: 2976.348145
	Iteration 8Q: 3 clusters Score -575718.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -575953.000000 Penalty: 2976.348145
	Iteration 9Q: 3 clusters Score -575953 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -576227.000000 Penalty: 2976.348145
	Iteration 10Q: 3 clusters Score -576227 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -576513.437500 Penalty: 2976.348145
	Iteration 11Q: 3 clusters Score -576513.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -576729.625000 Penalty: 2976.348145
	Iteration 12Q: 3 clusters Score -576729.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -576961.937500 Penalty: 2976.348145
	Iteration 13Q: 3 clusters Score -576961.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -577178.562500 Penalty: 2976.348145
	Iteration 14Q: 3 clusters Score -577178.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -577358.312500 Penalty: 2976.348145
	Iteration 15Q: 3 clusters Score -577358.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -577517.250000 Penalty: 2976.348145
	Iteration 16Q: 3 clusters Score -577517.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -577647.437500 Penalty: 2976.348145
	Iteration 17Q: 3 clusters Score -577647.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -577734.687500 Penalty: 2976.348145
	Iteration 18Q: 3 clusters Score -577734.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -577790.250000 Penalty: 2976.348145
	Iteration 19Q: 3 clusters Score -577790.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -577829.000000 Penalty: 2976.348145
	Iteration 20F: 3 clusters Score -577829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -577862.062500 Penalty: 2976.348145
	Iteration 21Q: 3 clusters Score -577862.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -577900.625000 Penalty: 2976.348145
	Iteration 22Q: 3 clusters Score -577900.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -577943.250000 Penalty: 2976.348145
	Iteration 23Q: 3 clusters Score -577943.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -577975.375000 Penalty: 2976.348145
	Iteration 24Q: 3 clusters Score -577975.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -578001.062500 Penalty: 2976.348145
	Iteration 25Q: 3 clusters Score -578001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -578022.437500 Penalty: 2976.348145
	Iteration 26Q: 3 clusters Score -578022.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -578047.375000 Penalty: 2976.348145
	Iteration 27Q: 3 clusters Score -578047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -578063.750000 Penalty: 2976.348145
	Iteration 28Q: 3 clusters Score -578063.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -578075.875000 Penalty: 2976.348145
	Iteration 29Q: 3 clusters Score -578075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -578084.625000 Penalty: 2976.348145
	Iteration 30Q: 3 clusters Score -578084.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -578092.937500 Penalty: 2976.348145
	Iteration 31Q: 3 clusters Score -578092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -578101.812500 Penalty: 2976.348145
	Iteration 32Q: 3 clusters Score -578101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -578112.125000 Penalty: 2976.348145
	Iteration 33Q: 3 clusters Score -578112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -578117.937500 Penalty: 2976.348145
	Iteration 34Q: 3 clusters Score -578117.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -578126.562500 Penalty: 2976.348145
	Iteration 35Q: 3 clusters Score -578126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -578133.125000 Penalty: 2976.348145
	Iteration 36Q: 3 clusters Score -578133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -578134.562500 Penalty: 2976.348145
	Iteration 37Q: 3 clusters Score -578134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -578135.937500 Penalty: 2976.348145
	Iteration 38Q: 3 clusters Score -578135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -578139.875000 Penalty: 2976.348145
	Iteration 39Q: 3 clusters Score -578139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -578141.562500 Penalty: 2976.348145
	Iteration 40F: 3 clusters Score -578141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -578141.812500 Penalty: 2976.348145
	Iteration 41Q: 3 clusters Score -578141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -578142.187500 Penalty: 2976.348145
	Iteration 42Q: 3 clusters Score -578142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -578142.187500 Penalty: 2976.348145
	Iteration 43F: 3 clusters Score -578142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -726753.000000 Penalty: 1529.472412
	Iteration 0F: 2 clusters Score -726753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -718201.375000 Penalty: 3058.944824
	Iteration 0F: 3 clusters Score -718201.4 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -721318.312500 Penalty: 3058.944824
	Iteration 1F: 3 clusters Score -721318.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -721867.687500 Penalty: 3058.944824
	Iteration 2F: 3 clusters Score -721867.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -722444.875000 Penalty: 3058.944824
	Iteration 3F: 3 clusters Score -722444.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -722999.812500 Penalty: 3058.944824
	Iteration 4F: 3 clusters Score -722999.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -723496.000000 Penalty: 3058.944824
	Iteration 5F: 3 clusters Score -723496 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -723936.125000 Penalty: 3058.944824
	Iteration 6F: 3 clusters Score -723936.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -724297.625000 Penalty: 3058.944824
	Iteration 7Q: 3 clusters Score -724297.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -724597.875000 Penalty: 3058.944824
	Iteration 8Q: 3 clusters Score -724597.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -724851.562500 Penalty: 3058.944824
	Iteration 9Q: 3 clusters Score -724851.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -725069.562500 Penalty: 3058.944824
	Iteration 10Q: 3 clusters Score -725069.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -725227.687500 Penalty: 3058.944824
	Iteration 11Q: 3 clusters Score -725227.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -725327.437500 Penalty: 3058.944824
	Iteration 12Q: 3 clusters Score -725327.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -725379.562500 Penalty: 3058.944824
	Iteration 13Q: 3 clusters Score -725379.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -725418.375000 Penalty: 3058.944824
	Iteration 14Q: 3 clusters Score -725418.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -725448.625000 Penalty: 3058.944824
	Iteration 15Q: 3 clusters Score -725448.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -725473.187500 Penalty: 3058.944824
	Iteration 16Q: 3 clusters Score -725473.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -725488.750000 Penalty: 3058.944824
	Iteration 17Q: 3 clusters Score -725488.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -725502.437500 Penalty: 3058.944824
	Iteration 18Q: 3 clusters Score -725502.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -725515.625000 Penalty: 3058.944824
	Iteration 19Q: 3 clusters Score -725515.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -725525.875000 Penalty: 3058.944824
	Iteration 20F: 3 clusters Score -725525.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -725536.062500 Penalty: 3058.944824
	Iteration 21Q: 3 clusters Score -725536.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -725542.062500 Penalty: 3058.944824
	Iteration 22Q: 3 clusters Score -725542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -725551.250000 Penalty: 3058.944824
	Iteration 23Q: 3 clusters Score -725551.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -725559.687500 Penalty: 3058.944824
	Iteration 24Q: 3 clusters Score -725559.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -725564.812500 Penalty: 3058.944824
	Iteration 25Q: 3 clusters Score -725564.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -725566.562500 Penalty: 3058.944824
	Iteration 26Q: 3 clusters Score -725566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -725568.062500 Penalty: 3058.944824
	Iteration 27Q: 3 clusters Score -725568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -725572.000000 Penalty: 3058.944824
	Iteration 28Q: 3 clusters Score -725572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -725574.750000 Penalty: 3058.944824
	Iteration 29Q: 3 clusters Score -725574.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -725575.000000 Penalty: 3058.944824
	Iteration 30Q: 3 clusters Score -725575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -725579.062500 Penalty: 3058.944824
	Iteration 31Q: 3 clusters Score -725579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -725585.812500 Penalty: 3058.944824
	Iteration 32Q: 3 clusters Score -725585.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -725590.500000 Penalty: 3058.944824
	Iteration 33Q: 3 clusters Score -725590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -725595.625000 Penalty: 3058.944824
	Iteration 34Q: 3 clusters Score -725595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -725600.187500 Penalty: 3058.944824
	Iteration 35Q: 3 clusters Score -725600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -725604.125000 Penalty: 3058.944824
	Iteration 36Q: 3 clusters Score -725604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -725607.062500 Penalty: 3058.944824
	Iteration 37Q: 3 clusters Score -725607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -725616.437500 Penalty: 3058.944824
	Iteration 38Q: 3 clusters Score -725616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -725624.687500 Penalty: 3058.944824
	Iteration 39Q: 3 clusters Score -725624.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -725629.312500 Penalty: 3058.944824
	Iteration 40F: 3 clusters Score -725629.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -725645.125000 Penalty: 3058.944824
	Iteration 41Q: 3 clusters Score -725645.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -725661.875000 Penalty: 3058.944824
	Iteration 42Q: 3 clusters Score -725661.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -725676.875000 Penalty: 3058.944824
	Iteration 43Q: 3 clusters Score -725676.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -725688.375000 Penalty: 3058.944824
	Iteration 44Q: 3 clusters Score -725688.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -725703.375000 Penalty: 3058.944824
	Iteration 45Q: 3 clusters Score -725703.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -725722.125000 Penalty: 3058.944824
	Iteration 46Q: 3 clusters Score -725722.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -725740.375000 Penalty: 3058.944824
	Iteration 47Q: 3 clusters Score -725740.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -725753.062500 Penalty: 3058.944824
	Iteration 48Q: 3 clusters Score -725753.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -725759.875000 Penalty: 3058.944824
	Iteration 49Q: 3 clusters Score -725759.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -725764.750000 Penalty: 3058.944824
	Iteration 50Q: 3 clusters Score -725764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -725769.000000 Penalty: 3058.944824
	Iteration 51Q: 3 clusters Score -725769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -725772.250000 Penalty: 3058.944824
	Iteration 52Q: 3 clusters Score -725772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -725774.250000 Penalty: 3058.944824
	Iteration 53Q: 3 clusters Score -725774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -725773.687500 Penalty: 3058.944824
	Iteration 54Q: 3 clusters Score -725773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -725775.437500 Penalty: 3058.944824
	Iteration 55Q: 3 clusters Score -725775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -725775.437500 Penalty: 3058.944824
	Iteration 56Q: 3 clusters Score -725775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -725776.437500 Penalty: 3058.944824
	Iteration 57Q: 3 clusters Score -725776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -725777.000000 Penalty: 3058.944824
	Iteration 58Q: 3 clusters Score -725777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -725775.125000 Penalty: 3058.944824
	Iteration 59Q: 3 clusters Score -725775.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -725775.125000 Penalty: 3058.944824
	Iteration 60F: 3 clusters Score -725775.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -430914.000000 Penalty: 1441.345703
	Iteration 0F: 2 clusters Score -430914 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 3616 members 
Entering Unmasked Estep 
Score: -425558.843750 Penalty: 2882.691406
	Iteration 0F: 3 clusters Score -425558.8 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -427114.781250 Penalty: 2882.691406
	Iteration 1F: 3 clusters Score -427114.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -427351.843750 Penalty: 2882.691406
	Iteration 2F: 3 clusters Score -427351.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -427551.687500 Penalty: 2882.691406
	Iteration 3F: 3 clusters Score -427551.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -427745.843750 Penalty: 2882.691406
	Iteration 4F: 3 clusters Score -427745.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -427951.343750 Penalty: 2882.691406
	Iteration 5Q: 3 clusters Score -427951.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -428191.437500 Penalty: 2882.691406
	Iteration 6F: 3 clusters Score -428191.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -428482.500000 Penalty: 2882.691406
	Iteration 7F: 3 clusters Score -428482.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -428812.843750 Penalty: 2882.691406
	Iteration 8F: 3 clusters Score -428812.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -429079.875000 Penalty: 2882.691406
	Iteration 9Q: 3 clusters Score -429079.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -429260.750000 Penalty: 2882.691406
	Iteration 10Q: 3 clusters Score -429260.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -429394.281250 Penalty: 2882.691406
	Iteration 11Q: 3 clusters Score -429394.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -429470.781250 Penalty: 2882.691406
	Iteration 12Q: 3 clusters Score -429470.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -429523.343750 Penalty: 2882.691406
	Iteration 13Q: 3 clusters Score -429523.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -429582.406250 Penalty: 2882.691406
	Iteration 14Q: 3 clusters Score -429582.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -429620.531250 Penalty: 2882.691406
	Iteration 15Q: 3 clusters Score -429620.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -429641.562500 Penalty: 2882.691406
	Iteration 16Q: 3 clusters Score -429641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -429644.625000 Penalty: 2882.691406
	Iteration 17Q: 3 clusters Score -429644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -429647.562500 Penalty: 2882.691406
	Iteration 18Q: 3 clusters Score -429647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -429650.250000 Penalty: 2882.691406
	Iteration 19Q: 3 clusters Score -429650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -429652.000000 Penalty: 2882.691406
	Iteration 20F: 3 clusters Score -429652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -429656.375000 Penalty: 2882.691406
	Iteration 21Q: 3 clusters Score -429656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -429657.812500 Penalty: 2882.691406
	Iteration 22Q: 3 clusters Score -429657.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -429657.812500 Penalty: 2882.691406
	Iteration 23F: 3 clusters Score -429657.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -47934.113281 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -47934.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46523.046875 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -46523.05 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -46800.855469 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -46800.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46909.812500 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -46909.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47003.917969 Penalty: 2234.114502
	Iteration 3F: 3 clusters Score -47003.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47057.917969 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -47057.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47099.484375 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -47099.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -47156.003906 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -47156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47195.367188 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -47195.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -47220.277344 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -47220.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -47237.917969 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -47237.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -47246.777344 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -47246.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47256.121094 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -47256.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -47260.027344 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -47260.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -47261.292969 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -47261.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -47261.710938 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -47261.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -47261.710938 Penalty: 2234.114502
	Iteration 15F: 3 clusters Score -47261.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -377669.125000 Penalty: 1421.651123
	Iteration 0F: 2 clusters Score -377669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -372889.937500 Penalty: 2843.302246
	Iteration 0F: 3 clusters Score -372889.9 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -374369.593750 Penalty: 2843.302246
	Iteration 1F: 3 clusters Score -374369.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -374634.593750 Penalty: 2843.302246
	Iteration 2F: 3 clusters Score -374634.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -374854.156250 Penalty: 2843.302246
	Iteration 3F: 3 clusters Score -374854.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -375033.406250 Penalty: 2843.302246
	Iteration 4Q: 3 clusters Score -375033.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -375246.125000 Penalty: 2843.302246
	Iteration 5Q: 3 clusters Score -375246.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -375523.187500 Penalty: 2843.302246
	Iteration 6F: 3 clusters Score -375523.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -375799.125000 Penalty: 2843.302246
	Iteration 7Q: 3 clusters Score -375799.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -376077.843750 Penalty: 2843.302246
	Iteration 8Q: 3 clusters Score -376077.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -376307.375000 Penalty: 2843.302246
	Iteration 9Q: 3 clusters Score -376307.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -376453.718750 Penalty: 2843.302246
	Iteration 10Q: 3 clusters Score -376453.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -376577.031250 Penalty: 2843.302246
	Iteration 11Q: 3 clusters Score -376577 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -376660.625000 Penalty: 2843.302246
	Iteration 12Q: 3 clusters Score -376660.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -376744.031250 Penalty: 2843.302246
	Iteration 13Q: 3 clusters Score -376744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -376813.968750 Penalty: 2843.302246
	Iteration 14Q: 3 clusters Score -376814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -376848.937500 Penalty: 2843.302246
	Iteration 15Q: 3 clusters Score -376848.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -376865.093750 Penalty: 2843.302246
	Iteration 16Q: 3 clusters Score -376865.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -376876.781250 Penalty: 2843.302246
	Iteration 17Q: 3 clusters Score -376876.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -376888.656250 Penalty: 2843.302246
	Iteration 18Q: 3 clusters Score -376888.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -376895.281250 Penalty: 2843.302246
	Iteration 19Q: 3 clusters Score -376895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -376902.343750 Penalty: 2843.302246
	Iteration 20F: 3 clusters Score -376902.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -376905.937500 Penalty: 2843.302246
	Iteration 21Q: 3 clusters Score -376905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -376909.843750 Penalty: 2843.302246
	Iteration 22Q: 3 clusters Score -376909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -376911.062500 Penalty: 2843.302246
	Iteration 23Q: 3 clusters Score -376911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -376911.843750 Penalty: 2843.302246
	Iteration 24Q: 3 clusters Score -376911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -376913.812500 Penalty: 2843.302246
	Iteration 25Q: 3 clusters Score -376913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -376915.562500 Penalty: 2843.302246
	Iteration 26Q: 3 clusters Score -376915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -376918.125000 Penalty: 2843.302246
	Iteration 27Q: 3 clusters Score -376918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -376920.937500 Penalty: 2843.302246
	Iteration 28Q: 3 clusters Score -376920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -376922.156250 Penalty: 2843.302246
	Iteration 29Q: 3 clusters Score -376922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -376924.343750 Penalty: 2843.302246
	Iteration 30Q: 3 clusters Score -376924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -376928.500000 Penalty: 2843.302246
	Iteration 31Q: 3 clusters Score -376928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -376933.156250 Penalty: 2843.302246
	Iteration 32Q: 3 clusters Score -376933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -376937.406250 Penalty: 2843.302246
	Iteration 33Q: 3 clusters Score -376937.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -376940.062500 Penalty: 2843.302246
	Iteration 34Q: 3 clusters Score -376940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -376941.062500 Penalty: 2843.302246
	Iteration 35Q: 3 clusters Score -376941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -376942.156250 Penalty: 2843.302246
	Iteration 36Q: 3 clusters Score -376942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -376942.875000 Penalty: 2843.302246
	Iteration 37Q: 3 clusters Score -376942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -376944.093750 Penalty: 2843.302246
	Iteration 38Q: 3 clusters Score -376944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -376945.687500 Penalty: 2843.302246
	Iteration 39Q: 3 clusters Score -376945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -376946.968750 Penalty: 2843.302246
	Iteration 40F: 3 clusters Score -376947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -376950.437500 Penalty: 2843.302246
	Iteration 41Q: 3 clusters Score -376950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -376951.812500 Penalty: 2843.302246
	Iteration 42Q: 3 clusters Score -376951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -376952.875000 Penalty: 2843.302246
	Iteration 43Q: 3 clusters Score -376952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -376954.125000 Penalty: 2843.302246
	Iteration 44Q: 3 clusters Score -376954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -376954.625000 Penalty: 2843.302246
	Iteration 45Q: 3 clusters Score -376954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -376954.937500 Penalty: 2843.302246
	Iteration 46Q: 3 clusters Score -376954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -376954.718750 Penalty: 2843.302246
	Iteration 47Q: 3 clusters Score -376954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -376954.718750 Penalty: 2843.302246
	Iteration 48F: 3 clusters Score -376954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 8538 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17670 members 
Mstep: Class 8 contains 13645 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8524 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9490 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559986.000000 Penalty: 33598.609375
Iteration 159Q: 18 clusters Score -1.055999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 17670 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9488 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559988.000000 Penalty: 33598.609375
Iteration 160F: 18 clusters Score -1.055999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559980.000000 Penalty: 33598.609375
Iteration 161Q: 18 clusters Score -1.055998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559975.000000 Penalty: 33598.609375
Iteration 162Q: 18 clusters Score -1.055998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559993.000000 Penalty: 33598.609375
Iteration 163Q: 18 clusters Score -1.055999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17668 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559995.000000 Penalty: 33598.609375
Iteration 164Q: 18 clusters Score -1.056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 3520 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 17668 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 9487 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 20 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559995.000000 Penalty: 33598.609375
Iteration 165F: 18 clusters Score -1.056e+07 nChanged 0
Entering ConstructFrom: 
Score: -10559995.000000 Penalty: 33598.609375
Entering ConstructFrom: 
Trying to split cluster 1 (64318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Entering Unmasked Estep 
Score: -3739150.500000 Penalty: 1799.134277
	Iteration 0F: 2 clusters Score -3739150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3696187.750000 Penalty: 3598.268555
	Iteration 0F: 3 clusters Score -3696188 nChanged 30303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -3713212.750000 Penalty: 3598.268555
	Iteration 1F: 3 clusters Score -3713213 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -3713842.250000 Penalty: 3598.268555
	Iteration 2Q: 3 clusters Score -3713842 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -3714635.250000 Penalty: 3598.268555
	Iteration 3Q: 3 clusters Score -3714635 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -3715674.250000 Penalty: 3598.268555
	Iteration 4Q: 3 clusters Score -3715674 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -3717181.750000 Penalty: 3598.268555
	Iteration 5Q: 3 clusters Score -3717182 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -3719490.500000 Penalty: 3598.268555
	Iteration 6F: 3 clusters Score -3719490 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -3723031.750000 Penalty: 3598.268555
	Iteration 7F: 3 clusters Score -3723032 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -3727546.000000 Penalty: 3598.268555
	Iteration 8F: 3 clusters Score -3727546 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -3731788.000000 Penalty: 3598.268555
	Iteration 9F: 3 clusters Score -3731788 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -3734633.250000 Penalty: 3598.268555
	Iteration 10Q: 3 clusters Score -3734633 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -3736111.000000 Penalty: 3598.268555
	Iteration 11Q: 3 clusters Score -3736111 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -3736833.750000 Penalty: 3598.268555
	Iteration 12Q: 3 clusters Score -3736834 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -3737171.500000 Penalty: 3598.268555
	Iteration 13Q: 3 clusters Score -3737172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -3737338.000000 Penalty: 3598.268555
	Iteration 14Q: 3 clusters Score -3737338 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -3737431.000000 Penalty: 3598.268555
	Iteration 15Q: 3 clusters Score -3737431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -3737517.000000 Penalty: 3598.268555
	Iteration 16Q: 3 clusters Score -3737517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -3737560.250000 Penalty: 3598.268555
	Iteration 17Q: 3 clusters Score -3737560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -3737596.750000 Penalty: 3598.268555
	Iteration 18Q: 3 clusters Score -3737597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -3737625.500000 Penalty: 3598.268555
	Iteration 19Q: 3 clusters Score -3737626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -3737640.750000 Penalty: 3598.268555
	Iteration 20F: 3 clusters Score -3737641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -3737649.750000 Penalty: 3598.268555
	Iteration 21Q: 3 clusters Score -3737650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -3737663.250000 Penalty: 3598.268555
	Iteration 22Q: 3 clusters Score -3737663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -3737666.250000 Penalty: 3598.268555
	Iteration 23Q: 3 clusters Score -3737666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -3737667.000000 Penalty: 3598.268555
	Iteration 24Q: 3 clusters Score -3737667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -3737669.750000 Penalty: 3598.268555
	Iteration 25Q: 3 clusters Score -3737670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -3737666.250000 Penalty: 3598.268555
	Iteration 26Q: 3 clusters Score -3737666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -3737666.250000 Penalty: 3598.268555
	Iteration 27F: 3 clusters Score -3737666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Entering Unmasked Estep 
Score: -509112.906250 Penalty: 1471.014893
	Iteration 0F: 2 clusters Score -509112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -502851.593750 Penalty: 2942.029785
	Iteration 0F: 3 clusters Score -502851.6 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -505065.218750 Penalty: 2942.029785
	Iteration 1F: 3 clusters Score -505065.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -505511.156250 Penalty: 2942.029785
	Iteration 2F: 3 clusters Score -505511.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -505882.437500 Penalty: 2942.029785
	Iteration 3F: 3 clusters Score -505882.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -506269.000000 Penalty: 2942.029785
	Iteration 4F: 3 clusters Score -506269 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -506631.625000 Penalty: 2942.029785
	Iteration 5F: 3 clusters Score -506631.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -506977.218750 Penalty: 2942.029785
	Iteration 6F: 3 clusters Score -506977.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -507262.750000 Penalty: 2942.029785
	Iteration 7Q: 3 clusters Score -507262.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -507492.156250 Penalty: 2942.029785
	Iteration 8Q: 3 clusters Score -507492.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -507668.812500 Penalty: 2942.029785
	Iteration 9Q: 3 clusters Score -507668.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -507795.062500 Penalty: 2942.029785
	Iteration 10Q: 3 clusters Score -507795.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -507884.093750 Penalty: 2942.029785
	Iteration 11Q: 3 clusters Score -507884.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -507925.937500 Penalty: 2942.029785
	Iteration 12Q: 3 clusters Score -507925.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -507950.531250 Penalty: 2942.029785
	Iteration 13Q: 3 clusters Score -507950.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -507961.625000 Penalty: 2942.029785
	Iteration 14Q: 3 clusters Score -507961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -507968.125000 Penalty: 2942.029785
	Iteration 15Q: 3 clusters Score -507968.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -507973.156250 Penalty: 2942.029785
	Iteration 16Q: 3 clusters Score -507973.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -507976.656250 Penalty: 2942.029785
	Iteration 17Q: 3 clusters Score -507976.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -507978.250000 Penalty: 2942.029785
	Iteration 18Q: 3 clusters Score -507978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -507979.625000 Penalty: 2942.029785
	Iteration 19Q: 3 clusters Score -507979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -507982.031250 Penalty: 2942.029785
	Iteration 20F: 3 clusters Score -507982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -507983.593750 Penalty: 2942.029785
	Iteration 21Q: 3 clusters Score -507983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -507984.437500 Penalty: 2942.029785
	Iteration 22Q: 3 clusters Score -507984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -507988.062500 Penalty: 2942.029785
	Iteration 23Q: 3 clusters Score -507988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -507990.437500 Penalty: 2942.029785
	Iteration 24Q: 3 clusters Score -507990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -507991.437500 Penalty: 2942.029785
	Iteration 25Q: 3 clusters Score -507991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -507991.375000 Penalty: 2942.029785
	Iteration 26Q: 3 clusters Score -507991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -507994.250000 Penalty: 2942.029785
	Iteration 27Q: 3 clusters Score -507994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -507995.812500 Penalty: 2942.029785
	Iteration 28Q: 3 clusters Score -507995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -507999.593750 Penalty: 2942.029785
	Iteration 29Q: 3 clusters Score -507999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -508003.875000 Penalty: 2942.029785
	Iteration 30Q: 3 clusters Score -508003.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -508007.125000 Penalty: 2942.029785
	Iteration 31Q: 3 clusters Score -508007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -508009.531250 Penalty: 2942.029785
	Iteration 32Q: 3 clusters Score -508009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -508014.250000 Penalty: 2942.029785
	Iteration 33Q: 3 clusters Score -508014.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -508017.000000 Penalty: 2942.029785
	Iteration 34Q: 3 clusters Score -508017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -508021.187500 Penalty: 2942.029785
	Iteration 35Q: 3 clusters Score -508021.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -508024.656250 Penalty: 2942.029785
	Iteration 36Q: 3 clusters Score -508024.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -508027.625000 Penalty: 2942.029785
	Iteration 37Q: 3 clusters Score -508027.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -508032.093750 Penalty: 2942.029785
	Iteration 38Q: 3 clusters Score -508032.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -508036.468750 Penalty: 2942.029785
	Iteration 39Q: 3 clusters Score -508036.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -508042.000000 Penalty: 2942.029785
	Iteration 40F: 3 clusters Score -508042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -508044.750000 Penalty: 2942.029785
	Iteration 41Q: 3 clusters Score -508044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -508046.156250 Penalty: 2942.029785
	Iteration 42Q: 3 clusters Score -508046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -508048.625000 Penalty: 2942.029785
	Iteration 43Q: 3 clusters Score -508048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -508050.968750 Penalty: 2942.029785
	Iteration 44Q: 3 clusters Score -508051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -508054.593750 Penalty: 2942.029785
	Iteration 45Q: 3 clusters Score -508054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -508057.500000 Penalty: 2942.029785
	Iteration 46Q: 3 clusters Score -508057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -508058.156250 Penalty: 2942.029785
	Iteration 47Q: 3 clusters Score -508058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -508058.406250 Penalty: 2942.029785
	Iteration 48Q: 3 clusters Score -508058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -508060.250000 Penalty: 2942.029785
	Iteration 49Q: 3 clusters Score -508060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -508061.187500 Penalty: 2942.029785
	Iteration 50Q: 3 clusters Score -508061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -508062.062500 Penalty: 2942.029785
	Iteration 51Q: 3 clusters Score -508062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -508061.750000 Penalty: 2942.029785
	Iteration 52Q: 3 clusters Score -508061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -508061.750000 Penalty: 2942.029785
	Iteration 53F: 3 clusters Score -508061.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -438648.250000 Penalty: 1458.375366
	Iteration 0F: 2 clusters Score -438648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -432818.781250 Penalty: 2916.750732
	Iteration 0F: 3 clusters Score -432818.8 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -434566.437500 Penalty: 2916.750732
	Iteration 1F: 3 clusters Score -434566.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -434744.156250 Penalty: 2916.750732
	Iteration 2F: 3 clusters Score -434744.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -434878.000000 Penalty: 2916.750732
	Iteration 3Q: 3 clusters Score -434878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -434977.968750 Penalty: 2916.750732
	Iteration 4Q: 3 clusters Score -434978 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -435064.843750 Penalty: 2916.750732
	Iteration 5Q: 3 clusters Score -435064.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -435156.625000 Penalty: 2916.750732
	Iteration 6Q: 3 clusters Score -435156.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -435276.468750 Penalty: 2916.750732
	Iteration 7Q: 3 clusters Score -435276.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -435397.687500 Penalty: 2916.750732
	Iteration 8Q: 3 clusters Score -435397.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -435534.312500 Penalty: 2916.750732
	Iteration 9Q: 3 clusters Score -435534.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -435696.843750 Penalty: 2916.750732
	Iteration 10Q: 3 clusters Score -435696.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -435876.000000 Penalty: 2916.750732
	Iteration 11Q: 3 clusters Score -435876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -436062.125000 Penalty: 2916.750732
	Iteration 12Q: 3 clusters Score -436062.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -436235.593750 Penalty: 2916.750732
	Iteration 13Q: 3 clusters Score -436235.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -436419.625000 Penalty: 2916.750732
	Iteration 14Q: 3 clusters Score -436419.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -436592.843750 Penalty: 2916.750732
	Iteration 15Q: 3 clusters Score -436592.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -436755.531250 Penalty: 2916.750732
	Iteration 16Q: 3 clusters Score -436755.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -436887.125000 Penalty: 2916.750732
	Iteration 17Q: 3 clusters Score -436887.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -436990.656250 Penalty: 2916.750732
	Iteration 18Q: 3 clusters Score -436990.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -437076.156250 Penalty: 2916.750732
	Iteration 19Q: 3 clusters Score -437076.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -437162.125000 Penalty: 2916.750732
	Iteration 20F: 3 clusters Score -437162.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -437231.843750 Penalty: 2916.750732
	Iteration 21Q: 3 clusters Score -437231.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -437287.218750 Penalty: 2916.750732
	Iteration 22Q: 3 clusters Score -437287.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -437330.968750 Penalty: 2916.750732
	Iteration 23Q: 3 clusters Score -437331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -437353.656250 Penalty: 2916.750732
	Iteration 24Q: 3 clusters Score -437353.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -437370.062500 Penalty: 2916.750732
	Iteration 25Q: 3 clusters Score -437370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -437383.468750 Penalty: 2916.750732
	Iteration 26Q: 3 clusters Score -437383.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -437392.625000 Penalty: 2916.750732
	Iteration 27Q: 3 clusters Score -437392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -437400.750000 Penalty: 2916.750732
	Iteration 28Q: 3 clusters Score -437400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -437404.375000 Penalty: 2916.750732
	Iteration 29Q: 3 clusters Score -437404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -437405.875000 Penalty: 2916.750732
	Iteration 30Q: 3 clusters Score -437405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -437406.937500 Penalty: 2916.750732
	Iteration 31Q: 3 clusters Score -437406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -437406.937500 Penalty: 2916.750732
	Iteration 32F: 3 clusters Score -437406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -435809.781250 Penalty: 1461.532837
	Iteration 0F: 2 clusters Score -435809.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -429925.593750 Penalty: 2923.065674
	Iteration 0F: 3 clusters Score -429925.6 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -431680.093750 Penalty: 2923.065674
	Iteration 1F: 3 clusters Score -431680.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -431925.343750 Penalty: 2923.065674
	Iteration 2F: 3 clusters Score -431925.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -432117.156250 Penalty: 2923.065674
	Iteration 3F: 3 clusters Score -432117.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -432284.593750 Penalty: 2923.065674
	Iteration 4Q: 3 clusters Score -432284.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -432466.281250 Penalty: 2923.065674
	Iteration 5Q: 3 clusters Score -432466.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -432659.937500 Penalty: 2923.065674
	Iteration 6Q: 3 clusters Score -432659.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -432895.875000 Penalty: 2923.065674
	Iteration 7Q: 3 clusters Score -432895.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -433182.000000 Penalty: 2923.065674
	Iteration 8F: 3 clusters Score -433182 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -433479.906250 Penalty: 2923.065674
	Iteration 9Q: 3 clusters Score -433479.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -433765.281250 Penalty: 2923.065674
	Iteration 10Q: 3 clusters Score -433765.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -434027.062500 Penalty: 2923.065674
	Iteration 11Q: 3 clusters Score -434027.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -434211.218750 Penalty: 2923.065674
	Iteration 12Q: 3 clusters Score -434211.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -434325.812500 Penalty: 2923.065674
	Iteration 13Q: 3 clusters Score -434325.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -434399.187500 Penalty: 2923.065674
	Iteration 14Q: 3 clusters Score -434399.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -434454.687500 Penalty: 2923.065674
	Iteration 15Q: 3 clusters Score -434454.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -434493.437500 Penalty: 2923.065674
	Iteration 16Q: 3 clusters Score -434493.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -434524.250000 Penalty: 2923.065674
	Iteration 17Q: 3 clusters Score -434524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -434547.375000 Penalty: 2923.065674
	Iteration 18Q: 3 clusters Score -434547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -434560.656250 Penalty: 2923.065674
	Iteration 19Q: 3 clusters Score -434560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -434567.562500 Penalty: 2923.065674
	Iteration 20F: 3 clusters Score -434567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -434574.031250 Penalty: 2923.065674
	Iteration 21Q: 3 clusters Score -434574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -434578.218750 Penalty: 2923.065674
	Iteration 22Q: 3 clusters Score -434578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -434584.156250 Penalty: 2923.065674
	Iteration 23Q: 3 clusters Score -434584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -434586.156250 Penalty: 2923.065674
	Iteration 24Q: 3 clusters Score -434586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -434586.156250 Penalty: 2923.065674
	Iteration 25F: 3 clusters Score -434586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -177004.718750 Penalty: 1327.010132
	Iteration 0F: 2 clusters Score -177004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -173921.500000 Penalty: 2654.020264
	Iteration 0F: 3 clusters Score -173921.5 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -174740.296875 Penalty: 2654.020264
	Iteration 1F: 3 clusters Score -174740.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -174971.000000 Penalty: 2654.020264
	Iteration 2F: 3 clusters Score -174971 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -175155.859375 Penalty: 2654.020264
	Iteration 3F: 3 clusters Score -175155.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -175319.125000 Penalty: 2654.020264
	Iteration 4F: 3 clusters Score -175319.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -175452.281250 Penalty: 2654.020264
	Iteration 5Q: 3 clusters Score -175452.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -175571.125000 Penalty: 2654.020264
	Iteration 6Q: 3 clusters Score -175571.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -175665.734375 Penalty: 2654.020264
	Iteration 7Q: 3 clusters Score -175665.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -175746.343750 Penalty: 2654.020264
	Iteration 8Q: 3 clusters Score -175746.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -175813.796875 Penalty: 2654.020264
	Iteration 9Q: 3 clusters Score -175813.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175865.406250 Penalty: 2654.020264
	Iteration 10Q: 3 clusters Score -175865.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175908.250000 Penalty: 2654.020264
	Iteration 11Q: 3 clusters Score -175908.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175937.703125 Penalty: 2654.020264
	Iteration 12Q: 3 clusters Score -175937.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175966.937500 Penalty: 2654.020264
	Iteration 13Q: 3 clusters Score -175966.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175995.578125 Penalty: 2654.020264
	Iteration 14Q: 3 clusters Score -175995.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176031.687500 Penalty: 2654.020264
	Iteration 15Q: 3 clusters Score -176031.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176071.671875 Penalty: 2654.020264
	Iteration 16Q: 3 clusters Score -176071.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176104.031250 Penalty: 2654.020264
	Iteration 17Q: 3 clusters Score -176104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176135.156250 Penalty: 2654.020264
	Iteration 18Q: 3 clusters Score -176135.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -176155.640625 Penalty: 2654.020264
	Iteration 19Q: 3 clusters Score -176155.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -176178.359375 Penalty: 2654.020264
	Iteration 20F: 3 clusters Score -176178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -176195.828125 Penalty: 2654.020264
	Iteration 21Q: 3 clusters Score -176195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -176214.843750 Penalty: 2654.020264
	Iteration 22Q: 3 clusters Score -176214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176226.968750 Penalty: 2654.020264
	Iteration 23Q: 3 clusters Score -176227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -176235.671875 Penalty: 2654.020264
	Iteration 24Q: 3 clusters Score -176235.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -176241.578125 Penalty: 2654.020264
	Iteration 25Q: 3 clusters Score -176241.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176246.140625 Penalty: 2654.020264
	Iteration 26Q: 3 clusters Score -176246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -176248.640625 Penalty: 2654.020264
	Iteration 27Q: 3 clusters Score -176248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176250.093750 Penalty: 2654.020264
	Iteration 28Q: 3 clusters Score -176250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -176251.484375 Penalty: 2654.020264
	Iteration 29Q: 3 clusters Score -176251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176251.859375 Penalty: 2654.020264
	Iteration 30Q: 3 clusters Score -176251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -176252.718750 Penalty: 2654.020264
	Iteration 31Q: 3 clusters Score -176252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176253.015625 Penalty: 2654.020264
	Iteration 32Q: 3 clusters Score -176253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176253.015625 Penalty: 2654.020264
	Iteration 33F: 3 clusters Score -176253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -208620.750000 Penalty: 1353.687012
	Iteration 0F: 2 clusters Score -208620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -205291.687500 Penalty: 2707.374023
	Iteration 0F: 3 clusters Score -205291.7 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -206592.875000 Penalty: 2707.374023
	Iteration 1F: 3 clusters Score -206592.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -207211.234375 Penalty: 2707.374023
	Iteration 2F: 3 clusters Score -207211.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -207715.171875 Penalty: 2707.374023
	Iteration 3F: 3 clusters Score -207715.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -208064.156250 Penalty: 2707.374023
	Iteration 4F: 3 clusters Score -208064.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -208253.812500 Penalty: 2707.374023
	Iteration 5F: 3 clusters Score -208253.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -208355.125000 Penalty: 2707.374023
	Iteration 6Q: 3 clusters Score -208355.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208412.687500 Penalty: 2707.374023
	Iteration 7Q: 3 clusters Score -208412.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -208435.234375 Penalty: 2707.374023
	Iteration 8Q: 3 clusters Score -208435.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -208444.453125 Penalty: 2707.374023
	Iteration 9Q: 3 clusters Score -208444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -208451.484375 Penalty: 2707.374023
	Iteration 10Q: 3 clusters Score -208451.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -208459.078125 Penalty: 2707.374023
	Iteration 11Q: 3 clusters Score -208459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -208465.640625 Penalty: 2707.374023
	Iteration 12Q: 3 clusters Score -208465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -208469.109375 Penalty: 2707.374023
	Iteration 13Q: 3 clusters Score -208469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -208469.453125 Penalty: 2707.374023
	Iteration 14Q: 3 clusters Score -208469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -208470.218750 Penalty: 2707.374023
	Iteration 15Q: 3 clusters Score -208470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -208470.937500 Penalty: 2707.374023
	Iteration 16Q: 3 clusters Score -208470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -208471.890625 Penalty: 2707.374023
	Iteration 17Q: 3 clusters Score -208471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -208472.843750 Penalty: 2707.374023
	Iteration 18Q: 3 clusters Score -208472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -208473.734375 Penalty: 2707.374023
	Iteration 19Q: 3 clusters Score -208473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -208475.406250 Penalty: 2707.374023
	Iteration 20F: 3 clusters Score -208475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -208476.531250 Penalty: 2707.374023
	Iteration 21Q: 3 clusters Score -208476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -208476.484375 Penalty: 2707.374023
	Iteration 22Q: 3 clusters Score -208476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -208476.875000 Penalty: 2707.374023
	Iteration 23Q: 3 clusters Score -208476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -208476.875000 Penalty: 2707.374023
	Iteration 24F: 3 clusters Score -208476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Entering Unmasked Estep 
Score: -1046808.312500 Penalty: 1589.170410
	Iteration 0F: 2 clusters Score -1046808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1034717.500000 Penalty: 3178.340820
	Iteration 0F: 3 clusters Score -1034718 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1039131.375000 Penalty: 3178.340820
	Iteration 1F: 3 clusters Score -1039131 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1039494.375000 Penalty: 3178.340820
	Iteration 2F: 3 clusters Score -1039494 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1039795.500000 Penalty: 3178.340820
	Iteration 3Q: 3 clusters Score -1039796 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1040091.750000 Penalty: 3178.340820
	Iteration 4Q: 3 clusters Score -1040092 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1040382.500000 Penalty: 3178.340820
	Iteration 5Q: 3 clusters Score -1040382 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1040673.187500 Penalty: 3178.340820
	Iteration 6Q: 3 clusters Score -1040673 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1040992.312500 Penalty: 3178.340820
	Iteration 7Q: 3 clusters Score -1040992 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1041285.875000 Penalty: 3178.340820
	Iteration 8Q: 3 clusters Score -1041286 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1041548.812500 Penalty: 3178.340820
	Iteration 9Q: 3 clusters Score -1041549 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1041792.187500 Penalty: 3178.340820
	Iteration 10Q: 3 clusters Score -1041792 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1042023.500000 Penalty: 3178.340820
	Iteration 11Q: 3 clusters Score -1042024 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1042215.562500 Penalty: 3178.340820
	Iteration 12Q: 3 clusters Score -1042216 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1042384.000000 Penalty: 3178.340820
	Iteration 13Q: 3 clusters Score -1042384 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1042562.062500 Penalty: 3178.340820
	Iteration 14Q: 3 clusters Score -1042562 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1042739.375000 Penalty: 3178.340820
	Iteration 15Q: 3 clusters Score -1042739 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1042876.562500 Penalty: 3178.340820
	Iteration 16Q: 3 clusters Score -1042877 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1042982.375000 Penalty: 3178.340820
	Iteration 17Q: 3 clusters Score -1042982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1043062.375000 Penalty: 3178.340820
	Iteration 18Q: 3 clusters Score -1043062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1043136.312500 Penalty: 3178.340820
	Iteration 19Q: 3 clusters Score -1043136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1043201.437500 Penalty: 3178.340820
	Iteration 20F: 3 clusters Score -1043201 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1043266.187500 Penalty: 3178.340820
	Iteration 21Q: 3 clusters Score -1043266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1043329.312500 Penalty: 3178.340820
	Iteration 22Q: 3 clusters Score -1043329 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1043392.312500 Penalty: 3178.340820
	Iteration 23Q: 3 clusters Score -1043392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1043455.937500 Penalty: 3178.340820
	Iteration 24Q: 3 clusters Score -1043456 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1043511.562500 Penalty: 3178.340820
	Iteration 25Q: 3 clusters Score -1043512 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1043570.687500 Penalty: 3178.340820
	Iteration 26Q: 3 clusters Score -1043571 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1043614.687500 Penalty: 3178.340820
	Iteration 27Q: 3 clusters Score -1043615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1043657.187500 Penalty: 3178.340820
	Iteration 28Q: 3 clusters Score -1043657 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1043703.000000 Penalty: 3178.340820
	Iteration 29Q: 3 clusters Score -1043703 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1043741.250000 Penalty: 3178.340820
	Iteration 30Q: 3 clusters Score -1043741 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1043778.375000 Penalty: 3178.340820
	Iteration 31Q: 3 clusters Score -1043778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1043808.625000 Penalty: 3178.340820
	Iteration 32Q: 3 clusters Score -1043809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1043837.125000 Penalty: 3178.340820
	Iteration 33Q: 3 clusters Score -1043837 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1043865.500000 Penalty: 3178.340820
	Iteration 34Q: 3 clusters Score -1043866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1043884.125000 Penalty: 3178.340820
	Iteration 35Q: 3 clusters Score -1043884 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1043913.250000 Penalty: 3178.340820
	Iteration 36Q: 3 clusters Score -1043913 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1043944.750000 Penalty: 3178.340820
	Iteration 37Q: 3 clusters Score -1043945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1043970.937500 Penalty: 3178.340820
	Iteration 38Q: 3 clusters Score -1043971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1043986.125000 Penalty: 3178.340820
	Iteration 39Q: 3 clusters Score -1043986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1043996.625000 Penalty: 3178.340820
	Iteration 40F: 3 clusters Score -1043997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1044008.687500 Penalty: 3178.340820
	Iteration 41Q: 3 clusters Score -1044009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1044019.375000 Penalty: 3178.340820
	Iteration 42Q: 3 clusters Score -1044019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1044031.437500 Penalty: 3178.340820
	Iteration 43Q: 3 clusters Score -1044031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1044043.125000 Penalty: 3178.340820
	Iteration 44Q: 3 clusters Score -1044043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1044056.000000 Penalty: 3178.340820
	Iteration 45Q: 3 clusters Score -1044056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1044062.125000 Penalty: 3178.340820
	Iteration 46Q: 3 clusters Score -1044062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1044070.062500 Penalty: 3178.340820
	Iteration 47Q: 3 clusters Score -1044070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1044078.750000 Penalty: 3178.340820
	Iteration 48Q: 3 clusters Score -1044079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1044085.312500 Penalty: 3178.340820
	Iteration 49Q: 3 clusters Score -1044085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1044086.000000 Penalty: 3178.340820
	Iteration 50Q: 3 clusters Score -1044086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1044092.750000 Penalty: 3178.340820
	Iteration 51Q: 3 clusters Score -1044093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1044093.250000 Penalty: 3178.340820
	Iteration 52Q: 3 clusters Score -1044093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1044094.312500 Penalty: 3178.340820
	Iteration 53Q: 3 clusters Score -1044094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1044098.312500 Penalty: 3178.340820
	Iteration 54Q: 3 clusters Score -1044098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1044101.750000 Penalty: 3178.340820
	Iteration 55Q: 3 clusters Score -1044102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1044105.000000 Penalty: 3178.340820
	Iteration 56Q: 3 clusters Score -1044105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1044105.875000 Penalty: 3178.340820
	Iteration 57Q: 3 clusters Score -1044106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1044108.750000 Penalty: 3178.340820
	Iteration 58Q: 3 clusters Score -1044109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1044110.937500 Penalty: 3178.340820
	Iteration 59Q: 3 clusters Score -1044111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1044111.500000 Penalty: 3178.340820
	Iteration 60F: 3 clusters Score -1044112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1044112.000000 Penalty: 3178.340820
	Iteration 61Q: 3 clusters Score -1044112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1044113.687500 Penalty: 3178.340820
	Iteration 62Q: 3 clusters Score -1044114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1044118.312500 Penalty: 3178.340820
	Iteration 63Q: 3 clusters Score -1044118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1044120.250000 Penalty: 3178.340820
	Iteration 64Q: 3 clusters Score -1044120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1044123.000000 Penalty: 3178.340820
	Iteration 65Q: 3 clusters Score -1044123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1044125.625000 Penalty: 3178.340820
	Iteration 66Q: 3 clusters Score -1044126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1044123.125000 Penalty: 3178.340820
	Iteration 67Q: 3 clusters Score -1044123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1044124.500000 Penalty: 3178.340820
	Iteration 68Q: 3 clusters Score -1044124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1044122.375000 Penalty: 3178.340820
	Iteration 69Q: 3 clusters Score -1044122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1044124.000000 Penalty: 3178.340820
	Iteration 70Q: 3 clusters Score -1044124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1044126.187500 Penalty: 3178.340820
	Iteration 71Q: 3 clusters Score -1044126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1044130.000000 Penalty: 3178.340820
	Iteration 72Q: 3 clusters Score -1044130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1044130.250000 Penalty: 3178.340820
	Iteration 73Q: 3 clusters Score -1044130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1044129.000000 Penalty: 3178.340820
	Iteration 74Q: 3 clusters Score -1044129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1044130.687500 Penalty: 3178.340820
	Iteration 75Q: 3 clusters Score -1044131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1044130.437500 Penalty: 3178.340820
	Iteration 76Q: 3 clusters Score -1044130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1044134.250000 Penalty: 3178.340820
	Iteration 77Q: 3 clusters Score -1044134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1044133.312500 Penalty: 3178.340820
	Iteration 78Q: 3 clusters Score -1044133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1044133.125000 Penalty: 3178.340820
	Iteration 79Q: 3 clusters Score -1044133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1044132.250000 Penalty: 3178.340820
	Iteration 80F: 3 clusters Score -1044132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1044136.250000 Penalty: 3178.340820
	Iteration 81Q: 3 clusters Score -1044136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1044137.000000 Penalty: 3178.340820
	Iteration 82Q: 3 clusters Score -1044137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1044138.375000 Penalty: 3178.340820
	Iteration 83Q: 3 clusters Score -1044138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1044135.250000 Penalty: 3178.340820
	Iteration 84Q: 3 clusters Score -1044135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1044134.000000 Penalty: 3178.340820
	Iteration 85Q: 3 clusters Score -1044134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1044132.687500 Penalty: 3178.340820
	Iteration 86Q: 3 clusters Score -1044133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1044134.875000 Penalty: 3178.340820
	Iteration 87Q: 3 clusters Score -1044135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1044136.500000 Penalty: 3178.340820
	Iteration 88Q: 3 clusters Score -1044136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1044134.312500 Penalty: 3178.340820
	Iteration 89Q: 3 clusters Score -1044134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1044135.250000 Penalty: 3178.340820
	Iteration 90Q: 3 clusters Score -1044135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1044136.250000 Penalty: 3178.340820
	Iteration 91Q: 3 clusters Score -1044136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1044136.625000 Penalty: 3178.340820
	Iteration 92Q: 3 clusters Score -1044137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1044140.375000 Penalty: 3178.340820
	Iteration 93Q: 3 clusters Score -1044140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1044143.062500 Penalty: 3178.340820
	Iteration 94Q: 3 clusters Score -1044143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1044142.375000 Penalty: 3178.340820
	Iteration 95Q: 3 clusters Score -1044142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1044141.375000 Penalty: 3178.340820
	Iteration 96Q: 3 clusters Score -1044141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1044143.625000 Penalty: 3178.340820
	Iteration 97Q: 3 clusters Score -1044144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1044145.250000 Penalty: 3178.340820
	Iteration 98Q: 3 clusters Score -1044145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1044144.000000 Penalty: 3178.340820
	Iteration 99Q: 3 clusters Score -1044144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1044142.437500 Penalty: 3178.340820
	Iteration 100F: 3 clusters Score -1044142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1044144.937500 Penalty: 3178.340820
	Iteration 101Q: 3 clusters Score -1044145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1044145.250000 Penalty: 3178.340820
	Iteration 102Q: 3 clusters Score -1044145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1044145.187500 Penalty: 3178.340820
	Iteration 103Q: 3 clusters Score -1044145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1044144.375000 Penalty: 3178.340820
	Iteration 104Q: 3 clusters Score -1044144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1044145.312500 Penalty: 3178.340820
	Iteration 105Q: 3 clusters Score -1044145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1044147.437500 Penalty: 3178.340820
	Iteration 106Q: 3 clusters Score -1044147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1044147.812500 Penalty: 3178.340820
	Iteration 107Q: 3 clusters Score -1044148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1044149.750000 Penalty: 3178.340820
	Iteration 108Q: 3 clusters Score -1044150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1044151.437500 Penalty: 3178.340820
	Iteration 109Q: 3 clusters Score -1044151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1044153.437500 Penalty: 3178.340820
	Iteration 110Q: 3 clusters Score -1044153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1044153.250000 Penalty: 3178.340820
	Iteration 111Q: 3 clusters Score -1044153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1044151.062500 Penalty: 3178.340820
	Iteration 112Q: 3 clusters Score -1044151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1044151.812500 Penalty: 3178.340820
	Iteration 113Q: 3 clusters Score -1044152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1044153.312500 Penalty: 3178.340820
	Iteration 114Q: 3 clusters Score -1044153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1044156.687500 Penalty: 3178.340820
	Iteration 115Q: 3 clusters Score -1044157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1044157.187500 Penalty: 3178.340820
	Iteration 116Q: 3 clusters Score -1044157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1044160.500000 Penalty: 3178.340820
	Iteration 117Q: 3 clusters Score -1044160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1044161.312500 Penalty: 3178.340820
	Iteration 118Q: 3 clusters Score -1044161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1044159.875000 Penalty: 3178.340820
	Iteration 119Q: 3 clusters Score -1044160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1044161.687500 Penalty: 3178.340820
	Iteration 120F: 3 clusters Score -1044162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1044163.687500 Penalty: 3178.340820
	Iteration 121Q: 3 clusters Score -1044164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1044165.687500 Penalty: 3178.340820
	Iteration 122Q: 3 clusters Score -1044166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1044169.812500 Penalty: 3178.340820
	Iteration 123Q: 3 clusters Score -1044170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1044174.500000 Penalty: 3178.340820
	Iteration 124Q: 3 clusters Score -1044174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1044174.750000 Penalty: 3178.340820
	Iteration 125Q: 3 clusters Score -1044175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1044179.687500 Penalty: 3178.340820
	Iteration 126Q: 3 clusters Score -1044180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1044179.312500 Penalty: 3178.340820
	Iteration 127Q: 3 clusters Score -1044179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1044182.000000 Penalty: 3178.340820
	Iteration 128Q: 3 clusters Score -1044182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1044181.812500 Penalty: 3178.340820
	Iteration 129Q: 3 clusters Score -1044182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1044180.187500 Penalty: 3178.340820
	Iteration 130Q: 3 clusters Score -1044180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1044182.062500 Penalty: 3178.340820
	Iteration 131Q: 3 clusters Score -1044182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1044182.312500 Penalty: 3178.340820
	Iteration 132Q: 3 clusters Score -1044182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1044183.250000 Penalty: 3178.340820
	Iteration 133Q: 3 clusters Score -1044183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1044182.625000 Penalty: 3178.340820
	Iteration 134Q: 3 clusters Score -1044183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1044182.000000 Penalty: 3178.340820
	Iteration 135Q: 3 clusters Score -1044182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1044184.812500 Penalty: 3178.340820
	Iteration 136Q: 3 clusters Score -1044185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1044184.500000 Penalty: 3178.340820
	Iteration 137Q: 3 clusters Score -1044184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1044188.250000 Penalty: 3178.340820
	Iteration 138Q: 3 clusters Score -1044188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1044189.125000 Penalty: 3178.340820
	Iteration 139Q: 3 clusters Score -1044189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1044192.625000 Penalty: 3178.340820
	Iteration 140F: 3 clusters Score -1044193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1044199.250000 Penalty: 3178.340820
	Iteration 141Q: 3 clusters Score -1044199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1044200.250000 Penalty: 3178.340820
	Iteration 142Q: 3 clusters Score -1044200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1044202.375000 Penalty: 3178.340820
	Iteration 143Q: 3 clusters Score -1044202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1044208.500000 Penalty: 3178.340820
	Iteration 144Q: 3 clusters Score -1044208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1044213.437500 Penalty: 3178.340820
	Iteration 145Q: 3 clusters Score -1044213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1044219.187500 Penalty: 3178.340820
	Iteration 146Q: 3 clusters Score -1044219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1044221.250000 Penalty: 3178.340820
	Iteration 147Q: 3 clusters Score -1044221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1044231.875000 Penalty: 3178.340820
	Iteration 148Q: 3 clusters Score -1044232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1044234.500000 Penalty: 3178.340820
	Iteration 149Q: 3 clusters Score -1044234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1044241.437500 Penalty: 3178.340820
	Iteration 150Q: 3 clusters Score -1044241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1044250.375000 Penalty: 3178.340820
	Iteration 151Q: 3 clusters Score -1044250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1044255.062500 Penalty: 3178.340820
	Iteration 152Q: 3 clusters Score -1044255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1044261.312500 Penalty: 3178.340820
	Iteration 153Q: 3 clusters Score -1044261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1044268.062500 Penalty: 3178.340820
	Iteration 154Q: 3 clusters Score -1044268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1044271.937500 Penalty: 3178.340820
	Iteration 155Q: 3 clusters Score -1044272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1044280.750000 Penalty: 3178.340820
	Iteration 156Q: 3 clusters Score -1044281 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1044286.000000 Penalty: 3178.340820
	Iteration 157Q: 3 clusters Score -1044286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1044294.625000 Penalty: 3178.340820
	Iteration 158Q: 3 clusters Score -1044295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1044306.250000 Penalty: 3178.340820
	Iteration 159Q: 3 clusters Score -1044306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1044312.562500 Penalty: 3178.340820
	Iteration 160F: 3 clusters Score -1044313 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1044329.125000 Penalty: 3178.340820
	Iteration 161Q: 3 clusters Score -1044329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1044342.937500 Penalty: 3178.340820
	Iteration 162Q: 3 clusters Score -1044343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1044354.750000 Penalty: 3178.340820
	Iteration 163Q: 3 clusters Score -1044355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1044371.625000 Penalty: 3178.340820
	Iteration 164Q: 3 clusters Score -1044372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1044386.250000 Penalty: 3178.340820
	Iteration 165Q: 3 clusters Score -1044386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1044404.250000 Penalty: 3178.340820
	Iteration 166Q: 3 clusters Score -1044404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1044425.062500 Penalty: 3178.340820
	Iteration 167Q: 3 clusters Score -1044425 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1044439.812500 Penalty: 3178.340820
	Iteration 168Q: 3 clusters Score -1044440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1044467.812500 Penalty: 3178.340820
	Iteration 169Q: 3 clusters Score -1044468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1044491.500000 Penalty: 3178.340820
	Iteration 170Q: 3 clusters Score -1044492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1044513.000000 Penalty: 3178.340820
	Iteration 171Q: 3 clusters Score -1044513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1044536.687500 Penalty: 3178.340820
	Iteration 172Q: 3 clusters Score -1044537 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1044555.375000 Penalty: 3178.340820
	Iteration 173Q: 3 clusters Score -1044555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1044581.500000 Penalty: 3178.340820
	Iteration 174Q: 3 clusters Score -1044582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1044600.375000 Penalty: 3178.340820
	Iteration 175Q: 3 clusters Score -1044600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1044624.750000 Penalty: 3178.340820
	Iteration 176Q: 3 clusters Score -1044625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1044651.375000 Penalty: 3178.340820
	Iteration 177Q: 3 clusters Score -1044651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1044680.625000 Penalty: 3178.340820
	Iteration 178Q: 3 clusters Score -1044681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1044707.562500 Penalty: 3178.340820
	Iteration 179Q: 3 clusters Score -1044708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1044742.062500 Penalty: 3178.340820
	Iteration 180F: 3 clusters Score -1044742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1044770.375000 Penalty: 3178.340820
	Iteration 181Q: 3 clusters Score -1044770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1044806.687500 Penalty: 3178.340820
	Iteration 182Q: 3 clusters Score -1044807 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1044850.437500 Penalty: 3178.340820
	Iteration 183Q: 3 clusters Score -1044850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1044901.625000 Penalty: 3178.340820
	Iteration 184Q: 3 clusters Score -1044902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1044957.437500 Penalty: 3178.340820
	Iteration 185Q: 3 clusters Score -1044957 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1045002.000000 Penalty: 3178.340820
	Iteration 186Q: 3 clusters Score -1045002 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1045047.187500 Penalty: 3178.340820
	Iteration 187Q: 3 clusters Score -1045047 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1045092.875000 Penalty: 3178.340820
	Iteration 188Q: 3 clusters Score -1045093 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1045128.875000 Penalty: 3178.340820
	Iteration 189Q: 3 clusters Score -1045129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1045163.312500 Penalty: 3178.340820
	Iteration 190Q: 3 clusters Score -1045163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1045198.125000 Penalty: 3178.340820
	Iteration 191Q: 3 clusters Score -1045198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1045233.375000 Penalty: 3178.340820
	Iteration 192Q: 3 clusters Score -1045233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1045254.000000 Penalty: 3178.340820
	Iteration 193Q: 3 clusters Score -1045254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1045277.812500 Penalty: 3178.340820
	Iteration 194Q: 3 clusters Score -1045278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1045294.750000 Penalty: 3178.340820
	Iteration 195Q: 3 clusters Score -1045295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1045312.812500 Penalty: 3178.340820
	Iteration 196Q: 3 clusters Score -1045313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1045336.375000 Penalty: 3178.340820
	Iteration 197Q: 3 clusters Score -1045336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1045356.187500 Penalty: 3178.340820
	Iteration 198Q: 3 clusters Score -1045356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1045377.000000 Penalty: 3178.340820
	Iteration 199Q: 3 clusters Score -1045377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1045393.312500 Penalty: 3178.340820
	Iteration 200F: 3 clusters Score -1045393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1045399.875000 Penalty: 3178.340820
	Iteration 201Q: 3 clusters Score -1045400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1045405.562500 Penalty: 3178.340820
	Iteration 202Q: 3 clusters Score -1045406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1045422.437500 Penalty: 3178.340820
	Iteration 203Q: 3 clusters Score -1045422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1045431.312500 Penalty: 3178.340820
	Iteration 204Q: 3 clusters Score -1045431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1045436.375000 Penalty: 3178.340820
	Iteration 205Q: 3 clusters Score -1045436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1045443.875000 Penalty: 3178.340820
	Iteration 206Q: 3 clusters Score -1045444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1045446.000000 Penalty: 3178.340820
	Iteration 207Q: 3 clusters Score -1045446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1045452.875000 Penalty: 3178.340820
	Iteration 208Q: 3 clusters Score -1045453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1045457.437500 Penalty: 3178.340820
	Iteration 209Q: 3 clusters Score -1045457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1045463.062500 Penalty: 3178.340820
	Iteration 210Q: 3 clusters Score -1045463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1045468.187500 Penalty: 3178.340820
	Iteration 211Q: 3 clusters Score -1045468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1045471.312500 Penalty: 3178.340820
	Iteration 212Q: 3 clusters Score -1045471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1045476.187500 Penalty: 3178.340820
	Iteration 213Q: 3 clusters Score -1045476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1045476.687500 Penalty: 3178.340820
	Iteration 214Q: 3 clusters Score -1045477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1045483.500000 Penalty: 3178.340820
	Iteration 215Q: 3 clusters Score -1045484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1045484.812500 Penalty: 3178.340820
	Iteration 216Q: 3 clusters Score -1045485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1045486.125000 Penalty: 3178.340820
	Iteration 217Q: 3 clusters Score -1045486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1045489.000000 Penalty: 3178.340820
	Iteration 218Q: 3 clusters Score -1045489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1045489.375000 Penalty: 3178.340820
	Iteration 219Q: 3 clusters Score -1045489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1045492.375000 Penalty: 3178.340820
	Iteration 220F: 3 clusters Score -1045492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1045490.812500 Penalty: 3178.340820
	Iteration 221Q: 3 clusters Score -1045491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1045495.062500 Penalty: 3178.340820
	Iteration 222Q: 3 clusters Score -1045495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1045495.500000 Penalty: 3178.340820
	Iteration 223Q: 3 clusters Score -1045496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1045496.812500 Penalty: 3178.340820
	Iteration 224Q: 3 clusters Score -1045497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1045498.000000 Penalty: 3178.340820
	Iteration 225Q: 3 clusters Score -1045498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1045498.562500 Penalty: 3178.340820
	Iteration 226Q: 3 clusters Score -1045499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1045498.750000 Penalty: 3178.340820
	Iteration 227Q: 3 clusters Score -1045499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1045498.937500 Penalty: 3178.340820
	Iteration 228Q: 3 clusters Score -1045499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1045498.500000 Penalty: 3178.340820
	Iteration 229Q: 3 clusters Score -1045498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1045501.000000 Penalty: 3178.340820
	Iteration 230Q: 3 clusters Score -1045501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1045501.125000 Penalty: 3178.340820
	Iteration 231Q: 3 clusters Score -1045501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1045501.687500 Penalty: 3178.340820
	Iteration 232Q: 3 clusters Score -1045502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1045500.312500 Penalty: 3178.340820
	Iteration 233Q: 3 clusters Score -1045500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1045500.312500 Penalty: 3178.340820
	Iteration 234F: 3 clusters Score -1045500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -769833.937500 Penalty: 1547.171509
	Iteration 0F: 2 clusters Score -769833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -760328.500000 Penalty: 3094.343018
	Iteration 0F: 3 clusters Score -760328.5 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -763606.000000 Penalty: 3094.343018
	Iteration 1F: 3 clusters Score -763606 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -764018.187500 Penalty: 3094.343018
	Iteration 2F: 3 clusters Score -764018.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -764495.812500 Penalty: 3094.343018
	Iteration 3F: 3 clusters Score -764495.8 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -765002.000000 Penalty: 3094.343018
	Iteration 4F: 3 clusters Score -765002 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -765488.812500 Penalty: 3094.343018
	Iteration 5F: 3 clusters Score -765488.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -765987.875000 Penalty: 3094.343018
	Iteration 6F: 3 clusters Score -765987.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -766426.000000 Penalty: 3094.343018
	Iteration 7Q: 3 clusters Score -766426 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -766817.937500 Penalty: 3094.343018
	Iteration 8Q: 3 clusters Score -766817.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -767178.625000 Penalty: 3094.343018
	Iteration 9Q: 3 clusters Score -767178.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -767482.000000 Penalty: 3094.343018
	Iteration 10Q: 3 clusters Score -767482 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -767718.312500 Penalty: 3094.343018
	Iteration 11Q: 3 clusters Score -767718.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -767907.562500 Penalty: 3094.343018
	Iteration 12Q: 3 clusters Score -767907.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -768058.062500 Penalty: 3094.343018
	Iteration 13Q: 3 clusters Score -768058.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -768167.625000 Penalty: 3094.343018
	Iteration 14Q: 3 clusters Score -768167.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -768243.375000 Penalty: 3094.343018
	Iteration 15Q: 3 clusters Score -768243.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -768301.500000 Penalty: 3094.343018
	Iteration 16Q: 3 clusters Score -768301.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -768354.750000 Penalty: 3094.343018
	Iteration 17Q: 3 clusters Score -768354.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -768389.937500 Penalty: 3094.343018
	Iteration 18Q: 3 clusters Score -768389.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -768418.187500 Penalty: 3094.343018
	Iteration 19Q: 3 clusters Score -768418.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -768449.000000 Penalty: 3094.343018
	Iteration 20F: 3 clusters Score -768449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -768469.125000 Penalty: 3094.343018
	Iteration 21Q: 3 clusters Score -768469.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -768494.437500 Penalty: 3094.343018
	Iteration 22Q: 3 clusters Score -768494.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -768507.750000 Penalty: 3094.343018
	Iteration 23Q: 3 clusters Score -768507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -768516.500000 Penalty: 3094.343018
	Iteration 24Q: 3 clusters Score -768516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -768525.937500 Penalty: 3094.343018
	Iteration 25Q: 3 clusters Score -768525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -768533.562500 Penalty: 3094.343018
	Iteration 26Q: 3 clusters Score -768533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -768541.687500 Penalty: 3094.343018
	Iteration 27Q: 3 clusters Score -768541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -768542.312500 Penalty: 3094.343018
	Iteration 28Q: 3 clusters Score -768542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -768542.812500 Penalty: 3094.343018
	Iteration 29Q: 3 clusters Score -768542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -768544.000000 Penalty: 3094.343018
	Iteration 30Q: 3 clusters Score -768544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -768544.437500 Penalty: 3094.343018
	Iteration 31Q: 3 clusters Score -768544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -768548.375000 Penalty: 3094.343018
	Iteration 32Q: 3 clusters Score -768548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -768551.500000 Penalty: 3094.343018
	Iteration 33Q: 3 clusters Score -768551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -768553.812500 Penalty: 3094.343018
	Iteration 34Q: 3 clusters Score -768553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -768554.250000 Penalty: 3094.343018
	Iteration 35Q: 3 clusters Score -768554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -768554.625000 Penalty: 3094.343018
	Iteration 36Q: 3 clusters Score -768554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -768554.625000 Penalty: 3094.343018
	Iteration 37F: 3 clusters Score -768554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -401310.250000 Penalty: 1436.782349
	Iteration 0F: 2 clusters Score -401310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -396143.812500 Penalty: 2873.564697
	Iteration 0F: 3 clusters Score -396143.8 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -397772.781250 Penalty: 2873.564697
	Iteration 1F: 3 clusters Score -397772.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -398057.406250 Penalty: 2873.564697
	Iteration 2F: 3 clusters Score -398057.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -398290.093750 Penalty: 2873.564697
	Iteration 3F: 3 clusters Score -398290.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -398481.343750 Penalty: 2873.564697
	Iteration 4F: 3 clusters Score -398481.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -398626.437500 Penalty: 2873.564697
	Iteration 5Q: 3 clusters Score -398626.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -398737.625000 Penalty: 2873.564697
	Iteration 6Q: 3 clusters Score -398737.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -398839.500000 Penalty: 2873.564697
	Iteration 7Q: 3 clusters Score -398839.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -398909.281250 Penalty: 2873.564697
	Iteration 8Q: 3 clusters Score -398909.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -398975.531250 Penalty: 2873.564697
	Iteration 9Q: 3 clusters Score -398975.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -399037.500000 Penalty: 2873.564697
	Iteration 10Q: 3 clusters Score -399037.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -399104.312500 Penalty: 2873.564697
	Iteration 11Q: 3 clusters Score -399104.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -399165.218750 Penalty: 2873.564697
	Iteration 12Q: 3 clusters Score -399165.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -399226.625000 Penalty: 2873.564697
	Iteration 13Q: 3 clusters Score -399226.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -399332.968750 Penalty: 2873.564697
	Iteration 14Q: 3 clusters Score -399333 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -399457.968750 Penalty: 2873.564697
	Iteration 15Q: 3 clusters Score -399458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -399602.187500 Penalty: 2873.564697
	Iteration 16Q: 3 clusters Score -399602.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -399737.843750 Penalty: 2873.564697
	Iteration 17Q: 3 clusters Score -399737.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -399865.812500 Penalty: 2873.564697
	Iteration 18Q: 3 clusters Score -399865.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -399979.906250 Penalty: 2873.564697
	Iteration 19Q: 3 clusters Score -399979.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -400081.218750 Penalty: 2873.564697
	Iteration 20F: 3 clusters Score -400081.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -400146.031250 Penalty: 2873.564697
	Iteration 21Q: 3 clusters Score -400146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -400193.843750 Penalty: 2873.564697
	Iteration 22Q: 3 clusters Score -400193.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -400227.843750 Penalty: 2873.564697
	Iteration 23Q: 3 clusters Score -400227.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -400249.375000 Penalty: 2873.564697
	Iteration 24Q: 3 clusters Score -400249.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -400265.187500 Penalty: 2873.564697
	Iteration 25Q: 3 clusters Score -400265.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -400273.656250 Penalty: 2873.564697
	Iteration 26Q: 3 clusters Score -400273.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -400281.062500 Penalty: 2873.564697
	Iteration 27Q: 3 clusters Score -400281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -400287.781250 Penalty: 2873.564697
	Iteration 28Q: 3 clusters Score -400287.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -400293.531250 Penalty: 2873.564697
	Iteration 29Q: 3 clusters Score -400293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -400298.593750 Penalty: 2873.564697
	Iteration 30Q: 3 clusters Score -400298.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -400302.562500 Penalty: 2873.564697
	Iteration 31Q: 3 clusters Score -400302.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -400305.968750 Penalty: 2873.564697
	Iteration 32Q: 3 clusters Score -400306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -400308.656250 Penalty: 2873.564697
	Iteration 33Q: 3 clusters Score -400308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -400310.281250 Penalty: 2873.564697
	Iteration 34Q: 3 clusters Score -400310.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -400311.250000 Penalty: 2873.564697
	Iteration 35Q: 3 clusters Score -400311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -400310.625000 Penalty: 2873.564697
	Iteration 36Q: 3 clusters Score -400310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -400311.281250 Penalty: 2873.564697
	Iteration 37Q: 3 clusters Score -400311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -400311.000000 Penalty: 2873.564697
	Iteration 38Q: 3 clusters Score -400311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400311.343750 Penalty: 2873.564697
	Iteration 39Q: 3 clusters Score -400311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400311.343750 Penalty: 2873.564697
	Iteration 40F: 3 clusters Score -400311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -557439.562500 Penalty: 1488.413452
	Iteration 0F: 2 clusters Score -557439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -550526.875000 Penalty: 2976.826904
	Iteration 0F: 3 clusters Score -550526.9 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -552963.625000 Penalty: 2976.826904
	Iteration 1F: 3 clusters Score -552963.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -553373.875000 Penalty: 2976.826904
	Iteration 2F: 3 clusters Score -553373.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -553721.437500 Penalty: 2976.826904
	Iteration 3F: 3 clusters Score -553721.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -554020.875000 Penalty: 2976.826904
	Iteration 4F: 3 clusters Score -554020.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -554307.062500 Penalty: 2976.826904
	Iteration 5F: 3 clusters Score -554307.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -554596.062500 Penalty: 2976.826904
	Iteration 6Q: 3 clusters Score -554596.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -554863.250000 Penalty: 2976.826904
	Iteration 7Q: 3 clusters Score -554863.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -555088.750000 Penalty: 2976.826904
	Iteration 8Q: 3 clusters Score -555088.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -555284.437500 Penalty: 2976.826904
	Iteration 9Q: 3 clusters Score -555284.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -555430.250000 Penalty: 2976.826904
	Iteration 10Q: 3 clusters Score -555430.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -555547.312500 Penalty: 2976.826904
	Iteration 11Q: 3 clusters Score -555547.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -555651.750000 Penalty: 2976.826904
	Iteration 12Q: 3 clusters Score -555651.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -555739.562500 Penalty: 2976.826904
	Iteration 13Q: 3 clusters Score -555739.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -555804.812500 Penalty: 2976.826904
	Iteration 14Q: 3 clusters Score -555804.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -555856.312500 Penalty: 2976.826904
	Iteration 15Q: 3 clusters Score -555856.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -555899.562500 Penalty: 2976.826904
	Iteration 16Q: 3 clusters Score -555899.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -555945.937500 Penalty: 2976.826904
	Iteration 17Q: 3 clusters Score -555945.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -555979.375000 Penalty: 2976.826904
	Iteration 18Q: 3 clusters Score -555979.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -556000.562500 Penalty: 2976.826904
	Iteration 19Q: 3 clusters Score -556000.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -556015.187500 Penalty: 2976.826904
	Iteration 20F: 3 clusters Score -556015.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -556027.375000 Penalty: 2976.826904
	Iteration 21Q: 3 clusters Score -556027.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -556036.750000 Penalty: 2976.826904
	Iteration 22Q: 3 clusters Score -556036.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -556047.812500 Penalty: 2976.826904
	Iteration 23Q: 3 clusters Score -556047.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -556059.875000 Penalty: 2976.826904
	Iteration 24Q: 3 clusters Score -556059.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -556073.875000 Penalty: 2976.826904
	Iteration 25Q: 3 clusters Score -556073.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -556092.812500 Penalty: 2976.826904
	Iteration 26Q: 3 clusters Score -556092.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -556118.437500 Penalty: 2976.826904
	Iteration 27Q: 3 clusters Score -556118.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -556141.625000 Penalty: 2976.826904
	Iteration 28Q: 3 clusters Score -556141.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -556159.687500 Penalty: 2976.826904
	Iteration 29Q: 3 clusters Score -556159.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -556176.562500 Penalty: 2976.826904
	Iteration 30Q: 3 clusters Score -556176.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -556190.750000 Penalty: 2976.826904
	Iteration 31Q: 3 clusters Score -556190.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -556200.750000 Penalty: 2976.826904
	Iteration 32Q: 3 clusters Score -556200.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -556218.000000 Penalty: 2976.826904
	Iteration 33Q: 3 clusters Score -556218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -556230.500000 Penalty: 2976.826904
	Iteration 34Q: 3 clusters Score -556230.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -556248.062500 Penalty: 2976.826904
	Iteration 35Q: 3 clusters Score -556248.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556261.375000 Penalty: 2976.826904
	Iteration 36Q: 3 clusters Score -556261.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -556275.437500 Penalty: 2976.826904
	Iteration 37Q: 3 clusters Score -556275.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -556285.000000 Penalty: 2976.826904
	Iteration 38Q: 3 clusters Score -556285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -556289.375000 Penalty: 2976.826904
	Iteration 39Q: 3 clusters Score -556289.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -556298.500000 Penalty: 2976.826904
	Iteration 40F: 3 clusters Score -556298.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -556307.062500 Penalty: 2976.826904
	Iteration 41Q: 3 clusters Score -556307.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -556318.125000 Penalty: 2976.826904
	Iteration 42Q: 3 clusters Score -556318.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -556337.437500 Penalty: 2976.826904
	Iteration 43Q: 3 clusters Score -556337.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -556352.187500 Penalty: 2976.826904
	Iteration 44Q: 3 clusters Score -556352.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -556371.250000 Penalty: 2976.826904
	Iteration 45Q: 3 clusters Score -556371.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -556383.250000 Penalty: 2976.826904
	Iteration 46Q: 3 clusters Score -556383.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -556393.000000 Penalty: 2976.826904
	Iteration 47Q: 3 clusters Score -556393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -556399.125000 Penalty: 2976.826904
	Iteration 48Q: 3 clusters Score -556399.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -556407.375000 Penalty: 2976.826904
	Iteration 49Q: 3 clusters Score -556407.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -556414.187500 Penalty: 2976.826904
	Iteration 50Q: 3 clusters Score -556414.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -556421.375000 Penalty: 2976.826904
	Iteration 51Q: 3 clusters Score -556421.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -556430.187500 Penalty: 2976.826904
	Iteration 52Q: 3 clusters Score -556430.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -556439.312500 Penalty: 2976.826904
	Iteration 53Q: 3 clusters Score -556439.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -556442.625000 Penalty: 2976.826904
	Iteration 54Q: 3 clusters Score -556442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -556448.312500 Penalty: 2976.826904
	Iteration 55Q: 3 clusters Score -556448.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -556453.125000 Penalty: 2976.826904
	Iteration 56Q: 3 clusters Score -556453.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -556461.125000 Penalty: 2976.826904
	Iteration 57Q: 3 clusters Score -556461.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -556467.187500 Penalty: 2976.826904
	Iteration 58Q: 3 clusters Score -556467.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -556473.812500 Penalty: 2976.826904
	Iteration 59Q: 3 clusters Score -556473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -556482.375000 Penalty: 2976.826904
	Iteration 60F: 3 clusters Score -556482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -556487.250000 Penalty: 2976.826904
	Iteration 61Q: 3 clusters Score -556487.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -556489.000000 Penalty: 2976.826904
	Iteration 62Q: 3 clusters Score -556489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -556494.750000 Penalty: 2976.826904
	Iteration 63Q: 3 clusters Score -556494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -556500.937500 Penalty: 2976.826904
	Iteration 64Q: 3 clusters Score -556500.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -556509.000000 Penalty: 2976.826904
	Iteration 65Q: 3 clusters Score -556509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -556516.375000 Penalty: 2976.826904
	Iteration 66Q: 3 clusters Score -556516.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -556524.875000 Penalty: 2976.826904
	Iteration 67Q: 3 clusters Score -556524.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -556536.812500 Penalty: 2976.826904
	Iteration 68Q: 3 clusters Score -556536.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -556550.062500 Penalty: 2976.826904
	Iteration 69Q: 3 clusters Score -556550.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -556569.125000 Penalty: 2976.826904
	Iteration 70Q: 3 clusters Score -556569.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -556587.437500 Penalty: 2976.826904
	Iteration 71Q: 3 clusters Score -556587.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -556605.187500 Penalty: 2976.826904
	Iteration 72Q: 3 clusters Score -556605.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -556621.937500 Penalty: 2976.826904
	Iteration 73Q: 3 clusters Score -556621.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -556634.000000 Penalty: 2976.826904
	Iteration 74Q: 3 clusters Score -556634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -556643.375000 Penalty: 2976.826904
	Iteration 75Q: 3 clusters Score -556643.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -556655.125000 Penalty: 2976.826904
	Iteration 76Q: 3 clusters Score -556655.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -556664.875000 Penalty: 2976.826904
	Iteration 77Q: 3 clusters Score -556664.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -556669.312500 Penalty: 2976.826904
	Iteration 78Q: 3 clusters Score -556669.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -556674.250000 Penalty: 2976.826904
	Iteration 79Q: 3 clusters Score -556674.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -556677.937500 Penalty: 2976.826904
	Iteration 80F: 3 clusters Score -556677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -556683.250000 Penalty: 2976.826904
	Iteration 81Q: 3 clusters Score -556683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -556684.125000 Penalty: 2976.826904
	Iteration 82Q: 3 clusters Score -556684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -556687.750000 Penalty: 2976.826904
	Iteration 83Q: 3 clusters Score -556687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -556688.062500 Penalty: 2976.826904
	Iteration 84Q: 3 clusters Score -556688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -556690.562500 Penalty: 2976.826904
	Iteration 85Q: 3 clusters Score -556690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -556692.062500 Penalty: 2976.826904
	Iteration 86Q: 3 clusters Score -556692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -556692.625000 Penalty: 2976.826904
	Iteration 87Q: 3 clusters Score -556692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -556692.812500 Penalty: 2976.826904
	Iteration 88Q: 3 clusters Score -556692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -556693.187500 Penalty: 2976.826904
	Iteration 89Q: 3 clusters Score -556693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -556693.062500 Penalty: 2976.826904
	Iteration 90Q: 3 clusters Score -556693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -556694.625000 Penalty: 2976.826904
	Iteration 91Q: 3 clusters Score -556694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -556694.375000 Penalty: 2976.826904
	Iteration 92Q: 3 clusters Score -556694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -556693.875000 Penalty: 2976.826904
	Iteration 93Q: 3 clusters Score -556693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -556693.500000 Penalty: 2976.826904
	Iteration 94Q: 3 clusters Score -556693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -556693.875000 Penalty: 2976.826904
	Iteration 95Q: 3 clusters Score -556693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -556694.000000 Penalty: 2976.826904
	Iteration 96Q: 3 clusters Score -556694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -556695.062500 Penalty: 2976.826904
	Iteration 97Q: 3 clusters Score -556695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -556695.375000 Penalty: 2976.826904
	Iteration 98Q: 3 clusters Score -556695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -556696.062500 Penalty: 2976.826904
	Iteration 99Q: 3 clusters Score -556696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -556695.875000 Penalty: 2976.826904
	Iteration 100F: 3 clusters Score -556695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -556698.250000 Penalty: 2976.826904
	Iteration 101Q: 3 clusters Score -556698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -556698.437500 Penalty: 2976.826904
	Iteration 102Q: 3 clusters Score -556698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -556698.187500 Penalty: 2976.826904
	Iteration 103Q: 3 clusters Score -556698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -556702.250000 Penalty: 2976.826904
	Iteration 104Q: 3 clusters Score -556702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -556701.250000 Penalty: 2976.826904
	Iteration 105Q: 3 clusters Score -556701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -556702.187500 Penalty: 2976.826904
	Iteration 106Q: 3 clusters Score -556702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -556701.062500 Penalty: 2976.826904
	Iteration 107Q: 3 clusters Score -556701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -556701.375000 Penalty: 2976.826904
	Iteration 108Q: 3 clusters Score -556701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -556701.312500 Penalty: 2976.826904
	Iteration 109Q: 3 clusters Score -556701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -556701.562500 Penalty: 2976.826904
	Iteration 110Q: 3 clusters Score -556701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -556702.375000 Penalty: 2976.826904
	Iteration 111Q: 3 clusters Score -556702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -556703.000000 Penalty: 2976.826904
	Iteration 112Q: 3 clusters Score -556703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -556702.312500 Penalty: 2976.826904
	Iteration 113Q: 3 clusters Score -556702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -556703.437500 Penalty: 2976.826904
	Iteration 114Q: 3 clusters Score -556703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -556703.062500 Penalty: 2976.826904
	Iteration 115Q: 3 clusters Score -556703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -556703.187500 Penalty: 2976.826904
	Iteration 116Q: 3 clusters Score -556703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -556702.062500 Penalty: 2976.826904
	Iteration 117Q: 3 clusters Score -556702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -556702.062500 Penalty: 2976.826904
	Iteration 118Q: 3 clusters Score -556702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -556702.937500 Penalty: 2976.826904
	Iteration 119Q: 3 clusters Score -556702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -556703.250000 Penalty: 2976.826904
	Iteration 120F: 3 clusters Score -556703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -556703.250000 Penalty: 2976.826904
	Iteration 121Q: 3 clusters Score -556703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -556703.750000 Penalty: 2976.826904
	Iteration 122Q: 3 clusters Score -556703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -556704.375000 Penalty: 2976.826904
	Iteration 123Q: 3 clusters Score -556704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -556707.375000 Penalty: 2976.826904
	Iteration 124Q: 3 clusters Score -556707.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -556708.312500 Penalty: 2976.826904
	Iteration 125Q: 3 clusters Score -556708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -556711.125000 Penalty: 2976.826904
	Iteration 126Q: 3 clusters Score -556711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -556709.812500 Penalty: 2976.826904
	Iteration 127Q: 3 clusters Score -556709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -556710.937500 Penalty: 2976.826904
	Iteration 128Q: 3 clusters Score -556710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -556710.875000 Penalty: 2976.826904
	Iteration 129Q: 3 clusters Score -556710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -556711.125000 Penalty: 2976.826904
	Iteration 130Q: 3 clusters Score -556711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -556710.812500 Penalty: 2976.826904
	Iteration 131Q: 3 clusters Score -556710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -556711.812500 Penalty: 2976.826904
	Iteration 132Q: 3 clusters Score -556711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -556712.375000 Penalty: 2976.826904
	Iteration 133Q: 3 clusters Score -556712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -556714.750000 Penalty: 2976.826904
	Iteration 134Q: 3 clusters Score -556714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -556714.437500 Penalty: 2976.826904
	Iteration 135Q: 3 clusters Score -556714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -556714.937500 Penalty: 2976.826904
	Iteration 136Q: 3 clusters Score -556714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -556715.812500 Penalty: 2976.826904
	Iteration 137Q: 3 clusters Score -556715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -556716.125000 Penalty: 2976.826904
	Iteration 138Q: 3 clusters Score -556716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -556715.875000 Penalty: 2976.826904
	Iteration 139Q: 3 clusters Score -556715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -556716.375000 Penalty: 2976.826904
	Iteration 140F: 3 clusters Score -556716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Entering Unmasked Estep 
Score: -449036.000000 Penalty: 1470.748291
	Iteration 0F: 2 clusters Score -449036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -442855.593750 Penalty: 2941.496582
	Iteration 0F: 3 clusters Score -442855.6 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -444829.718750 Penalty: 2941.496582
	Iteration 1F: 3 clusters Score -444829.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -445098.562500 Penalty: 2941.496582
	Iteration 2F: 3 clusters Score -445098.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -445340.000000 Penalty: 2941.496582
	Iteration 3F: 3 clusters Score -445340 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -445630.812500 Penalty: 2941.496582
	Iteration 4F: 3 clusters Score -445630.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -445984.968750 Penalty: 2941.496582
	Iteration 5F: 3 clusters Score -445985 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -446417.062500 Penalty: 2941.496582
	Iteration 6F: 3 clusters Score -446417.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -446890.218750 Penalty: 2941.496582
	Iteration 7F: 3 clusters Score -446890.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -447373.093750 Penalty: 2941.496582
	Iteration 8F: 3 clusters Score -447373.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -447750.937500 Penalty: 2941.496582
	Iteration 9Q: 3 clusters Score -447750.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -447999.656250 Penalty: 2941.496582
	Iteration 10Q: 3 clusters Score -447999.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -448122.562500 Penalty: 2941.496582
	Iteration 11Q: 3 clusters Score -448122.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -448196.468750 Penalty: 2941.496582
	Iteration 12Q: 3 clusters Score -448196.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -448252.750000 Penalty: 2941.496582
	Iteration 13Q: 3 clusters Score -448252.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -448273.343750 Penalty: 2941.496582
	Iteration 14Q: 3 clusters Score -448273.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -448285.968750 Penalty: 2941.496582
	Iteration 15Q: 3 clusters Score -448286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -448299.437500 Penalty: 2941.496582
	Iteration 16Q: 3 clusters Score -448299.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -448313.125000 Penalty: 2941.496582
	Iteration 17Q: 3 clusters Score -448313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -448318.468750 Penalty: 2941.496582
	Iteration 18Q: 3 clusters Score -448318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -448322.031250 Penalty: 2941.496582
	Iteration 19Q: 3 clusters Score -448322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -448324.750000 Penalty: 2941.496582
	Iteration 20F: 3 clusters Score -448324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -448328.093750 Penalty: 2941.496582
	Iteration 21Q: 3 clusters Score -448328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -448328.937500 Penalty: 2941.496582
	Iteration 22Q: 3 clusters Score -448328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -448329.312500 Penalty: 2941.496582
	Iteration 23Q: 3 clusters Score -448329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -448329.312500 Penalty: 2941.496582
	Iteration 24F: 3 clusters Score -448329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -130922.171875 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -130922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -128432.117188 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -128432.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -129044.390625 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -129044.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -129184.851562 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -129184.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -129287.679688 Penalty: 2556.310791
	Iteration 3F: 3 clusters Score -129287.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -129357.781250 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -129357.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -129420.273438 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -129420.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -129483.226562 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -129483.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -129557.828125 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -129557.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -129640.312500 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -129640.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -129700.414062 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -129700.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -129740.882812 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -129740.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -129773.945312 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -129773.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -129809.570312 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -129809.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -129846.617188 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -129846.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -129884.359375 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -129884.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129942.054688 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -129942.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -129995.484375 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -129995.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130033.328125 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -130033.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -130058.945312 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -130058.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130078.890625 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -130078.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -130089.257812 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -130089.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130102.093750 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -130102.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130113.992188 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -130114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130120.289062 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -130120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130123.515625 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -130123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130126.992188 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -130127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -130130.210938 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -130130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130134.445312 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -130134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130140.835938 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -130140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -130149.367188 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -130149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130154.039062 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -130154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130160.351562 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -130160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130163.382812 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -130163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130170.320312 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -130170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130179.703125 Penalty: 2556.310791
	Iteration 34Q: 3 clusters Score -130179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130184.625000 Penalty: 2556.310791
	Iteration 35Q: 3 clusters Score -130184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130189.984375 Penalty: 2556.310791
	Iteration 36Q: 3 clusters Score -130190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130194.828125 Penalty: 2556.310791
	Iteration 37Q: 3 clusters Score -130194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130198.664062 Penalty: 2556.310791
	Iteration 38Q: 3 clusters Score -130198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130202.867188 Penalty: 2556.310791
	Iteration 39Q: 3 clusters Score -130202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -130205.289062 Penalty: 2556.310791
	Iteration 40F: 3 clusters Score -130205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130209.515625 Penalty: 2556.310791
	Iteration 41Q: 3 clusters Score -130209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130212.570312 Penalty: 2556.310791
	Iteration 42Q: 3 clusters Score -130212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130223.945312 Penalty: 2556.310791
	Iteration 43Q: 3 clusters Score -130223.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -130231.101562 Penalty: 2556.310791
	Iteration 44Q: 3 clusters Score -130231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -130235.625000 Penalty: 2556.310791
	Iteration 45Q: 3 clusters Score -130235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130240.625000 Penalty: 2556.310791
	Iteration 46Q: 3 clusters Score -130240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -130245.140625 Penalty: 2556.310791
	Iteration 47Q: 3 clusters Score -130245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130247.632812 Penalty: 2556.310791
	Iteration 48Q: 3 clusters Score -130247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130251.835938 Penalty: 2556.310791
	Iteration 49Q: 3 clusters Score -130251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -130254.515625 Penalty: 2556.310791
	Iteration 50Q: 3 clusters Score -130254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130260.320312 Penalty: 2556.310791
	Iteration 51Q: 3 clusters Score -130260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -130265.625000 Penalty: 2556.310791
	Iteration 52Q: 3 clusters Score -130265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130267.578125 Penalty: 2556.310791
	Iteration 53Q: 3 clusters Score -130267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -130270.351562 Penalty: 2556.310791
	Iteration 54Q: 3 clusters Score -130270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130270.539062 Penalty: 2556.310791
	Iteration 55Q: 3 clusters Score -130270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -130270.539062 Penalty: 2556.310791
	Iteration 56F: 3 clusters Score -130270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Entering Unmasked Estep 
Score: -579030.875000 Penalty: 1488.122559
	Iteration 0F: 2 clusters Score -579030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -572164.437500 Penalty: 2976.245117
	Iteration 0F: 3 clusters Score -572164.4 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -574381.750000 Penalty: 2976.245117
	Iteration 1F: 3 clusters Score -574381.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -574600.375000 Penalty: 2976.245117
	Iteration 2F: 3 clusters Score -574600.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -574763.937500 Penalty: 2976.245117
	Iteration 3Q: 3 clusters Score -574763.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -574905.125000 Penalty: 2976.245117
	Iteration 4Q: 3 clusters Score -574905.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -575040.437500 Penalty: 2976.245117
	Iteration 5Q: 3 clusters Score -575040.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -575185.500000 Penalty: 2976.245117
	Iteration 6Q: 3 clusters Score -575185.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -575330.000000 Penalty: 2976.245117
	Iteration 7Q: 3 clusters Score -575330 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -575492.875000 Penalty: 2976.245117
	Iteration 8Q: 3 clusters Score -575492.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -575681.875000 Penalty: 2976.245117
	Iteration 9Q: 3 clusters Score -575681.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -575906.437500 Penalty: 2976.245117
	Iteration 10Q: 3 clusters Score -575906.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -576205.062500 Penalty: 2976.245117
	Iteration 11Q: 3 clusters Score -576205.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -576535.312500 Penalty: 2976.245117
	Iteration 12Q: 3 clusters Score -576535.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -576834.812500 Penalty: 2976.245117
	Iteration 13Q: 3 clusters Score -576834.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -577095.062500 Penalty: 2976.245117
	Iteration 14Q: 3 clusters Score -577095.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -577318.000000 Penalty: 2976.245117
	Iteration 15Q: 3 clusters Score -577318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -577477.000000 Penalty: 2976.245117
	Iteration 16Q: 3 clusters Score -577477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -577591.187500 Penalty: 2976.245117
	Iteration 17Q: 3 clusters Score -577591.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -577726.062500 Penalty: 2976.245117
	Iteration 18Q: 3 clusters Score -577726.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -577888.187500 Penalty: 2976.245117
	Iteration 19Q: 3 clusters Score -577888.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -577975.937500 Penalty: 2976.245117
	Iteration 20F: 3 clusters Score -577975.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -578018.500000 Penalty: 2976.245117
	Iteration 21Q: 3 clusters Score -578018.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -578037.375000 Penalty: 2976.245117
	Iteration 22Q: 3 clusters Score -578037.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -578058.312500 Penalty: 2976.245117
	Iteration 23Q: 3 clusters Score -578058.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -578074.125000 Penalty: 2976.245117
	Iteration 24Q: 3 clusters Score -578074.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -578086.750000 Penalty: 2976.245117
	Iteration 25Q: 3 clusters Score -578086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -578098.000000 Penalty: 2976.245117
	Iteration 26Q: 3 clusters Score -578098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -578105.812500 Penalty: 2976.245117
	Iteration 27Q: 3 clusters Score -578105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -578115.750000 Penalty: 2976.245117
	Iteration 28Q: 3 clusters Score -578115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -578123.937500 Penalty: 2976.245117
	Iteration 29Q: 3 clusters Score -578123.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -578133.500000 Penalty: 2976.245117
	Iteration 30Q: 3 clusters Score -578133.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -578141.312500 Penalty: 2976.245117
	Iteration 31Q: 3 clusters Score -578141.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -578152.500000 Penalty: 2976.245117
	Iteration 32Q: 3 clusters Score -578152.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -578158.875000 Penalty: 2976.245117
	Iteration 33Q: 3 clusters Score -578158.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -578165.875000 Penalty: 2976.245117
	Iteration 34Q: 3 clusters Score -578165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -578171.375000 Penalty: 2976.245117
	Iteration 35Q: 3 clusters Score -578171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -578172.125000 Penalty: 2976.245117
	Iteration 36Q: 3 clusters Score -578172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -578172.812500 Penalty: 2976.245117
	Iteration 37Q: 3 clusters Score -578172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -578173.062500 Penalty: 2976.245117
	Iteration 38Q: 3 clusters Score -578173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -578174.437500 Penalty: 2976.245117
	Iteration 39Q: 3 clusters Score -578174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -578174.875000 Penalty: 2976.245117
	Iteration 40F: 3 clusters Score -578174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -578177.625000 Penalty: 2976.245117
	Iteration 41Q: 3 clusters Score -578177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -578178.062500 Penalty: 2976.245117
	Iteration 42Q: 3 clusters Score -578178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -578178.500000 Penalty: 2976.245117
	Iteration 43Q: 3 clusters Score -578178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -578179.750000 Penalty: 2976.245117
	Iteration 44Q: 3 clusters Score -578179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -578180.250000 Penalty: 2976.245117
	Iteration 45Q: 3 clusters Score -578180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -578180.500000 Penalty: 2976.245117
	Iteration 46Q: 3 clusters Score -578180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -578180.750000 Penalty: 2976.245117
	Iteration 47Q: 3 clusters Score -578180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -578181.187500 Penalty: 2976.245117
	Iteration 48Q: 3 clusters Score -578181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -578181.187500 Penalty: 2976.245117
	Iteration 49F: 3 clusters Score -578181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -726753.000000 Penalty: 1529.472412
	Iteration 0F: 2 clusters Score -726753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -718205.375000 Penalty: 3058.944824
	Iteration 0F: 3 clusters Score -718205.4 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -721303.500000 Penalty: 3058.944824
	Iteration 1F: 3 clusters Score -721303.5 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -721822.562500 Penalty: 3058.944824
	Iteration 2F: 3 clusters Score -721822.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -722352.812500 Penalty: 3058.944824
	Iteration 3F: 3 clusters Score -722352.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -722850.250000 Penalty: 3058.944824
	Iteration 4F: 3 clusters Score -722850.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -723246.437500 Penalty: 3058.944824
	Iteration 5F: 3 clusters Score -723246.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -723583.187500 Penalty: 3058.944824
	Iteration 6Q: 3 clusters Score -723583.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -723870.625000 Penalty: 3058.944824
	Iteration 7Q: 3 clusters Score -723870.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -724121.250000 Penalty: 3058.944824
	Iteration 8Q: 3 clusters Score -724121.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -724350.437500 Penalty: 3058.944824
	Iteration 9Q: 3 clusters Score -724350.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -724545.875000 Penalty: 3058.944824
	Iteration 10Q: 3 clusters Score -724545.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -724697.375000 Penalty: 3058.944824
	Iteration 11Q: 3 clusters Score -724697.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -724848.437500 Penalty: 3058.944824
	Iteration 12Q: 3 clusters Score -724848.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -724974.937500 Penalty: 3058.944824
	Iteration 13Q: 3 clusters Score -724974.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -725086.312500 Penalty: 3058.944824
	Iteration 14Q: 3 clusters Score -725086.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -725204.000000 Penalty: 3058.944824
	Iteration 15Q: 3 clusters Score -725204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -725310.937500 Penalty: 3058.944824
	Iteration 16Q: 3 clusters Score -725310.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -725403.812500 Penalty: 3058.944824
	Iteration 17Q: 3 clusters Score -725403.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -725485.375000 Penalty: 3058.944824
	Iteration 18Q: 3 clusters Score -725485.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -725554.812500 Penalty: 3058.944824
	Iteration 19Q: 3 clusters Score -725554.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -725603.312500 Penalty: 3058.944824
	Iteration 20F: 3 clusters Score -725603.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -725638.125000 Penalty: 3058.944824
	Iteration 21Q: 3 clusters Score -725638.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -725672.500000 Penalty: 3058.944824
	Iteration 22Q: 3 clusters Score -725672.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -725696.875000 Penalty: 3058.944824
	Iteration 23Q: 3 clusters Score -725696.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -725716.062500 Penalty: 3058.944824
	Iteration 24Q: 3 clusters Score -725716.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -725734.250000 Penalty: 3058.944824
	Iteration 25Q: 3 clusters Score -725734.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -725743.125000 Penalty: 3058.944824
	Iteration 26Q: 3 clusters Score -725743.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -725752.375000 Penalty: 3058.944824
	Iteration 27Q: 3 clusters Score -725752.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -725755.062500 Penalty: 3058.944824
	Iteration 28Q: 3 clusters Score -725755.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -725759.500000 Penalty: 3058.944824
	Iteration 29Q: 3 clusters Score -725759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -725765.250000 Penalty: 3058.944824
	Iteration 30Q: 3 clusters Score -725765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -725768.812500 Penalty: 3058.944824
	Iteration 31Q: 3 clusters Score -725768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -725774.500000 Penalty: 3058.944824
	Iteration 32Q: 3 clusters Score -725774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -725781.250000 Penalty: 3058.944824
	Iteration 33Q: 3 clusters Score -725781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -725786.125000 Penalty: 3058.944824
	Iteration 34Q: 3 clusters Score -725786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -725790.500000 Penalty: 3058.944824
	Iteration 35Q: 3 clusters Score -725790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -725795.750000 Penalty: 3058.944824
	Iteration 36Q: 3 clusters Score -725795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -725797.250000 Penalty: 3058.944824
	Iteration 37Q: 3 clusters Score -725797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -725797.312500 Penalty: 3058.944824
	Iteration 38Q: 3 clusters Score -725797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -725800.250000 Penalty: 3058.944824
	Iteration 39Q: 3 clusters Score -725800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -725802.500000 Penalty: 3058.944824
	Iteration 40F: 3 clusters Score -725802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -725801.875000 Penalty: 3058.944824
	Iteration 41Q: 3 clusters Score -725801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -725804.250000 Penalty: 3058.944824
	Iteration 42Q: 3 clusters Score -725804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -725806.437500 Penalty: 3058.944824
	Iteration 43Q: 3 clusters Score -725806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -725807.812500 Penalty: 3058.944824
	Iteration 44Q: 3 clusters Score -725807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -725807.937500 Penalty: 3058.944824
	Iteration 45Q: 3 clusters Score -725807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -725808.375000 Penalty: 3058.944824
	Iteration 46Q: 3 clusters Score -725808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -725808.750000 Penalty: 3058.944824
	Iteration 47Q: 3 clusters Score -725808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -725809.625000 Penalty: 3058.944824
	Iteration 48Q: 3 clusters Score -725809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -725811.000000 Penalty: 3058.944824
	Iteration 49Q: 3 clusters Score -725811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -725810.437500 Penalty: 3058.944824
	Iteration 50Q: 3 clusters Score -725810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -725811.750000 Penalty: 3058.944824
	Iteration 51Q: 3 clusters Score -725811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -725813.562500 Penalty: 3058.944824
	Iteration 52Q: 3 clusters Score -725813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -725814.000000 Penalty: 3058.944824
	Iteration 53Q: 3 clusters Score -725814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -725815.437500 Penalty: 3058.944824
	Iteration 54Q: 3 clusters Score -725815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -725816.125000 Penalty: 3058.944824
	Iteration 55Q: 3 clusters Score -725816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -725816.125000 Penalty: 3058.944824
	Iteration 56F: 3 clusters Score -725816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -430914.000000 Penalty: 1441.345703
	Iteration 0F: 2 clusters Score -430914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -425571.250000 Penalty: 2882.691406
	Iteration 0F: 3 clusters Score -425571.2 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -427197.843750 Penalty: 2882.691406
	Iteration 1F: 3 clusters Score -427197.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -427382.968750 Penalty: 2882.691406
	Iteration 2F: 3 clusters Score -427383 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -427528.125000 Penalty: 2882.691406
	Iteration 3Q: 3 clusters Score -427528.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -427654.812500 Penalty: 2882.691406
	Iteration 4Q: 3 clusters Score -427654.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -427761.031250 Penalty: 2882.691406
	Iteration 5Q: 3 clusters Score -427761 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -427855.312500 Penalty: 2882.691406
	Iteration 6Q: 3 clusters Score -427855.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -427958.906250 Penalty: 2882.691406
	Iteration 7Q: 3 clusters Score -427958.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -428058.250000 Penalty: 2882.691406
	Iteration 8Q: 3 clusters Score -428058.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -428167.937500 Penalty: 2882.691406
	Iteration 9Q: 3 clusters Score -428167.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -428305.937500 Penalty: 2882.691406
	Iteration 10Q: 3 clusters Score -428305.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -428462.750000 Penalty: 2882.691406
	Iteration 11Q: 3 clusters Score -428462.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -428612.843750 Penalty: 2882.691406
	Iteration 12Q: 3 clusters Score -428612.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -428753.093750 Penalty: 2882.691406
	Iteration 13Q: 3 clusters Score -428753.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -428876.500000 Penalty: 2882.691406
	Iteration 14Q: 3 clusters Score -428876.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -429021.531250 Penalty: 2882.691406
	Iteration 15Q: 3 clusters Score -429021.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -429167.656250 Penalty: 2882.691406
	Iteration 16Q: 3 clusters Score -429167.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -429330.656250 Penalty: 2882.691406
	Iteration 17Q: 3 clusters Score -429330.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -429540.125000 Penalty: 2882.691406
	Iteration 18Q: 3 clusters Score -429540.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -429845.625000 Penalty: 2882.691406
	Iteration 19Q: 3 clusters Score -429845.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -430237.718750 Penalty: 2882.691406
	Iteration 20F: 3 clusters Score -430237.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -430441.718750 Penalty: 2882.691406
	Iteration 21Q: 3 clusters Score -430441.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -430504.281250 Penalty: 2882.691406
	Iteration 22Q: 3 clusters Score -430504.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -430528.093750 Penalty: 2882.691406
	Iteration 23Q: 3 clusters Score -430528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -430536.718750 Penalty: 2882.691406
	Iteration 24Q: 3 clusters Score -430536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -430540.687500 Penalty: 2882.691406
	Iteration 25Q: 3 clusters Score -430540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -430544.218750 Penalty: 2882.691406
	Iteration 26Q: 3 clusters Score -430544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -430546.000000 Penalty: 2882.691406
	Iteration 27Q: 3 clusters Score -430546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -430547.125000 Penalty: 2882.691406
	Iteration 28Q: 3 clusters Score -430547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -430548.406250 Penalty: 2882.691406
	Iteration 29Q: 3 clusters Score -430548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -430548.000000 Penalty: 2882.691406
	Iteration 30Q: 3 clusters Score -430548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -430548.000000 Penalty: 2882.691406
	Iteration 31F: 3 clusters Score -430548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -47934.113281 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -47934.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46509.949219 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -46509.95 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46811.792969 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -46811.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46906.550781 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -46906.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46962.683594 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -46962.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47020.300781 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -47020.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47068.175781 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -47068.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47112.417969 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -47112.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47158.457031 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -47158.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47187.917969 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -47187.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47208.238281 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -47208.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47229.003906 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -47229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47263.304688 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -47263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47297.214844 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -47297.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47310.781250 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -47310.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47319.308594 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -47319.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47324.800781 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -47324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47327.062500 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -47327.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47328.359375 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -47328.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47329.226562 Penalty: 2234.114502
	Iteration 18Q: 3 clusters Score -47329.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47329.226562 Penalty: 2234.114502
	Iteration 19F: 3 clusters Score -47329.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -377669.125000 Penalty: 1421.651123
	Iteration 0F: 2 clusters Score -377669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -372858.312500 Penalty: 2843.302246
	Iteration 0F: 3 clusters Score -372858.3 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -374262.062500 Penalty: 2843.302246
	Iteration 1F: 3 clusters Score -374262.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -374502.218750 Penalty: 2843.302246
	Iteration 2F: 3 clusters Score -374502.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -374736.718750 Penalty: 2843.302246
	Iteration 3F: 3 clusters Score -374736.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -374973.968750 Penalty: 2843.302246
	Iteration 4F: 3 clusters Score -374974 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -375209.218750 Penalty: 2843.302246
	Iteration 5F: 3 clusters Score -375209.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -375437.468750 Penalty: 2843.302246
	Iteration 6Q: 3 clusters Score -375437.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -375683.562500 Penalty: 2843.302246
	Iteration 7Q: 3 clusters Score -375683.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -375956.500000 Penalty: 2843.302246
	Iteration 8Q: 3 clusters Score -375956.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -376178.343750 Penalty: 2843.302246
	Iteration 9Q: 3 clusters Score -376178.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -376341.687500 Penalty: 2843.302246
	Iteration 10Q: 3 clusters Score -376341.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -376441.781250 Penalty: 2843.302246
	Iteration 11Q: 3 clusters Score -376441.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -376504.843750 Penalty: 2843.302246
	Iteration 12Q: 3 clusters Score -376504.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -376557.656250 Penalty: 2843.302246
	Iteration 13Q: 3 clusters Score -376557.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -376601.625000 Penalty: 2843.302246
	Iteration 14Q: 3 clusters Score -376601.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -376634.375000 Penalty: 2843.302246
	Iteration 15Q: 3 clusters Score -376634.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -376660.343750 Penalty: 2843.302246
	Iteration 16Q: 3 clusters Score -376660.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -376681.875000 Penalty: 2843.302246
	Iteration 17Q: 3 clusters Score -376681.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -376713.156250 Penalty: 2843.302246
	Iteration 18Q: 3 clusters Score -376713.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -376747.468750 Penalty: 2843.302246
	Iteration 19Q: 3 clusters Score -376747.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -376798.343750 Penalty: 2843.302246
	Iteration 20F: 3 clusters Score -376798.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -376868.500000 Penalty: 2843.302246
	Iteration 21Q: 3 clusters Score -376868.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -376941.781250 Penalty: 2843.302246
	Iteration 22Q: 3 clusters Score -376941.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -377013.812500 Penalty: 2843.302246
	Iteration 23Q: 3 clusters Score -377013.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -377095.906250 Penalty: 2843.302246
	Iteration 24Q: 3 clusters Score -377095.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -377166.843750 Penalty: 2843.302246
	Iteration 25Q: 3 clusters Score -377166.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -377226.500000 Penalty: 2843.302246
	Iteration 26Q: 3 clusters Score -377226.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -377277.968750 Penalty: 2843.302246
	Iteration 27Q: 3 clusters Score -377278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -377317.156250 Penalty: 2843.302246
	Iteration 28Q: 3 clusters Score -377317.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -377338.093750 Penalty: 2843.302246
	Iteration 29Q: 3 clusters Score -377338.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -377352.343750 Penalty: 2843.302246
	Iteration 30Q: 3 clusters Score -377352.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -377367.156250 Penalty: 2843.302246
	Iteration 31Q: 3 clusters Score -377367.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -377375.375000 Penalty: 2843.302246
	Iteration 32Q: 3 clusters Score -377375.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -377378.625000 Penalty: 2843.302246
	Iteration 33Q: 3 clusters Score -377378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -377379.250000 Penalty: 2843.302246
	Iteration 34Q: 3 clusters Score -377379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -377379.718750 Penalty: 2843.302246
	Iteration 35Q: 3 clusters Score -377379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -377379.593750 Penalty: 2843.302246
	Iteration 36Q: 3 clusters Score -377379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -377379.593750 Penalty: 2843.302246
	Iteration 37F: 3 clusters Score -377379.6 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31719356.000000 Penalty: 36633.531250
21->18 Clusters: Score -31719356.000000, best is -31732936.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 8975 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 9021 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 9158 members 
Mstep: Class 13 contains 9108 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 16 contains 9247 members 
Mstep: Class 17 contains 9028 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 342.220703 but Gain 1976.386719
Score: -9510163.000000 Penalty: 39527.777344
Iteration 0F: 21 clusters Score -9510163 nChanged 179673
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 13475 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 4 contains 6024 members 
Mstep: Class 5 contains 8755 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 8793 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 17694 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 13 contains 13686 members 
Mstep: Class 14 contains 11671 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 6811 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10137179.000000 Penalty: 39527.777344
Iteration 1F: 21 clusters Score -1.013718e+07 nChanged 73015
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 5175 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 13405 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 16751 members 
Mstep: Class 11 contains 3746 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 16919 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10305850.000000 Penalty: 39527.777344
Iteration 2F: 21 clusters Score -1.030585e+07 nChanged 53806
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 18775 members 
Mstep: Class 3 contains 7246 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 5328 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 8 contains 21682 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 3082 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 19360 members 
Mstep: Class 14 contains 10735 members 
Mstep: Class 16 contains 10409 members 
Mstep: Class 17 contains 16200 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10390017.000000 Penalty: 39527.777344
Iteration 3F: 21 clusters Score -1.039002e+07 nChanged 39465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 18244 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 7459 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 30047 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 12581 members 
Mstep: Class 13 contains 21447 members 
Mstep: Class 14 contains 8906 members 
Mstep: Class 16 contains 9367 members 
Mstep: Class 17 contains 17748 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 2056 members 
Mstep: Class 21 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10438496.000000 Penalty: 39527.777344
Iteration 4F: 21 clusters Score -1.04385e+07 nChanged 29734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 16612 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 38142 members 
Mstep: Class 9 contains 6489 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 12489 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 18975 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10469103.000000 Penalty: 39527.777344
Iteration 5F: 21 clusters Score -1.04691e+07 nChanged 22692
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 7047 members 
Mstep: Class 7 contains 4625 members 
Mstep: Class 8 contains 45226 members 
Mstep: Class 9 contains 6718 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 12 contains 12356 members 
Mstep: Class 13 contains 22612 members 
Mstep: Class 14 contains 5448 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 19491 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10489989.000000 Penalty: 39527.777344
Iteration 6F: 21 clusters Score -1.048999e+07 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 4 contains 3753 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 50860 members 
Mstep: Class 9 contains 6953 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 12402 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 19546 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10504642.000000 Penalty: 39527.777344
Iteration 7F: 21 clusters Score -1.050464e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 55087 members 
Mstep: Class 9 contains 7132 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 16 contains 6873 members 
Mstep: Class 17 contains 19289 members 
Mstep: Class 18 contains 6203 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10514876.000000 Penalty: 39527.777344
Iteration 8F: 21 clusters Score -1.051488e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8801 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 58216 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 21048 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 16 contains 6536 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 6479 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10521893.000000 Penalty: 39527.777344
Iteration 9F: 21 clusters Score -1.052189e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 3798 members 
Mstep: Class 16 contains 6268 members 
Mstep: Class 17 contains 18679 members 
Mstep: Class 18 contains 6721 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10527144.000000 Penalty: 39527.777344
Iteration 10Q: 21 clusters Score -1.052714e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 62111 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 19745 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 16 contains 6097 members 
Mstep: Class 17 contains 18376 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10531176.000000 Penalty: 39527.777344
Iteration 11Q: 21 clusters Score -1.053118e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 6802 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 63280 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 4085 members 
Mstep: Class 16 contains 5994 members 
Mstep: Class 17 contains 18102 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10534614.000000 Penalty: 39527.777344
Iteration 12Q: 21 clusters Score -1.053461e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 5660 members 
Mstep: Class 8 contains 64201 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 12402 members 
Mstep: Class 13 contains 18386 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10537867.000000 Penalty: 39527.777344
Iteration 13Q: 21 clusters Score -1.053787e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 5879 members 
Mstep: Class 8 contains 64898 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 2346 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 12227 members 
Mstep: Class 13 contains 17729 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 17607 members 
Mstep: Class 18 contains 7503 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10540695.000000 Penalty: 39527.777344
Iteration 14Q: 21 clusters Score -1.05407e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 65444 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 12029 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 7684 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 21 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10542594.000000 Penalty: 39527.777344
Iteration 15Q: 21 clusters Score -1.054259e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 3387 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 65823 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 17028 members 
Mstep: Class 14 contains 5474 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 17151 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10544270.000000 Penalty: 39527.777344
Iteration 16Q: 21 clusters Score -1.054427e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 66044 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 2288 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 16865 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 16937 members 
Mstep: Class 18 contains 8039 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545491.000000 Penalty: 39527.777344
Iteration 17Q: 21 clusters Score -1.054549e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 66166 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 11335 members 
Mstep: Class 13 contains 16753 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 16740 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 1227 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 3064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10546532.000000 Penalty: 39527.777344
Iteration 18Q: 21 clusters Score -1.054653e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 8166 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 3170 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 8 contains 66234 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 2284 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 11143 members 
Mstep: Class 13 contains 16705 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 8365 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 21 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547405.000000 Penalty: 39527.777344
Iteration 19Q: 21 clusters Score -1.05474e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 7424 members 
Mstep: Class 8 contains 66247 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 4151 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 16368 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 1145 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548464.000000 Penalty: 39527.777344
Iteration 20F: 21 clusters Score -1.054846e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 7677 members 
Mstep: Class 8 contains 66277 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 10720 members 
Mstep: Class 13 contains 16701 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 16181 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549122.000000 Penalty: 39527.777344
Iteration 21Q: 21 clusters Score -1.054912e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 8392 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 7923 members 
Mstep: Class 8 contains 66280 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 13 contains 16712 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 16041 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549665.000000 Penalty: 39527.777344
Iteration 22Q: 21 clusters Score -1.054966e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 66243 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 16718 members 
Mstep: Class 14 contains 6244 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550269.000000 Penalty: 39527.777344
Iteration 23Q: 21 clusters Score -1.055027e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 3195 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 66229 members 
Mstep: Class 9 contains 7163 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 16716 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 16 contains 5699 members 
Mstep: Class 17 contains 15821 members 
Mstep: Class 18 contains 9113 members 
Mstep: Class 19 contains 1140 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550717.000000 Penalty: 39527.777344
Iteration 24Q: 21 clusters Score -1.055072e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 66177 members 
Mstep: Class 9 contains 7119 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 10008 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 6262 members 
Mstep: Class 16 contains 5699 members 
Mstep: Class 17 contains 15698 members 
Mstep: Class 18 contains 9239 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551090.000000 Penalty: 39527.777344
Iteration 25Q: 21 clusters Score -1.055109e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 8577 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 66135 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 16732 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 15564 members 
Mstep: Class 18 contains 9397 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551495.000000 Penalty: 39527.777344
Iteration 26Q: 21 clusters Score -1.05515e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 8612 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 2859 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 8943 members 
Mstep: Class 8 contains 66145 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 16745 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 15454 members 
Mstep: Class 18 contains 9544 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551700.000000 Penalty: 39527.777344
Iteration 27Q: 21 clusters Score -1.05517e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 3201 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 66155 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 16779 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 15362 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551879.000000 Penalty: 39527.777344
Iteration 28Q: 21 clusters Score -1.055188e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 8673 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 9093 members 
Mstep: Class 8 contains 66195 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 4685 members 
Mstep: Class 12 contains 9424 members 
Mstep: Class 13 contains 16795 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 15280 members 
Mstep: Class 18 contains 9790 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552070.000000 Penalty: 39527.777344
Iteration 29Q: 21 clusters Score -1.055207e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 8702 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 66234 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 13 contains 16818 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 15209 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552294.000000 Penalty: 39527.777344
Iteration 30Q: 21 clusters Score -1.055229e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 66276 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 4724 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 16829 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 16 contains 5562 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552506.000000 Penalty: 39527.777344
Iteration 31Q: 21 clusters Score -1.055251e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5291 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 3176 members 
Mstep: Class 5 contains 2755 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 9198 members 
Mstep: Class 8 contains 66343 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 4744 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 13 contains 16840 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 15064 members 
Mstep: Class 18 contains 10133 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552577.000000 Penalty: 39527.777344
Iteration 32Q: 21 clusters Score -1.055258e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 66405 members 
Mstep: Class 9 contains 6833 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 4754 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 1409 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552703.000000 Penalty: 39527.777344
Iteration 33Q: 21 clusters Score -1.05527e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 9252 members 
Mstep: Class 8 contains 66445 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 4760 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 16877 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 14931 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552931.000000 Penalty: 39527.777344
Iteration 34Q: 21 clusters Score -1.055293e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 8727 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 9267 members 
Mstep: Class 8 contains 66491 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8546 members 
Mstep: Class 13 contains 16886 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 14859 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553030.000000 Penalty: 39527.777344
Iteration 35Q: 21 clusters Score -1.055303e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 66537 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 8386 members 
Mstep: Class 13 contains 16908 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553221.000000 Penalty: 39527.777344
Iteration 36Q: 21 clusters Score -1.055322e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 9299 members 
Mstep: Class 8 contains 66585 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 16938 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 14729 members 
Mstep: Class 18 contains 10935 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553472.000000 Penalty: 39527.777344
Iteration 37Q: 21 clusters Score -1.055347e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5242 members 
Mstep: Class 3 contains 8660 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 66628 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 16959 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 14658 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553740.000000 Penalty: 39527.777344
Iteration 38Q: 21 clusters Score -1.055374e+07 nChanged 921
Entering ConstructFrom: 
Score: -10553740.000000 Penalty: 39527.777344
Entering ConstructFrom: 
Trying to split cluster 1 (10782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Entering Unmasked Estep 
Score: -625799.125000 Penalty: 1508.915405
	Iteration 0F: 2 clusters Score -625799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -618075.375000 Penalty: 3017.830811
	Iteration 0F: 3 clusters Score -618075.4 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -620721.437500 Penalty: 3017.830811
	Iteration 1F: 3 clusters Score -620721.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -621008.375000 Penalty: 3017.830811
	Iteration 2F: 3 clusters Score -621008.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -621265.000000 Penalty: 3017.830811
	Iteration 3F: 3 clusters Score -621265 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -621503.937500 Penalty: 3017.830811
	Iteration 4F: 3 clusters Score -621503.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -621706.250000 Penalty: 3017.830811
	Iteration 5Q: 3 clusters Score -621706.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -621917.875000 Penalty: 3017.830811
	Iteration 6Q: 3 clusters Score -621917.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -622171.000000 Penalty: 3017.830811
	Iteration 7Q: 3 clusters Score -622171 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -622498.437500 Penalty: 3017.830811
	Iteration 8Q: 3 clusters Score -622498.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -622874.687500 Penalty: 3017.830811
	Iteration 9Q: 3 clusters Score -622874.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -623277.250000 Penalty: 3017.830811
	Iteration 10Q: 3 clusters Score -623277.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -623707.125000 Penalty: 3017.830811
	Iteration 11Q: 3 clusters Score -623707.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -624147.562500 Penalty: 3017.830811
	Iteration 12Q: 3 clusters Score -624147.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -624436.875000 Penalty: 3017.830811
	Iteration 13Q: 3 clusters Score -624436.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -624617.312500 Penalty: 3017.830811
	Iteration 14Q: 3 clusters Score -624617.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -624726.812500 Penalty: 3017.830811
	Iteration 15Q: 3 clusters Score -624726.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -624821.437500 Penalty: 3017.830811
	Iteration 16Q: 3 clusters Score -624821.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -624874.312500 Penalty: 3017.830811
	Iteration 17Q: 3 clusters Score -624874.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -624902.750000 Penalty: 3017.830811
	Iteration 18Q: 3 clusters Score -624902.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -624916.562500 Penalty: 3017.830811
	Iteration 19Q: 3 clusters Score -624916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -624923.812500 Penalty: 3017.830811
	Iteration 20F: 3 clusters Score -624923.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -624928.375000 Penalty: 3017.830811
	Iteration 21Q: 3 clusters Score -624928.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -624934.062500 Penalty: 3017.830811
	Iteration 22Q: 3 clusters Score -624934.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -624938.187500 Penalty: 3017.830811
	Iteration 23Q: 3 clusters Score -624938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -624941.062500 Penalty: 3017.830811
	Iteration 24Q: 3 clusters Score -624941.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -624946.875000 Penalty: 3017.830811
	Iteration 25Q: 3 clusters Score -624946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -624949.750000 Penalty: 3017.830811
	Iteration 26Q: 3 clusters Score -624949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -624949.812500 Penalty: 3017.830811
	Iteration 27Q: 3 clusters Score -624949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -624951.875000 Penalty: 3017.830811
	Iteration 28Q: 3 clusters Score -624951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -624955.562500 Penalty: 3017.830811
	Iteration 29Q: 3 clusters Score -624955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -624954.937500 Penalty: 3017.830811
	Iteration 30Q: 3 clusters Score -624954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -624954.812500 Penalty: 3017.830811
	Iteration 31Q: 3 clusters Score -624954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -624955.625000 Penalty: 3017.830811
	Iteration 32Q: 3 clusters Score -624955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -624954.562500 Penalty: 3017.830811
	Iteration 33Q: 3 clusters Score -624954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -624956.187500 Penalty: 3017.830811
	Iteration 34Q: 3 clusters Score -624956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -624956.937500 Penalty: 3017.830811
	Iteration 35Q: 3 clusters Score -624956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -624956.312500 Penalty: 3017.830811
	Iteration 36Q: 3 clusters Score -624956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -624956.312500 Penalty: 3017.830811
	Iteration 37F: 3 clusters Score -624956.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -321984.562500 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -321984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -317891.406250 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -317891.4 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -319022.406250 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -319022.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -319197.875000 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -319197.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -319329.062500 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -319329.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -319425.531250 Penalty: 2782.393066
	Iteration 4Q: 3 clusters Score -319425.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -319519.156250 Penalty: 2782.393066
	Iteration 5Q: 3 clusters Score -319519.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -319620.250000 Penalty: 2782.393066
	Iteration 6Q: 3 clusters Score -319620.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -319726.343750 Penalty: 2782.393066
	Iteration 7Q: 3 clusters Score -319726.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -319873.562500 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -319873.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -320084.156250 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -320084.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -320359.593750 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -320359.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -320784.562500 Penalty: 2782.393066
	Iteration 11F: 3 clusters Score -320784.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -321377.312500 Penalty: 2782.393066
	Iteration 12F: 3 clusters Score -321377.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -321829.906250 Penalty: 2782.393066
	Iteration 13F: 3 clusters Score -321829.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -322064.656250 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -322064.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -322254.625000 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -322254.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -322453.218750 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -322453.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -322717.250000 Penalty: 2782.393066
	Iteration 17Q: 3 clusters Score -322717.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -322939.625000 Penalty: 2782.393066
	Iteration 18Q: 3 clusters Score -322939.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -323077.312500 Penalty: 2782.393066
	Iteration 19Q: 3 clusters Score -323077.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -323180.125000 Penalty: 2782.393066
	Iteration 20F: 3 clusters Score -323180.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -323255.906250 Penalty: 2782.393066
	Iteration 21Q: 3 clusters Score -323255.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -323306.406250 Penalty: 2782.393066
	Iteration 22Q: 3 clusters Score -323306.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -323329.437500 Penalty: 2782.393066
	Iteration 23Q: 3 clusters Score -323329.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -323343.031250 Penalty: 2782.393066
	Iteration 24Q: 3 clusters Score -323343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -323345.750000 Penalty: 2782.393066
	Iteration 25Q: 3 clusters Score -323345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -323347.500000 Penalty: 2782.393066
	Iteration 26Q: 3 clusters Score -323347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -323347.875000 Penalty: 2782.393066
	Iteration 27Q: 3 clusters Score -323347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -323348.000000 Penalty: 2782.393066
	Iteration 28Q: 3 clusters Score -323348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -323348.000000 Penalty: 2782.393066
	Iteration 29F: 3 clusters Score -323348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 66669 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 16975 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 14592 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 1639 members 
Entering Unmasked Estep 
Score: -10554652.000000 Penalty: 41504.164062
Splitting cluster 2 changes total score from -10553740.000000 to -10554652.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -453835.250000 Penalty: 1472.492432
	Iteration 0F: 2 clusters Score -453835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -447568.718750 Penalty: 2944.984863
	Iteration 0F: 3 clusters Score -447568.7 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -449528.625000 Penalty: 2944.984863
	Iteration 1F: 3 clusters Score -449528.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -449816.875000 Penalty: 2944.984863
	Iteration 2F: 3 clusters Score -449816.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -450064.437500 Penalty: 2944.984863
	Iteration 3F: 3 clusters Score -450064.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -450255.187500 Penalty: 2944.984863
	Iteration 4Q: 3 clusters Score -450255.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -450404.468750 Penalty: 2944.984863
	Iteration 5Q: 3 clusters Score -450404.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -450517.343750 Penalty: 2944.984863
	Iteration 6Q: 3 clusters Score -450517.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -450610.218750 Penalty: 2944.984863
	Iteration 7Q: 3 clusters Score -450610.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -450699.406250 Penalty: 2944.984863
	Iteration 8Q: 3 clusters Score -450699.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -450793.468750 Penalty: 2944.984863
	Iteration 9Q: 3 clusters Score -450793.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -450884.500000 Penalty: 2944.984863
	Iteration 10Q: 3 clusters Score -450884.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -450968.625000 Penalty: 2944.984863
	Iteration 11Q: 3 clusters Score -450968.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -451053.218750 Penalty: 2944.984863
	Iteration 12Q: 3 clusters Score -451053.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -451134.000000 Penalty: 2944.984863
	Iteration 13Q: 3 clusters Score -451134 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -451222.281250 Penalty: 2944.984863
	Iteration 14Q: 3 clusters Score -451222.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -451319.718750 Penalty: 2944.984863
	Iteration 15Q: 3 clusters Score -451319.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -451424.781250 Penalty: 2944.984863
	Iteration 16Q: 3 clusters Score -451424.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -451529.437500 Penalty: 2944.984863
	Iteration 17Q: 3 clusters Score -451529.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -451638.562500 Penalty: 2944.984863
	Iteration 18Q: 3 clusters Score -451638.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -451753.468750 Penalty: 2944.984863
	Iteration 19Q: 3 clusters Score -451753.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -451893.812500 Penalty: 2944.984863
	Iteration 20F: 3 clusters Score -451893.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -452022.656250 Penalty: 2944.984863
	Iteration 21Q: 3 clusters Score -452022.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -452147.093750 Penalty: 2944.984863
	Iteration 22Q: 3 clusters Score -452147.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -452248.375000 Penalty: 2944.984863
	Iteration 23Q: 3 clusters Score -452248.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -452335.531250 Penalty: 2944.984863
	Iteration 24Q: 3 clusters Score -452335.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -452397.687500 Penalty: 2944.984863
	Iteration 25Q: 3 clusters Score -452397.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -452448.312500 Penalty: 2944.984863
	Iteration 26Q: 3 clusters Score -452448.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -452492.812500 Penalty: 2944.984863
	Iteration 27Q: 3 clusters Score -452492.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -452533.656250 Penalty: 2944.984863
	Iteration 28Q: 3 clusters Score -452533.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -452563.968750 Penalty: 2944.984863
	Iteration 29Q: 3 clusters Score -452564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -452582.875000 Penalty: 2944.984863
	Iteration 30Q: 3 clusters Score -452582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -452598.187500 Penalty: 2944.984863
	Iteration 31Q: 3 clusters Score -452598.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -452616.000000 Penalty: 2944.984863
	Iteration 32Q: 3 clusters Score -452616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -452626.343750 Penalty: 2944.984863
	Iteration 33Q: 3 clusters Score -452626.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -452640.718750 Penalty: 2944.984863
	Iteration 34Q: 3 clusters Score -452640.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -452656.562500 Penalty: 2944.984863
	Iteration 35Q: 3 clusters Score -452656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -452674.000000 Penalty: 2944.984863
	Iteration 36Q: 3 clusters Score -452674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -452686.500000 Penalty: 2944.984863
	Iteration 37Q: 3 clusters Score -452686.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -452696.500000 Penalty: 2944.984863
	Iteration 38Q: 3 clusters Score -452696.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -452709.812500 Penalty: 2944.984863
	Iteration 39Q: 3 clusters Score -452709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -452719.156250 Penalty: 2944.984863
	Iteration 40F: 3 clusters Score -452719.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -452730.937500 Penalty: 2944.984863
	Iteration 41Q: 3 clusters Score -452730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -452736.531250 Penalty: 2944.984863
	Iteration 42Q: 3 clusters Score -452736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -452743.218750 Penalty: 2944.984863
	Iteration 43Q: 3 clusters Score -452743.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -452749.187500 Penalty: 2944.984863
	Iteration 44Q: 3 clusters Score -452749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -452755.500000 Penalty: 2944.984863
	Iteration 45Q: 3 clusters Score -452755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -452757.187500 Penalty: 2944.984863
	Iteration 46Q: 3 clusters Score -452757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -452758.437500 Penalty: 2944.984863
	Iteration 47Q: 3 clusters Score -452758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -452762.093750 Penalty: 2944.984863
	Iteration 48Q: 3 clusters Score -452762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -452763.187500 Penalty: 2944.984863
	Iteration 49Q: 3 clusters Score -452763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -452764.875000 Penalty: 2944.984863
	Iteration 50Q: 3 clusters Score -452764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -452764.281250 Penalty: 2944.984863
	Iteration 51Q: 3 clusters Score -452764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -452766.343750 Penalty: 2944.984863
	Iteration 52Q: 3 clusters Score -452766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -452767.718750 Penalty: 2944.984863
	Iteration 53Q: 3 clusters Score -452767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -452768.062500 Penalty: 2944.984863
	Iteration 54Q: 3 clusters Score -452768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -452768.906250 Penalty: 2944.984863
	Iteration 55Q: 3 clusters Score -452768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -452768.906250 Penalty: 2944.984863
	Iteration 56F: 3 clusters Score -452768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -159051.234375 Penalty: 1308.239258
	Iteration 0F: 2 clusters Score -159051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156247.437500 Penalty: 2616.478516
	Iteration 0F: 3 clusters Score -156247.4 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -156934.906250 Penalty: 2616.478516
	Iteration 1F: 3 clusters Score -156934.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -157141.703125 Penalty: 2616.478516
	Iteration 2F: 3 clusters Score -157141.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -157321.015625 Penalty: 2616.478516
	Iteration 3F: 3 clusters Score -157321 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -157434.531250 Penalty: 2616.478516
	Iteration 4F: 3 clusters Score -157434.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -157514.578125 Penalty: 2616.478516
	Iteration 5Q: 3 clusters Score -157514.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -157593.828125 Penalty: 2616.478516
	Iteration 6Q: 3 clusters Score -157593.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -157666.375000 Penalty: 2616.478516
	Iteration 7Q: 3 clusters Score -157666.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -157729.390625 Penalty: 2616.478516
	Iteration 8Q: 3 clusters Score -157729.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -157804.781250 Penalty: 2616.478516
	Iteration 9Q: 3 clusters Score -157804.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -157861.593750 Penalty: 2616.478516
	Iteration 10Q: 3 clusters Score -157861.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -157921.765625 Penalty: 2616.478516
	Iteration 11Q: 3 clusters Score -157921.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -157978.093750 Penalty: 2616.478516
	Iteration 12Q: 3 clusters Score -157978.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -158027.359375 Penalty: 2616.478516
	Iteration 13Q: 3 clusters Score -158027.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -158066.890625 Penalty: 2616.478516
	Iteration 14Q: 3 clusters Score -158066.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -158100.265625 Penalty: 2616.478516
	Iteration 15Q: 3 clusters Score -158100.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -158128.468750 Penalty: 2616.478516
	Iteration 16Q: 3 clusters Score -158128.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -158151.687500 Penalty: 2616.478516
	Iteration 17Q: 3 clusters Score -158151.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -158174.203125 Penalty: 2616.478516
	Iteration 18Q: 3 clusters Score -158174.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -158190.781250 Penalty: 2616.478516
	Iteration 19Q: 3 clusters Score -158190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -158198.343750 Penalty: 2616.478516
	Iteration 20F: 3 clusters Score -158198.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -158203.281250 Penalty: 2616.478516
	Iteration 21Q: 3 clusters Score -158203.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -158207.406250 Penalty: 2616.478516
	Iteration 22Q: 3 clusters Score -158207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -158210.421875 Penalty: 2616.478516
	Iteration 23Q: 3 clusters Score -158210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -158214.390625 Penalty: 2616.478516
	Iteration 24Q: 3 clusters Score -158214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -158217.687500 Penalty: 2616.478516
	Iteration 25Q: 3 clusters Score -158217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -158220.046875 Penalty: 2616.478516
	Iteration 26Q: 3 clusters Score -158220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -158221.125000 Penalty: 2616.478516
	Iteration 27Q: 3 clusters Score -158221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -158222.203125 Penalty: 2616.478516
	Iteration 28Q: 3 clusters Score -158222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -158222.859375 Penalty: 2616.478516
	Iteration 29Q: 3 clusters Score -158222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -158223.859375 Penalty: 2616.478516
	Iteration 30Q: 3 clusters Score -158223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -158223.984375 Penalty: 2616.478516
	Iteration 31Q: 3 clusters Score -158224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -158224.406250 Penalty: 2616.478516
	Iteration 32Q: 3 clusters Score -158224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -158225.562500 Penalty: 2616.478516
	Iteration 33Q: 3 clusters Score -158225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -158226.765625 Penalty: 2616.478516
	Iteration 34Q: 3 clusters Score -158226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -158228.000000 Penalty: 2616.478516
	Iteration 35Q: 3 clusters Score -158228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -158229.453125 Penalty: 2616.478516
	Iteration 36Q: 3 clusters Score -158229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -158229.828125 Penalty: 2616.478516
	Iteration 37Q: 3 clusters Score -158229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -158230.265625 Penalty: 2616.478516
	Iteration 38Q: 3 clusters Score -158230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -158230.265625 Penalty: 2616.478516
	Iteration 39F: 3 clusters Score -158230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -133841.609375 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -133841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -131336.937500 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -131336.9 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -131994.281250 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -131994.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -132175.515625 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -132175.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -132287.203125 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -132287.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -132348.296875 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -132348.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -132395.062500 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -132395.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -132431.390625 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -132431.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -132455.781250 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -132455.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -132473.156250 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -132473.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -132487.234375 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -132487.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -132500.265625 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -132500.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -132515.578125 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -132515.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -132523.984375 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -132524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -132532.234375 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -132532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -132540.812500 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -132540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -132553.843750 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -132553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -132566.000000 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -132566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -132570.421875 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -132570.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -132580.718750 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -132580.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -132588.531250 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -132588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -132594.546875 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -132594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -132597.156250 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -132597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -132600.343750 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -132600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -132602.437500 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -132602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -132603.296875 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -132603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -132605.968750 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -132606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -132608.265625 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -132608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -132609.296875 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -132609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -132610.156250 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -132610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -132610.718750 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -132610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -132611.359375 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -132611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -132611.875000 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -132611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -132612.015625 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -132612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -132611.968750 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -132612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -132612.296875 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -132612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -132612.296875 Penalty: 2568.908936
	Iteration 35F: 3 clusters Score -132612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -173360.625000 Penalty: 1293.835938
	Iteration 0F: 2 clusters Score -173360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -170744.687500 Penalty: 2587.671875
	Iteration 0F: 3 clusters Score -170744.7 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -171383.703125 Penalty: 2587.671875
	Iteration 1F: 3 clusters Score -171383.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -171507.890625 Penalty: 2587.671875
	Iteration 2F: 3 clusters Score -171507.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -171564.406250 Penalty: 2587.671875
	Iteration 3Q: 3 clusters Score -171564.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -171608.437500 Penalty: 2587.671875
	Iteration 4Q: 3 clusters Score -171608.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171647.375000 Penalty: 2587.671875
	Iteration 5Q: 3 clusters Score -171647.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171682.531250 Penalty: 2587.671875
	Iteration 6Q: 3 clusters Score -171682.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171713.890625 Penalty: 2587.671875
	Iteration 7Q: 3 clusters Score -171713.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171747.734375 Penalty: 2587.671875
	Iteration 8Q: 3 clusters Score -171747.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171772.000000 Penalty: 2587.671875
	Iteration 9Q: 3 clusters Score -171772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -171795.859375 Penalty: 2587.671875
	Iteration 10Q: 3 clusters Score -171795.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -171822.546875 Penalty: 2587.671875
	Iteration 11Q: 3 clusters Score -171822.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -171843.921875 Penalty: 2587.671875
	Iteration 12Q: 3 clusters Score -171843.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -171868.125000 Penalty: 2587.671875
	Iteration 13Q: 3 clusters Score -171868.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171898.734375 Penalty: 2587.671875
	Iteration 14Q: 3 clusters Score -171898.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171927.812500 Penalty: 2587.671875
	Iteration 15Q: 3 clusters Score -171927.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171959.093750 Penalty: 2587.671875
	Iteration 16Q: 3 clusters Score -171959.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171993.093750 Penalty: 2587.671875
	Iteration 17Q: 3 clusters Score -171993.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -172021.062500 Penalty: 2587.671875
	Iteration 18Q: 3 clusters Score -172021.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172039.937500 Penalty: 2587.671875
	Iteration 19Q: 3 clusters Score -172039.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -172060.031250 Penalty: 2587.671875
	Iteration 20F: 3 clusters Score -172060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172085.968750 Penalty: 2587.671875
	Iteration 21Q: 3 clusters Score -172086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172109.578125 Penalty: 2587.671875
	Iteration 22Q: 3 clusters Score -172109.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172125.812500 Penalty: 2587.671875
	Iteration 23Q: 3 clusters Score -172125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172138.937500 Penalty: 2587.671875
	Iteration 24Q: 3 clusters Score -172138.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -172147.375000 Penalty: 2587.671875
	Iteration 25Q: 3 clusters Score -172147.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172161.609375 Penalty: 2587.671875
	Iteration 26Q: 3 clusters Score -172161.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -172181.453125 Penalty: 2587.671875
	Iteration 27Q: 3 clusters Score -172181.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172205.000000 Penalty: 2587.671875
	Iteration 28Q: 3 clusters Score -172205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172225.140625 Penalty: 2587.671875
	Iteration 29Q: 3 clusters Score -172225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -172249.484375 Penalty: 2587.671875
	Iteration 30Q: 3 clusters Score -172249.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -172275.062500 Penalty: 2587.671875
	Iteration 31Q: 3 clusters Score -172275.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172308.406250 Penalty: 2587.671875
	Iteration 32Q: 3 clusters Score -172308.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -172335.515625 Penalty: 2587.671875
	Iteration 33Q: 3 clusters Score -172335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172362.187500 Penalty: 2587.671875
	Iteration 34Q: 3 clusters Score -172362.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172381.078125 Penalty: 2587.671875
	Iteration 35Q: 3 clusters Score -172381.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172396.000000 Penalty: 2587.671875
	Iteration 36Q: 3 clusters Score -172396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172404.812500 Penalty: 2587.671875
	Iteration 37Q: 3 clusters Score -172404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -172418.515625 Penalty: 2587.671875
	Iteration 38Q: 3 clusters Score -172418.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -172425.187500 Penalty: 2587.671875
	Iteration 39Q: 3 clusters Score -172425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -172428.875000 Penalty: 2587.671875
	Iteration 40F: 3 clusters Score -172428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172430.671875 Penalty: 2587.671875
	Iteration 41Q: 3 clusters Score -172430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172433.328125 Penalty: 2587.671875
	Iteration 42Q: 3 clusters Score -172433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172436.500000 Penalty: 2587.671875
	Iteration 43Q: 3 clusters Score -172436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172437.703125 Penalty: 2587.671875
	Iteration 44Q: 3 clusters Score -172437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172438.765625 Penalty: 2587.671875
	Iteration 45Q: 3 clusters Score -172438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172441.375000 Penalty: 2587.671875
	Iteration 46Q: 3 clusters Score -172441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172442.890625 Penalty: 2587.671875
	Iteration 47Q: 3 clusters Score -172442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172444.312500 Penalty: 2587.671875
	Iteration 48Q: 3 clusters Score -172444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -172448.718750 Penalty: 2587.671875
	Iteration 49Q: 3 clusters Score -172448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172451.562500 Penalty: 2587.671875
	Iteration 50Q: 3 clusters Score -172451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172453.328125 Penalty: 2587.671875
	Iteration 51Q: 3 clusters Score -172453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172455.968750 Penalty: 2587.671875
	Iteration 52Q: 3 clusters Score -172456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172457.921875 Penalty: 2587.671875
	Iteration 53Q: 3 clusters Score -172457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172460.265625 Penalty: 2587.671875
	Iteration 54Q: 3 clusters Score -172460.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172464.750000 Penalty: 2587.671875
	Iteration 55Q: 3 clusters Score -172464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172470.468750 Penalty: 2587.671875
	Iteration 56Q: 3 clusters Score -172470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172481.500000 Penalty: 2587.671875
	Iteration 57Q: 3 clusters Score -172481.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172488.812500 Penalty: 2587.671875
	Iteration 58Q: 3 clusters Score -172488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172494.718750 Penalty: 2587.671875
	Iteration 59Q: 3 clusters Score -172494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172498.312500 Penalty: 2587.671875
	Iteration 60F: 3 clusters Score -172498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -172501.343750 Penalty: 2587.671875
	Iteration 61Q: 3 clusters Score -172501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172503.640625 Penalty: 2587.671875
	Iteration 62Q: 3 clusters Score -172503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172506.906250 Penalty: 2587.671875
	Iteration 63Q: 3 clusters Score -172506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172508.531250 Penalty: 2587.671875
	Iteration 64Q: 3 clusters Score -172508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -172509.828125 Penalty: 2587.671875
	Iteration 65Q: 3 clusters Score -172509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172513.843750 Penalty: 2587.671875
	Iteration 66Q: 3 clusters Score -172513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -172516.656250 Penalty: 2587.671875
	Iteration 67Q: 3 clusters Score -172516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172519.078125 Penalty: 2587.671875
	Iteration 68Q: 3 clusters Score -172519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172522.656250 Penalty: 2587.671875
	Iteration 69Q: 3 clusters Score -172522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -172525.890625 Penalty: 2587.671875
	Iteration 70Q: 3 clusters Score -172525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172527.531250 Penalty: 2587.671875
	Iteration 71Q: 3 clusters Score -172527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -172528.531250 Penalty: 2587.671875
	Iteration 72Q: 3 clusters Score -172528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172529.953125 Penalty: 2587.671875
	Iteration 73Q: 3 clusters Score -172530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -172532.859375 Penalty: 2587.671875
	Iteration 74Q: 3 clusters Score -172532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172536.046875 Penalty: 2587.671875
	Iteration 75Q: 3 clusters Score -172536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172538.140625 Penalty: 2587.671875
	Iteration 76Q: 3 clusters Score -172538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172539.125000 Penalty: 2587.671875
	Iteration 77Q: 3 clusters Score -172539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -172540.750000 Penalty: 2587.671875
	Iteration 78Q: 3 clusters Score -172540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172541.578125 Penalty: 2587.671875
	Iteration 79Q: 3 clusters Score -172541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172541.578125 Penalty: 2587.671875
	Iteration 80F: 3 clusters Score -172541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Entering Unmasked Estep 
Score: -497971.562500 Penalty: 1484.992310
	Iteration 0F: 2 clusters Score -497971.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -491236.343750 Penalty: 2969.984619
	Iteration 0F: 3 clusters Score -491236.3 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -493542.500000 Penalty: 2969.984619
	Iteration 1F: 3 clusters Score -493542.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -494025.062500 Penalty: 2969.984619
	Iteration 2F: 3 clusters Score -494025.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -494542.250000 Penalty: 2969.984619
	Iteration 3F: 3 clusters Score -494542.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -494969.531250 Penalty: 2969.984619
	Iteration 4F: 3 clusters Score -494969.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -495388.031250 Penalty: 2969.984619
	Iteration 5F: 3 clusters Score -495388 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -495801.000000 Penalty: 2969.984619
	Iteration 6F: 3 clusters Score -495801 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -496222.812500 Penalty: 2969.984619
	Iteration 7Q: 3 clusters Score -496222.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -496548.375000 Penalty: 2969.984619
	Iteration 8Q: 3 clusters Score -496548.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -496798.031250 Penalty: 2969.984619
	Iteration 9Q: 3 clusters Score -496798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -496960.562500 Penalty: 2969.984619
	Iteration 10Q: 3 clusters Score -496960.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -497048.375000 Penalty: 2969.984619
	Iteration 11Q: 3 clusters Score -497048.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -497094.656250 Penalty: 2969.984619
	Iteration 12Q: 3 clusters Score -497094.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -497116.875000 Penalty: 2969.984619
	Iteration 13Q: 3 clusters Score -497116.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -497130.562500 Penalty: 2969.984619
	Iteration 14Q: 3 clusters Score -497130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -497137.031250 Penalty: 2969.984619
	Iteration 15Q: 3 clusters Score -497137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -497139.593750 Penalty: 2969.984619
	Iteration 16Q: 3 clusters Score -497139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -497139.781250 Penalty: 2969.984619
	Iteration 17Q: 3 clusters Score -497139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -497140.312500 Penalty: 2969.984619
	Iteration 18Q: 3 clusters Score -497140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -497140.312500 Penalty: 2969.984619
	Iteration 19F: 3 clusters Score -497140.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Entering Unmasked Estep 
Score: -3865423.000000 Penalty: 1804.968018
	Iteration 0F: 2 clusters Score -3865423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3820931.750000 Penalty: 3609.936035
	Iteration 0F: 3 clusters Score -3820932 nChanged 31572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3839325.500000 Penalty: 3609.936035
	Iteration 1F: 3 clusters Score -3839326 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3840012.750000 Penalty: 3609.936035
	Iteration 2Q: 3 clusters Score -3840013 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3840768.000000 Penalty: 3609.936035
	Iteration 3Q: 3 clusters Score -3840768 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3841727.500000 Penalty: 3609.936035
	Iteration 4Q: 3 clusters Score -3841728 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3842841.500000 Penalty: 3609.936035
	Iteration 5Q: 3 clusters Score -3842842 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3844217.250000 Penalty: 3609.936035
	Iteration 6Q: 3 clusters Score -3844217 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3845855.500000 Penalty: 3609.936035
	Iteration 7Q: 3 clusters Score -3845856 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3847784.750000 Penalty: 3609.936035
	Iteration 8F: 3 clusters Score -3847785 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3850138.500000 Penalty: 3609.936035
	Iteration 9F: 3 clusters Score -3850138 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3852849.750000 Penalty: 3609.936035
	Iteration 10F: 3 clusters Score -3852850 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3855664.250000 Penalty: 3609.936035
	Iteration 11F: 3 clusters Score -3855664 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3858266.250000 Penalty: 3609.936035
	Iteration 12F: 3 clusters Score -3858266 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3860326.500000 Penalty: 3609.936035
	Iteration 13Q: 3 clusters Score -3860326 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3861707.000000 Penalty: 3609.936035
	Iteration 14Q: 3 clusters Score -3861707 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3862608.750000 Penalty: 3609.936035
	Iteration 15Q: 3 clusters Score -3862609 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3863158.750000 Penalty: 3609.936035
	Iteration 16Q: 3 clusters Score -3863159 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3863479.000000 Penalty: 3609.936035
	Iteration 17Q: 3 clusters Score -3863479 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3863684.250000 Penalty: 3609.936035
	Iteration 18Q: 3 clusters Score -3863684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3863783.500000 Penalty: 3609.936035
	Iteration 19Q: 3 clusters Score -3863784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3863851.250000 Penalty: 3609.936035
	Iteration 20F: 3 clusters Score -3863851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3863886.500000 Penalty: 3609.936035
	Iteration 21Q: 3 clusters Score -3863886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3863931.250000 Penalty: 3609.936035
	Iteration 22Q: 3 clusters Score -3863931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3863958.500000 Penalty: 3609.936035
	Iteration 23Q: 3 clusters Score -3863958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3863967.750000 Penalty: 3609.936035
	Iteration 24Q: 3 clusters Score -3863968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3863991.500000 Penalty: 3609.936035
	Iteration 25Q: 3 clusters Score -3863992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3864003.000000 Penalty: 3609.936035
	Iteration 26Q: 3 clusters Score -3864003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3864007.750000 Penalty: 3609.936035
	Iteration 27Q: 3 clusters Score -3864008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3864013.750000 Penalty: 3609.936035
	Iteration 28Q: 3 clusters Score -3864014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3864018.500000 Penalty: 3609.936035
	Iteration 29Q: 3 clusters Score -3864018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3864026.750000 Penalty: 3609.936035
	Iteration 30Q: 3 clusters Score -3864027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3864031.500000 Penalty: 3609.936035
	Iteration 31Q: 3 clusters Score -3864032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3864032.250000 Penalty: 3609.936035
	Iteration 32Q: 3 clusters Score -3864032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3864037.750000 Penalty: 3609.936035
	Iteration 33Q: 3 clusters Score -3864038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3864041.750000 Penalty: 3609.936035
	Iteration 34Q: 3 clusters Score -3864042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3864046.000000 Penalty: 3609.936035
	Iteration 35Q: 3 clusters Score -3864046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3864053.000000 Penalty: 3609.936035
	Iteration 36Q: 3 clusters Score -3864053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3864058.750000 Penalty: 3609.936035
	Iteration 37Q: 3 clusters Score -3864059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3864054.000000 Penalty: 3609.936035
	Iteration 38Q: 3 clusters Score -3864054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3864061.000000 Penalty: 3609.936035
	Iteration 39Q: 3 clusters Score -3864061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3864062.250000 Penalty: 3609.936035
	Iteration 40F: 3 clusters Score -3864062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3864066.250000 Penalty: 3609.936035
	Iteration 41Q: 3 clusters Score -3864066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3864064.500000 Penalty: 3609.936035
	Iteration 42Q: 3 clusters Score -3864064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3864067.750000 Penalty: 3609.936035
	Iteration 43Q: 3 clusters Score -3864068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3864066.750000 Penalty: 3609.936035
	Iteration 44Q: 3 clusters Score -3864067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3864066.750000 Penalty: 3609.936035
	Iteration 45F: 3 clusters Score -3864067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -396703.906250 Penalty: 1430.018433
	Iteration 0F: 2 clusters Score -396703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -391660.062500 Penalty: 2860.036865
	Iteration 0F: 3 clusters Score -391660.1 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -393037.218750 Penalty: 2860.036865
	Iteration 1F: 3 clusters Score -393037.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -393245.906250 Penalty: 2860.036865
	Iteration 2F: 3 clusters Score -393245.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -393389.312500 Penalty: 2860.036865
	Iteration 3F: 3 clusters Score -393389.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -393483.656250 Penalty: 2860.036865
	Iteration 4Q: 3 clusters Score -393483.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -393551.812500 Penalty: 2860.036865
	Iteration 5Q: 3 clusters Score -393551.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -393639.343750 Penalty: 2860.036865
	Iteration 6Q: 3 clusters Score -393639.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -393731.781250 Penalty: 2860.036865
	Iteration 7Q: 3 clusters Score -393731.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -393823.906250 Penalty: 2860.036865
	Iteration 8Q: 3 clusters Score -393823.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -393941.875000 Penalty: 2860.036865
	Iteration 9Q: 3 clusters Score -393941.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -394088.250000 Penalty: 2860.036865
	Iteration 10Q: 3 clusters Score -394088.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -394261.125000 Penalty: 2860.036865
	Iteration 11Q: 3 clusters Score -394261.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -394455.968750 Penalty: 2860.036865
	Iteration 12Q: 3 clusters Score -394456 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -394643.593750 Penalty: 2860.036865
	Iteration 13Q: 3 clusters Score -394643.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -394837.093750 Penalty: 2860.036865
	Iteration 14Q: 3 clusters Score -394837.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -395039.875000 Penalty: 2860.036865
	Iteration 15Q: 3 clusters Score -395039.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -395174.000000 Penalty: 2860.036865
	Iteration 16Q: 3 clusters Score -395174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -395252.250000 Penalty: 2860.036865
	Iteration 17Q: 3 clusters Score -395252.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -395319.000000 Penalty: 2860.036865
	Iteration 18Q: 3 clusters Score -395319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -395362.093750 Penalty: 2860.036865
	Iteration 19Q: 3 clusters Score -395362.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -395394.562500 Penalty: 2860.036865
	Iteration 20F: 3 clusters Score -395394.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -395414.187500 Penalty: 2860.036865
	Iteration 21Q: 3 clusters Score -395414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -395423.125000 Penalty: 2860.036865
	Iteration 22Q: 3 clusters Score -395423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -395434.218750 Penalty: 2860.036865
	Iteration 23Q: 3 clusters Score -395434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -395440.062500 Penalty: 2860.036865
	Iteration 24Q: 3 clusters Score -395440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -395447.187500 Penalty: 2860.036865
	Iteration 25Q: 3 clusters Score -395447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -395452.687500 Penalty: 2860.036865
	Iteration 26Q: 3 clusters Score -395452.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -395458.250000 Penalty: 2860.036865
	Iteration 27Q: 3 clusters Score -395458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -395464.375000 Penalty: 2860.036865
	Iteration 28Q: 3 clusters Score -395464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -395468.875000 Penalty: 2860.036865
	Iteration 29Q: 3 clusters Score -395468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -395470.062500 Penalty: 2860.036865
	Iteration 30Q: 3 clusters Score -395470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -395470.781250 Penalty: 2860.036865
	Iteration 31Q: 3 clusters Score -395470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -395471.250000 Penalty: 2860.036865
	Iteration 32Q: 3 clusters Score -395471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -395471.750000 Penalty: 2860.036865
	Iteration 33Q: 3 clusters Score -395471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -395471.750000 Penalty: 2860.036865
	Iteration 34F: 3 clusters Score -395471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -131957.625000 Penalty: 1248.926758
	Iteration 0F: 2 clusters Score -131957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -129729.593750 Penalty: 2497.853516
	Iteration 0F: 3 clusters Score -129729.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -130195.187500 Penalty: 2497.853516
	Iteration 1F: 3 clusters Score -130195.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -130309.398438 Penalty: 2497.853516
	Iteration 2F: 3 clusters Score -130309.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -130363.101562 Penalty: 2497.853516
	Iteration 3Q: 3 clusters Score -130363.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -130396.023438 Penalty: 2497.853516
	Iteration 4Q: 3 clusters Score -130396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -130425.812500 Penalty: 2497.853516
	Iteration 5Q: 3 clusters Score -130425.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -130446.250000 Penalty: 2497.853516
	Iteration 6Q: 3 clusters Score -130446.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -130460.148438 Penalty: 2497.853516
	Iteration 7Q: 3 clusters Score -130460.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -130475.406250 Penalty: 2497.853516
	Iteration 8Q: 3 clusters Score -130475.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -130489.437500 Penalty: 2497.853516
	Iteration 9Q: 3 clusters Score -130489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -130496.687500 Penalty: 2497.853516
	Iteration 10Q: 3 clusters Score -130496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -130504.648438 Penalty: 2497.853516
	Iteration 11Q: 3 clusters Score -130504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -130508.695312 Penalty: 2497.853516
	Iteration 12Q: 3 clusters Score -130508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -130511.843750 Penalty: 2497.853516
	Iteration 13Q: 3 clusters Score -130511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -130513.703125 Penalty: 2497.853516
	Iteration 14Q: 3 clusters Score -130513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -130516.976562 Penalty: 2497.853516
	Iteration 15Q: 3 clusters Score -130517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -130520.750000 Penalty: 2497.853516
	Iteration 16Q: 3 clusters Score -130520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -130524.007812 Penalty: 2497.853516
	Iteration 17Q: 3 clusters Score -130524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -130526.812500 Penalty: 2497.853516
	Iteration 18Q: 3 clusters Score -130526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -130528.390625 Penalty: 2497.853516
	Iteration 19Q: 3 clusters Score -130528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -130528.929688 Penalty: 2497.853516
	Iteration 20F: 3 clusters Score -130528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -268068.625000 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -268068.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -264187.187500 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -264187.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -265216.000000 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -265216 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -265374.937500 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -265374.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -265475.437500 Penalty: 2757.786377
	Iteration 3Q: 3 clusters Score -265475.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -265552.593750 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -265552.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -265613.625000 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -265613.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -265675.031250 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -265675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -265715.000000 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -265715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -265743.781250 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -265743.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -265767.718750 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -265767.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -265787.750000 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -265787.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -265811.531250 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -265811.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -265838.218750 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -265838.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -265877.312500 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -265877.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -265917.843750 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -265917.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -265954.687500 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -265954.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -265993.656250 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -265993.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -266041.968750 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -266042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266097.031250 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -266097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -266152.468750 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -266152.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -266226.937500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -266226.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -266294.000000 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -266294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -266356.687500 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -266356.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -266419.656250 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -266419.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -266483.062500 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -266483.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -266538.031250 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -266538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -266600.968750 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -266601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -266667.937500 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -266667.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -266726.937500 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -266726.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -266754.875000 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -266754.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -266780.125000 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -266780.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -266795.312500 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -266795.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -266807.687500 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -266807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -266817.031250 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -266817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -266831.750000 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -266831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -266844.968750 Penalty: 2757.786377
	Iteration 35Q: 3 clusters Score -266845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -266853.187500 Penalty: 2757.786377
	Iteration 36Q: 3 clusters Score -266853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -266860.062500 Penalty: 2757.786377
	Iteration 37Q: 3 clusters Score -266860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -266865.500000 Penalty: 2757.786377
	Iteration 38Q: 3 clusters Score -266865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -266872.593750 Penalty: 2757.786377
	Iteration 39Q: 3 clusters Score -266872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -266877.125000 Penalty: 2757.786377
	Iteration 40F: 3 clusters Score -266877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -266880.468750 Penalty: 2757.786377
	Iteration 41Q: 3 clusters Score -266880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -266881.250000 Penalty: 2757.786377
	Iteration 42Q: 3 clusters Score -266881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -266882.531250 Penalty: 2757.786377
	Iteration 43Q: 3 clusters Score -266882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -266884.937500 Penalty: 2757.786377
	Iteration 44Q: 3 clusters Score -266884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -266885.593750 Penalty: 2757.786377
	Iteration 45Q: 3 clusters Score -266885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -266886.000000 Penalty: 2757.786377
	Iteration 46Q: 3 clusters Score -266886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -266889.093750 Penalty: 2757.786377
	Iteration 47Q: 3 clusters Score -266889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -266890.375000 Penalty: 2757.786377
	Iteration 48Q: 3 clusters Score -266890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -266890.375000 Penalty: 2757.786377
	Iteration 49F: 3 clusters Score -266890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -477041.406250 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -477041.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -471255.781250 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -471255.8 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -473036.343750 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -473036.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -473271.125000 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -473271.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -473435.187500 Penalty: 2917.285156
	Iteration 3F: 3 clusters Score -473435.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -473583.718750 Penalty: 2917.285156
	Iteration 4Q: 3 clusters Score -473583.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -473704.437500 Penalty: 2917.285156
	Iteration 5Q: 3 clusters Score -473704.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -473805.312500 Penalty: 2917.285156
	Iteration 6Q: 3 clusters Score -473805.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -473919.875000 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -473919.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -474041.781250 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -474041.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -474164.156250 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -474164.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -474272.250000 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -474272.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -474373.562500 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -474373.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -474486.656250 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -474486.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -474597.125000 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -474597.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -474709.125000 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -474709.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -474819.687500 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -474819.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -474925.125000 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -474925.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -475020.218750 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -475020.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -475103.031250 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -475103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -475158.375000 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -475158.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -475211.375000 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -475211.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -475258.593750 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -475258.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -475297.968750 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -475298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -475333.218750 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -475333.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -475372.343750 Penalty: 2917.285156
	Iteration 24Q: 3 clusters Score -475372.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -475408.562500 Penalty: 2917.285156
	Iteration 25Q: 3 clusters Score -475408.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -475443.125000 Penalty: 2917.285156
	Iteration 26Q: 3 clusters Score -475443.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -475463.718750 Penalty: 2917.285156
	Iteration 27Q: 3 clusters Score -475463.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -475487.718750 Penalty: 2917.285156
	Iteration 28Q: 3 clusters Score -475487.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -475507.906250 Penalty: 2917.285156
	Iteration 29Q: 3 clusters Score -475507.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -475528.125000 Penalty: 2917.285156
	Iteration 30Q: 3 clusters Score -475528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -475551.687500 Penalty: 2917.285156
	Iteration 31Q: 3 clusters Score -475551.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -475575.906250 Penalty: 2917.285156
	Iteration 32Q: 3 clusters Score -475575.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -475593.125000 Penalty: 2917.285156
	Iteration 33Q: 3 clusters Score -475593.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -475611.656250 Penalty: 2917.285156
	Iteration 34Q: 3 clusters Score -475611.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -475625.343750 Penalty: 2917.285156
	Iteration 35Q: 3 clusters Score -475625.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -475637.656250 Penalty: 2917.285156
	Iteration 36Q: 3 clusters Score -475637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -475646.312500 Penalty: 2917.285156
	Iteration 37Q: 3 clusters Score -475646.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -475653.031250 Penalty: 2917.285156
	Iteration 38Q: 3 clusters Score -475653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -475658.125000 Penalty: 2917.285156
	Iteration 39Q: 3 clusters Score -475658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -475660.593750 Penalty: 2917.285156
	Iteration 40F: 3 clusters Score -475660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -475662.937500 Penalty: 2917.285156
	Iteration 41Q: 3 clusters Score -475662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -475668.906250 Penalty: 2917.285156
	Iteration 42Q: 3 clusters Score -475668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -475671.125000 Penalty: 2917.285156
	Iteration 43Q: 3 clusters Score -475671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -475678.000000 Penalty: 2917.285156
	Iteration 44Q: 3 clusters Score -475678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -475687.218750 Penalty: 2917.285156
	Iteration 45Q: 3 clusters Score -475687.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -475692.593750 Penalty: 2917.285156
	Iteration 46Q: 3 clusters Score -475692.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -475699.875000 Penalty: 2917.285156
	Iteration 47Q: 3 clusters Score -475699.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -475704.625000 Penalty: 2917.285156
	Iteration 48Q: 3 clusters Score -475704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -475714.187500 Penalty: 2917.285156
	Iteration 49Q: 3 clusters Score -475714.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -475726.718750 Penalty: 2917.285156
	Iteration 50Q: 3 clusters Score -475726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -475735.156250 Penalty: 2917.285156
	Iteration 51Q: 3 clusters Score -475735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -475741.406250 Penalty: 2917.285156
	Iteration 52Q: 3 clusters Score -475741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -475748.062500 Penalty: 2917.285156
	Iteration 53Q: 3 clusters Score -475748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -475752.843750 Penalty: 2917.285156
	Iteration 54Q: 3 clusters Score -475752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -475758.656250 Penalty: 2917.285156
	Iteration 55Q: 3 clusters Score -475758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -475764.218750 Penalty: 2917.285156
	Iteration 56Q: 3 clusters Score -475764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -475771.968750 Penalty: 2917.285156
	Iteration 57Q: 3 clusters Score -475772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -475777.218750 Penalty: 2917.285156
	Iteration 58Q: 3 clusters Score -475777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -475780.312500 Penalty: 2917.285156
	Iteration 59Q: 3 clusters Score -475780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -475782.562500 Penalty: 2917.285156
	Iteration 60F: 3 clusters Score -475782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -475783.187500 Penalty: 2917.285156
	Iteration 61Q: 3 clusters Score -475783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -475785.125000 Penalty: 2917.285156
	Iteration 62Q: 3 clusters Score -475785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -475789.437500 Penalty: 2917.285156
	Iteration 63Q: 3 clusters Score -475789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -475789.875000 Penalty: 2917.285156
	Iteration 64Q: 3 clusters Score -475789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -475791.312500 Penalty: 2917.285156
	Iteration 65Q: 3 clusters Score -475791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -475791.312500 Penalty: 2917.285156
	Iteration 66F: 3 clusters Score -475791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -1026925.125000 Penalty: 1582.668335
	Iteration 0F: 2 clusters Score -1026925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1015211.312500 Penalty: 3165.336670
	Iteration 0F: 3 clusters Score -1015211 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1019368.312500 Penalty: 3165.336670
	Iteration 1F: 3 clusters Score -1019368 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1019631.687500 Penalty: 3165.336670
	Iteration 2Q: 3 clusters Score -1019632 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1019884.375000 Penalty: 3165.336670
	Iteration 3Q: 3 clusters Score -1019884 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1020111.625000 Penalty: 3165.336670
	Iteration 4Q: 3 clusters Score -1020112 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1020334.500000 Penalty: 3165.336670
	Iteration 5Q: 3 clusters Score -1020334 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1020566.687500 Penalty: 3165.336670
	Iteration 6Q: 3 clusters Score -1020567 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1020790.937500 Penalty: 3165.336670
	Iteration 7Q: 3 clusters Score -1020791 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1021025.375000 Penalty: 3165.336670
	Iteration 8Q: 3 clusters Score -1021025 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1021311.187500 Penalty: 3165.336670
	Iteration 9Q: 3 clusters Score -1021311 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1021655.125000 Penalty: 3165.336670
	Iteration 10Q: 3 clusters Score -1021655 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1022134.312500 Penalty: 3165.336670
	Iteration 11F: 3 clusters Score -1022134 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1022699.187500 Penalty: 3165.336670
	Iteration 12F: 3 clusters Score -1022699 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1023322.500000 Penalty: 3165.336670
	Iteration 13F: 3 clusters Score -1023322 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1023983.625000 Penalty: 3165.336670
	Iteration 14Q: 3 clusters Score -1023984 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1024525.250000 Penalty: 3165.336670
	Iteration 15Q: 3 clusters Score -1024525 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1024943.625000 Penalty: 3165.336670
	Iteration 16Q: 3 clusters Score -1024944 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1025204.687500 Penalty: 3165.336670
	Iteration 17Q: 3 clusters Score -1025205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1025374.250000 Penalty: 3165.336670
	Iteration 18Q: 3 clusters Score -1025374 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1025494.312500 Penalty: 3165.336670
	Iteration 19Q: 3 clusters Score -1025494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1025573.375000 Penalty: 3165.336670
	Iteration 20F: 3 clusters Score -1025573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1025630.625000 Penalty: 3165.336670
	Iteration 21Q: 3 clusters Score -1025631 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1025684.375000 Penalty: 3165.336670
	Iteration 22Q: 3 clusters Score -1025684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1025722.375000 Penalty: 3165.336670
	Iteration 23Q: 3 clusters Score -1025722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1025745.125000 Penalty: 3165.336670
	Iteration 24Q: 3 clusters Score -1025745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1025764.812500 Penalty: 3165.336670
	Iteration 25Q: 3 clusters Score -1025765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1025783.062500 Penalty: 3165.336670
	Iteration 26Q: 3 clusters Score -1025783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1025799.875000 Penalty: 3165.336670
	Iteration 27Q: 3 clusters Score -1025800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1025817.937500 Penalty: 3165.336670
	Iteration 28Q: 3 clusters Score -1025818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1025833.500000 Penalty: 3165.336670
	Iteration 29Q: 3 clusters Score -1025834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1025846.125000 Penalty: 3165.336670
	Iteration 30Q: 3 clusters Score -1025846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1025855.625000 Penalty: 3165.336670
	Iteration 31Q: 3 clusters Score -1025856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1025864.062500 Penalty: 3165.336670
	Iteration 32Q: 3 clusters Score -1025864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1025869.125000 Penalty: 3165.336670
	Iteration 33Q: 3 clusters Score -1025869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1025871.875000 Penalty: 3165.336670
	Iteration 34Q: 3 clusters Score -1025872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1025872.875000 Penalty: 3165.336670
	Iteration 35Q: 3 clusters Score -1025873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1025873.187500 Penalty: 3165.336670
	Iteration 36Q: 3 clusters Score -1025873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1025876.125000 Penalty: 3165.336670
	Iteration 37Q: 3 clusters Score -1025876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1025878.250000 Penalty: 3165.336670
	Iteration 38Q: 3 clusters Score -1025878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1025877.687500 Penalty: 3165.336670
	Iteration 39Q: 3 clusters Score -1025878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1025880.937500 Penalty: 3165.336670
	Iteration 40F: 3 clusters Score -1025881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1025880.937500 Penalty: 3165.336670
	Iteration 41Q: 3 clusters Score -1025881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1025883.812500 Penalty: 3165.336670
	Iteration 42Q: 3 clusters Score -1025884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1025886.500000 Penalty: 3165.336670
	Iteration 43Q: 3 clusters Score -1025886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1025886.312500 Penalty: 3165.336670
	Iteration 44Q: 3 clusters Score -1025886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1025887.562500 Penalty: 3165.336670
	Iteration 45Q: 3 clusters Score -1025888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1025888.875000 Penalty: 3165.336670
	Iteration 46Q: 3 clusters Score -1025889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1025889.562500 Penalty: 3165.336670
	Iteration 47Q: 3 clusters Score -1025890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1025889.437500 Penalty: 3165.336670
	Iteration 48Q: 3 clusters Score -1025889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1025889.875000 Penalty: 3165.336670
	Iteration 49Q: 3 clusters Score -1025890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1025892.875000 Penalty: 3165.336670
	Iteration 50Q: 3 clusters Score -1025893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1025890.250000 Penalty: 3165.336670
	Iteration 51Q: 3 clusters Score -1025890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1025891.312500 Penalty: 3165.336670
	Iteration 52Q: 3 clusters Score -1025891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1025891.125000 Penalty: 3165.336670
	Iteration 53Q: 3 clusters Score -1025891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1025891.250000 Penalty: 3165.336670
	Iteration 54Q: 3 clusters Score -1025891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1025890.500000 Penalty: 3165.336670
	Iteration 55Q: 3 clusters Score -1025890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1025890.500000 Penalty: 3165.336670
	Iteration 56F: 3 clusters Score -1025890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -371100.687500 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -371100.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -366384.468750 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -366384.5 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -368023.375000 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -368023.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -368528.437500 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -368528.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -368987.312500 Penalty: 2839.619873
	Iteration 3F: 3 clusters Score -368987.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -369366.281250 Penalty: 2839.619873
	Iteration 4F: 3 clusters Score -369366.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -369608.093750 Penalty: 2839.619873
	Iteration 5F: 3 clusters Score -369608.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -369744.468750 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -369744.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -369841.687500 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -369841.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -369910.625000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -369910.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -369972.250000 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -369972.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -370018.468750 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -370018.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -370049.562500 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -370049.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -370072.656250 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -370072.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -370091.343750 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -370091.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -370104.218750 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -370104.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -370120.562500 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -370120.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -370136.000000 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -370136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -370148.812500 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -370148.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -370159.218750 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -370159.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -370169.343750 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -370169.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -370182.062500 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -370182.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -370191.562500 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -370191.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -370205.500000 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -370205.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -370220.187500 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -370220.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -370231.218750 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -370231.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -370242.531250 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -370242.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -370252.531250 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -370252.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -370267.218750 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -370267.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -370284.062500 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -370284.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -370302.156250 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -370302.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -370314.843750 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -370314.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -370328.593750 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -370328.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -370342.031250 Penalty: 2839.619873
	Iteration 32Q: 3 clusters Score -370342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -370354.000000 Penalty: 2839.619873
	Iteration 33Q: 3 clusters Score -370354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -370368.468750 Penalty: 2839.619873
	Iteration 34Q: 3 clusters Score -370368.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -370376.562500 Penalty: 2839.619873
	Iteration 35Q: 3 clusters Score -370376.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -370383.218750 Penalty: 2839.619873
	Iteration 36Q: 3 clusters Score -370383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -370385.906250 Penalty: 2839.619873
	Iteration 37Q: 3 clusters Score -370385.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -370390.875000 Penalty: 2839.619873
	Iteration 38Q: 3 clusters Score -370390.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -370394.375000 Penalty: 2839.619873
	Iteration 39Q: 3 clusters Score -370394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370395.593750 Penalty: 2839.619873
	Iteration 40F: 3 clusters Score -370395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -370396.968750 Penalty: 2839.619873
	Iteration 41Q: 3 clusters Score -370397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -370399.562500 Penalty: 2839.619873
	Iteration 42Q: 3 clusters Score -370399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -370402.406250 Penalty: 2839.619873
	Iteration 43Q: 3 clusters Score -370402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -370404.093750 Penalty: 2839.619873
	Iteration 44Q: 3 clusters Score -370404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370406.156250 Penalty: 2839.619873
	Iteration 45Q: 3 clusters Score -370406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -370408.250000 Penalty: 2839.619873
	Iteration 46Q: 3 clusters Score -370408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -370409.781250 Penalty: 2839.619873
	Iteration 47Q: 3 clusters Score -370409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -370411.906250 Penalty: 2839.619873
	Iteration 48Q: 3 clusters Score -370411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -370413.968750 Penalty: 2839.619873
	Iteration 49Q: 3 clusters Score -370414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -370413.781250 Penalty: 2839.619873
	Iteration 50Q: 3 clusters Score -370413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -370413.875000 Penalty: 2839.619873
	Iteration 51Q: 3 clusters Score -370413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -370416.375000 Penalty: 2839.619873
	Iteration 52Q: 3 clusters Score -370416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -370418.031250 Penalty: 2839.619873
	Iteration 53Q: 3 clusters Score -370418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -370419.437500 Penalty: 2839.619873
	Iteration 54Q: 3 clusters Score -370419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -370421.468750 Penalty: 2839.619873
	Iteration 55Q: 3 clusters Score -370421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -370423.312500 Penalty: 2839.619873
	Iteration 56Q: 3 clusters Score -370423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -370424.750000 Penalty: 2839.619873
	Iteration 57Q: 3 clusters Score -370424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -370426.562500 Penalty: 2839.619873
	Iteration 58Q: 3 clusters Score -370426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -370427.281250 Penalty: 2839.619873
	Iteration 59Q: 3 clusters Score -370427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -370428.593750 Penalty: 2839.619873
	Iteration 60F: 3 clusters Score -370428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -370430.031250 Penalty: 2839.619873
	Iteration 61Q: 3 clusters Score -370430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -370430.906250 Penalty: 2839.619873
	Iteration 62Q: 3 clusters Score -370430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -370431.468750 Penalty: 2839.619873
	Iteration 63Q: 3 clusters Score -370431.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -370432.875000 Penalty: 2839.619873
	Iteration 64Q: 3 clusters Score -370432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -370433.843750 Penalty: 2839.619873
	Iteration 65Q: 3 clusters Score -370433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -370433.500000 Penalty: 2839.619873
	Iteration 66Q: 3 clusters Score -370433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -370435.937500 Penalty: 2839.619873
	Iteration 67Q: 3 clusters Score -370435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -370437.093750 Penalty: 2839.619873
	Iteration 68Q: 3 clusters Score -370437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -370437.093750 Penalty: 2839.619873
	Iteration 69Q: 3 clusters Score -370437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -370437.406250 Penalty: 2839.619873
	Iteration 70Q: 3 clusters Score -370437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -370437.843750 Penalty: 2839.619873
	Iteration 71Q: 3 clusters Score -370437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -370438.468750 Penalty: 2839.619873
	Iteration 72Q: 3 clusters Score -370438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -370438.906250 Penalty: 2839.619873
	Iteration 73Q: 3 clusters Score -370438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -370438.031250 Penalty: 2839.619873
	Iteration 74Q: 3 clusters Score -370438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -370439.093750 Penalty: 2839.619873
	Iteration 75Q: 3 clusters Score -370439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -370440.843750 Penalty: 2839.619873
	Iteration 76Q: 3 clusters Score -370440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -370440.781250 Penalty: 2839.619873
	Iteration 77Q: 3 clusters Score -370440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -370442.687500 Penalty: 2839.619873
	Iteration 78Q: 3 clusters Score -370442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -370444.312500 Penalty: 2839.619873
	Iteration 79Q: 3 clusters Score -370444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -370444.531250 Penalty: 2839.619873
	Iteration 80F: 3 clusters Score -370444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -370445.437500 Penalty: 2839.619873
	Iteration 81Q: 3 clusters Score -370445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -370446.281250 Penalty: 2839.619873
	Iteration 82Q: 3 clusters Score -370446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -370445.531250 Penalty: 2839.619873
	Iteration 83Q: 3 clusters Score -370445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -370447.000000 Penalty: 2839.619873
	Iteration 84Q: 3 clusters Score -370447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -370447.093750 Penalty: 2839.619873
	Iteration 85Q: 3 clusters Score -370447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -370446.718750 Penalty: 2839.619873
	Iteration 86Q: 3 clusters Score -370446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -370446.781250 Penalty: 2839.619873
	Iteration 87Q: 3 clusters Score -370446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -370448.187500 Penalty: 2839.619873
	Iteration 88Q: 3 clusters Score -370448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -370449.281250 Penalty: 2839.619873
	Iteration 89Q: 3 clusters Score -370449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -370449.375000 Penalty: 2839.619873
	Iteration 90Q: 3 clusters Score -370449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -370453.906250 Penalty: 2839.619873
	Iteration 91Q: 3 clusters Score -370453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -370455.031250 Penalty: 2839.619873
	Iteration 92Q: 3 clusters Score -370455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -370456.687500 Penalty: 2839.619873
	Iteration 93Q: 3 clusters Score -370456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -370457.625000 Penalty: 2839.619873
	Iteration 94Q: 3 clusters Score -370457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -370457.968750 Penalty: 2839.619873
	Iteration 95Q: 3 clusters Score -370458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -370458.593750 Penalty: 2839.619873
	Iteration 96Q: 3 clusters Score -370458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -370458.500000 Penalty: 2839.619873
	Iteration 97Q: 3 clusters Score -370458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -370458.843750 Penalty: 2839.619873
	Iteration 98Q: 3 clusters Score -370458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -370458.843750 Penalty: 2839.619873
	Iteration 99F: 3 clusters Score -370458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -329063.468750 Penalty: 1402.807739
	Iteration 0F: 2 clusters Score -329063.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -324736.468750 Penalty: 2805.615479
	Iteration 0F: 3 clusters Score -324736.5 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -325919.281250 Penalty: 2805.615479
	Iteration 1F: 3 clusters Score -325919.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -326122.937500 Penalty: 2805.615479
	Iteration 2F: 3 clusters Score -326122.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -326287.375000 Penalty: 2805.615479
	Iteration 3F: 3 clusters Score -326287.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -326438.593750 Penalty: 2805.615479
	Iteration 4Q: 3 clusters Score -326438.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -326555.343750 Penalty: 2805.615479
	Iteration 5Q: 3 clusters Score -326555.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -326683.906250 Penalty: 2805.615479
	Iteration 6Q: 3 clusters Score -326683.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -326805.218750 Penalty: 2805.615479
	Iteration 7Q: 3 clusters Score -326805.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -326907.406250 Penalty: 2805.615479
	Iteration 8Q: 3 clusters Score -326907.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -327013.781250 Penalty: 2805.615479
	Iteration 9Q: 3 clusters Score -327013.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -327130.656250 Penalty: 2805.615479
	Iteration 10Q: 3 clusters Score -327130.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -327234.500000 Penalty: 2805.615479
	Iteration 11Q: 3 clusters Score -327234.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -327329.468750 Penalty: 2805.615479
	Iteration 12Q: 3 clusters Score -327329.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -327400.093750 Penalty: 2805.615479
	Iteration 13Q: 3 clusters Score -327400.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -327449.625000 Penalty: 2805.615479
	Iteration 14Q: 3 clusters Score -327449.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -327489.156250 Penalty: 2805.615479
	Iteration 15Q: 3 clusters Score -327489.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -327514.750000 Penalty: 2805.615479
	Iteration 16Q: 3 clusters Score -327514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -327529.906250 Penalty: 2805.615479
	Iteration 17Q: 3 clusters Score -327529.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -327544.062500 Penalty: 2805.615479
	Iteration 18Q: 3 clusters Score -327544.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -327556.937500 Penalty: 2805.615479
	Iteration 19Q: 3 clusters Score -327556.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -327569.906250 Penalty: 2805.615479
	Iteration 20F: 3 clusters Score -327569.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -327582.625000 Penalty: 2805.615479
	Iteration 21Q: 3 clusters Score -327582.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -327590.156250 Penalty: 2805.615479
	Iteration 22Q: 3 clusters Score -327590.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -327593.750000 Penalty: 2805.615479
	Iteration 23Q: 3 clusters Score -327593.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -327597.062500 Penalty: 2805.615479
	Iteration 24Q: 3 clusters Score -327597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327598.968750 Penalty: 2805.615479
	Iteration 25Q: 3 clusters Score -327599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327599.937500 Penalty: 2805.615479
	Iteration 26Q: 3 clusters Score -327599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327601.468750 Penalty: 2805.615479
	Iteration 27Q: 3 clusters Score -327601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327603.718750 Penalty: 2805.615479
	Iteration 28Q: 3 clusters Score -327603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327604.031250 Penalty: 2805.615479
	Iteration 29Q: 3 clusters Score -327604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -327605.500000 Penalty: 2805.615479
	Iteration 30Q: 3 clusters Score -327605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -327607.000000 Penalty: 2805.615479
	Iteration 31Q: 3 clusters Score -327607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -327607.781250 Penalty: 2805.615479
	Iteration 32Q: 3 clusters Score -327607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -327609.031250 Penalty: 2805.615479
	Iteration 33Q: 3 clusters Score -327609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327610.031250 Penalty: 2805.615479
	Iteration 34Q: 3 clusters Score -327610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -327610.125000 Penalty: 2805.615479
	Iteration 35Q: 3 clusters Score -327610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -327610.125000 Penalty: 2805.615479
	Iteration 36F: 3 clusters Score -327610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -854600.125000 Penalty: 1558.087280
	Iteration 0F: 2 clusters Score -854600.1 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 7337 members 
Entering Unmasked Estep 
Score: -844444.187500 Penalty: 3116.174561
	Iteration 0F: 3 clusters Score -844444.2 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -848173.125000 Penalty: 3116.174561
	Iteration 1F: 3 clusters Score -848173.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -848646.312500 Penalty: 3116.174561
	Iteration 2F: 3 clusters Score -848646.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -849135.812500 Penalty: 3116.174561
	Iteration 3F: 3 clusters Score -849135.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -849637.437500 Penalty: 3116.174561
	Iteration 4F: 3 clusters Score -849637.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -850137.187500 Penalty: 3116.174561
	Iteration 5F: 3 clusters Score -850137.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -850645.187500 Penalty: 3116.174561
	Iteration 6F: 3 clusters Score -850645.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -851121.812500 Penalty: 3116.174561
	Iteration 7F: 3 clusters Score -851121.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -851501.125000 Penalty: 3116.174561
	Iteration 8Q: 3 clusters Score -851501.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -851826.062500 Penalty: 3116.174561
	Iteration 9Q: 3 clusters Score -851826.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -852133.437500 Penalty: 3116.174561
	Iteration 10Q: 3 clusters Score -852133.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -852415.812500 Penalty: 3116.174561
	Iteration 11Q: 3 clusters Score -852415.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -852667.937500 Penalty: 3116.174561
	Iteration 12Q: 3 clusters Score -852667.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -852910.937500 Penalty: 3116.174561
	Iteration 13Q: 3 clusters Score -852910.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -853121.312500 Penalty: 3116.174561
	Iteration 14Q: 3 clusters Score -853121.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -853294.500000 Penalty: 3116.174561
	Iteration 15Q: 3 clusters Score -853294.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -853421.187500 Penalty: 3116.174561
	Iteration 16Q: 3 clusters Score -853421.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -853513.625000 Penalty: 3116.174561
	Iteration 17Q: 3 clusters Score -853513.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -853582.750000 Penalty: 3116.174561
	Iteration 18Q: 3 clusters Score -853582.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -853626.937500 Penalty: 3116.174561
	Iteration 19Q: 3 clusters Score -853626.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -853669.937500 Penalty: 3116.174561
	Iteration 20F: 3 clusters Score -853669.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -853705.125000 Penalty: 3116.174561
	Iteration 21Q: 3 clusters Score -853705.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -853728.625000 Penalty: 3116.174561
	Iteration 22Q: 3 clusters Score -853728.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -853754.125000 Penalty: 3116.174561
	Iteration 23Q: 3 clusters Score -853754.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -853767.812500 Penalty: 3116.174561
	Iteration 24Q: 3 clusters Score -853767.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -853781.437500 Penalty: 3116.174561
	Iteration 25Q: 3 clusters Score -853781.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -853788.562500 Penalty: 3116.174561
	Iteration 26Q: 3 clusters Score -853788.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -853798.312500 Penalty: 3116.174561
	Iteration 27Q: 3 clusters Score -853798.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -853806.062500 Penalty: 3116.174561
	Iteration 28Q: 3 clusters Score -853806.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -853821.750000 Penalty: 3116.174561
	Iteration 29Q: 3 clusters Score -853821.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -853842.437500 Penalty: 3116.174561
	Iteration 30Q: 3 clusters Score -853842.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -853860.875000 Penalty: 3116.174561
	Iteration 31Q: 3 clusters Score -853860.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -853882.812500 Penalty: 3116.174561
	Iteration 32Q: 3 clusters Score -853882.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -853908.750000 Penalty: 3116.174561
	Iteration 33Q: 3 clusters Score -853908.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -853927.750000 Penalty: 3116.174561
	Iteration 34Q: 3 clusters Score -853927.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -853950.812500 Penalty: 3116.174561
	Iteration 35Q: 3 clusters Score -853950.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -853984.000000 Penalty: 3116.174561
	Iteration 36Q: 3 clusters Score -853984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -854020.625000 Penalty: 3116.174561
	Iteration 37Q: 3 clusters Score -854020.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -854061.187500 Penalty: 3116.174561
	Iteration 38Q: 3 clusters Score -854061.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -854116.875000 Penalty: 3116.174561
	Iteration 39Q: 3 clusters Score -854116.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -854175.500000 Penalty: 3116.174561
	Iteration 40F: 3 clusters Score -854175.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -854227.000000 Penalty: 3116.174561
	Iteration 41Q: 3 clusters Score -854227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -854262.812500 Penalty: 3116.174561
	Iteration 42Q: 3 clusters Score -854262.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -854292.375000 Penalty: 3116.174561
	Iteration 43Q: 3 clusters Score -854292.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -854310.500000 Penalty: 3116.174561
	Iteration 44Q: 3 clusters Score -854310.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -854329.750000 Penalty: 3116.174561
	Iteration 45Q: 3 clusters Score -854329.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -854355.937500 Penalty: 3116.174561
	Iteration 46Q: 3 clusters Score -854355.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -854373.375000 Penalty: 3116.174561
	Iteration 47Q: 3 clusters Score -854373.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -854388.687500 Penalty: 3116.174561
	Iteration 48Q: 3 clusters Score -854388.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -854398.750000 Penalty: 3116.174561
	Iteration 49Q: 3 clusters Score -854398.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -854411.312500 Penalty: 3116.174561
	Iteration 50Q: 3 clusters Score -854411.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -854417.000000 Penalty: 3116.174561
	Iteration 51Q: 3 clusters Score -854417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -854427.375000 Penalty: 3116.174561
	Iteration 52Q: 3 clusters Score -854427.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -854444.125000 Penalty: 3116.174561
	Iteration 53Q: 3 clusters Score -854444.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -854455.000000 Penalty: 3116.174561
	Iteration 54Q: 3 clusters Score -854455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -854472.562500 Penalty: 3116.174561
	Iteration 55Q: 3 clusters Score -854472.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -854493.750000 Penalty: 3116.174561
	Iteration 56Q: 3 clusters Score -854493.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -854514.187500 Penalty: 3116.174561
	Iteration 57Q: 3 clusters Score -854514.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -854526.937500 Penalty: 3116.174561
	Iteration 58Q: 3 clusters Score -854526.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -854538.500000 Penalty: 3116.174561
	Iteration 59Q: 3 clusters Score -854538.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -854546.937500 Penalty: 3116.174561
	Iteration 60F: 3 clusters Score -854546.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -854550.625000 Penalty: 3116.174561
	Iteration 61Q: 3 clusters Score -854550.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -854557.875000 Penalty: 3116.174561
	Iteration 62Q: 3 clusters Score -854557.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -854559.312500 Penalty: 3116.174561
	Iteration 63Q: 3 clusters Score -854559.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -854566.187500 Penalty: 3116.174561
	Iteration 64Q: 3 clusters Score -854566.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -854566.750000 Penalty: 3116.174561
	Iteration 65Q: 3 clusters Score -854566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -854570.437500 Penalty: 3116.174561
	Iteration 66Q: 3 clusters Score -854570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -854569.125000 Penalty: 3116.174561
	Iteration 67Q: 3 clusters Score -854569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -854570.250000 Penalty: 3116.174561
	Iteration 68Q: 3 clusters Score -854570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -854570.187500 Penalty: 3116.174561
	Iteration 69Q: 3 clusters Score -854570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -854569.312500 Penalty: 3116.174561
	Iteration 70Q: 3 clusters Score -854569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -854569.312500 Penalty: 3116.174561
	Iteration 71Q: 3 clusters Score -854569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -854572.437500 Penalty: 3116.174561
	Iteration 72Q: 3 clusters Score -854572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -854572.125000 Penalty: 3116.174561
	Iteration 73Q: 3 clusters Score -854572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -854572.875000 Penalty: 3116.174561
	Iteration 74Q: 3 clusters Score -854572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -854572.437500 Penalty: 3116.174561
	Iteration 75Q: 3 clusters Score -854572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -854576.062500 Penalty: 3116.174561
	Iteration 76Q: 3 clusters Score -854576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -854575.750000 Penalty: 3116.174561
	Iteration 77Q: 3 clusters Score -854575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -854574.625000 Penalty: 3116.174561
	Iteration 78Q: 3 clusters Score -854574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -854574.312500 Penalty: 3116.174561
	Iteration 79Q: 3 clusters Score -854574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -854574.312500 Penalty: 3116.174561
	Iteration 80F: 3 clusters Score -854574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Entering Unmasked Estep 
Score: -641912.125000 Penalty: 1517.071899
	Iteration 0F: 2 clusters Score -641912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -633878.250000 Penalty: 3034.143799
	Iteration 0F: 3 clusters Score -633878.2 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -636551.187500 Penalty: 3034.143799
	Iteration 1F: 3 clusters Score -636551.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -636824.875000 Penalty: 3034.143799
	Iteration 2F: 3 clusters Score -636824.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -637025.500000 Penalty: 3034.143799
	Iteration 3Q: 3 clusters Score -637025.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -637174.500000 Penalty: 3034.143799
	Iteration 4Q: 3 clusters Score -637174.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -637317.125000 Penalty: 3034.143799
	Iteration 5Q: 3 clusters Score -637317.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -637473.125000 Penalty: 3034.143799
	Iteration 6Q: 3 clusters Score -637473.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -637633.125000 Penalty: 3034.143799
	Iteration 7Q: 3 clusters Score -637633.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -637820.500000 Penalty: 3034.143799
	Iteration 8Q: 3 clusters Score -637820.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -638043.437500 Penalty: 3034.143799
	Iteration 9Q: 3 clusters Score -638043.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -638281.125000 Penalty: 3034.143799
	Iteration 10Q: 3 clusters Score -638281.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -638582.125000 Penalty: 3034.143799
	Iteration 11Q: 3 clusters Score -638582.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -638889.500000 Penalty: 3034.143799
	Iteration 12Q: 3 clusters Score -638889.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -639159.375000 Penalty: 3034.143799
	Iteration 13Q: 3 clusters Score -639159.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -639410.500000 Penalty: 3034.143799
	Iteration 14Q: 3 clusters Score -639410.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -639609.000000 Penalty: 3034.143799
	Iteration 15Q: 3 clusters Score -639609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -639795.250000 Penalty: 3034.143799
	Iteration 16Q: 3 clusters Score -639795.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -639966.437500 Penalty: 3034.143799
	Iteration 17Q: 3 clusters Score -639966.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -640128.375000 Penalty: 3034.143799
	Iteration 18Q: 3 clusters Score -640128.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -640295.437500 Penalty: 3034.143799
	Iteration 19Q: 3 clusters Score -640295.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -640429.812500 Penalty: 3034.143799
	Iteration 20F: 3 clusters Score -640429.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -640544.187500 Penalty: 3034.143799
	Iteration 21Q: 3 clusters Score -640544.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -640654.062500 Penalty: 3034.143799
	Iteration 22Q: 3 clusters Score -640654.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -640729.687500 Penalty: 3034.143799
	Iteration 23Q: 3 clusters Score -640729.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -640794.062500 Penalty: 3034.143799
	Iteration 24Q: 3 clusters Score -640794.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -640843.875000 Penalty: 3034.143799
	Iteration 25Q: 3 clusters Score -640843.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -640877.125000 Penalty: 3034.143799
	Iteration 26Q: 3 clusters Score -640877.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -640909.187500 Penalty: 3034.143799
	Iteration 27Q: 3 clusters Score -640909.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -640934.500000 Penalty: 3034.143799
	Iteration 28Q: 3 clusters Score -640934.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -640953.375000 Penalty: 3034.143799
	Iteration 29Q: 3 clusters Score -640953.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -640965.437500 Penalty: 3034.143799
	Iteration 30Q: 3 clusters Score -640965.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -640974.875000 Penalty: 3034.143799
	Iteration 31Q: 3 clusters Score -640974.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -640981.125000 Penalty: 3034.143799
	Iteration 32Q: 3 clusters Score -640981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -640988.250000 Penalty: 3034.143799
	Iteration 33Q: 3 clusters Score -640988.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -640997.125000 Penalty: 3034.143799
	Iteration 34Q: 3 clusters Score -640997.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -641006.500000 Penalty: 3034.143799
	Iteration 35Q: 3 clusters Score -641006.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -641010.625000 Penalty: 3034.143799
	Iteration 36Q: 3 clusters Score -641010.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -641015.875000 Penalty: 3034.143799
	Iteration 37Q: 3 clusters Score -641015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -641017.187500 Penalty: 3034.143799
	Iteration 38Q: 3 clusters Score -641017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -641017.875000 Penalty: 3034.143799
	Iteration 39Q: 3 clusters Score -641017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -641019.000000 Penalty: 3034.143799
	Iteration 40F: 3 clusters Score -641019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -641017.937500 Penalty: 3034.143799
	Iteration 41Q: 3 clusters Score -641017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -641018.812500 Penalty: 3034.143799
	Iteration 42Q: 3 clusters Score -641018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -641019.250000 Penalty: 3034.143799
	Iteration 43Q: 3 clusters Score -641019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -641019.750000 Penalty: 3034.143799
	Iteration 44Q: 3 clusters Score -641019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -641019.750000 Penalty: 3034.143799
	Iteration 45F: 3 clusters Score -641019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -81762.554688 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -81762.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -79957.484375 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -79957.48 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80313.429688 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -80313.43 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -80416.265625 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -80416.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -80472.617188 Penalty: 2376.796631
	Iteration 3Q: 3 clusters Score -80472.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -80493.460938 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -80493.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -80508.210938 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -80508.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -80518.757812 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -80518.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -80523.523438 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -80523.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -80528.914062 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -80528.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -80535.757812 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -80535.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -80541.164062 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -80541.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -80544.421875 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -80544.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -80549.039062 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -80549.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -80550.351562 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -80550.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -80552.640625 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -80552.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -80555.335938 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -80555.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -80558.140625 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -80558.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -80561.570312 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -80561.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -80572.187500 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -80572.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -80580.804688 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -80580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -80585.203125 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -80585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -80588.054688 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -80588.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -80590.250000 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -80590.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -80591.093750 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -80591.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -80592.812500 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -80592.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -80594.335938 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -80594.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -80595.414062 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -80595.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -80595.414062 Penalty: 2376.796631
	Iteration 27F: 3 clusters Score -80595.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -140457.750000 Penalty: 1282.766113
	Iteration 0F: 2 clusters Score -140457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -137956.765625 Penalty: 2565.532227
	Iteration 0F: 3 clusters Score -137956.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -138653.859375 Penalty: 2565.532227
	Iteration 1F: 3 clusters Score -138653.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -138865.859375 Penalty: 2565.532227
	Iteration 2F: 3 clusters Score -138865.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -139013.062500 Penalty: 2565.532227
	Iteration 3F: 3 clusters Score -139013.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -139122.984375 Penalty: 2565.532227
	Iteration 4F: 3 clusters Score -139123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -139197.156250 Penalty: 2565.532227
	Iteration 5Q: 3 clusters Score -139197.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139256.250000 Penalty: 2565.532227
	Iteration 6Q: 3 clusters Score -139256.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -139297.718750 Penalty: 2565.532227
	Iteration 7Q: 3 clusters Score -139297.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -139331.343750 Penalty: 2565.532227
	Iteration 8Q: 3 clusters Score -139331.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139356.093750 Penalty: 2565.532227
	Iteration 9Q: 3 clusters Score -139356.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139381.203125 Penalty: 2565.532227
	Iteration 10Q: 3 clusters Score -139381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139396.687500 Penalty: 2565.532227
	Iteration 11Q: 3 clusters Score -139396.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -139406.437500 Penalty: 2565.532227
	Iteration 12Q: 3 clusters Score -139406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139417.281250 Penalty: 2565.532227
	Iteration 13Q: 3 clusters Score -139417.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -139430.281250 Penalty: 2565.532227
	Iteration 14Q: 3 clusters Score -139430.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139440.468750 Penalty: 2565.532227
	Iteration 15Q: 3 clusters Score -139440.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139446.734375 Penalty: 2565.532227
	Iteration 16Q: 3 clusters Score -139446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -139456.437500 Penalty: 2565.532227
	Iteration 17Q: 3 clusters Score -139456.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -139466.734375 Penalty: 2565.532227
	Iteration 18Q: 3 clusters Score -139466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139478.812500 Penalty: 2565.532227
	Iteration 19Q: 3 clusters Score -139478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139487.718750 Penalty: 2565.532227
	Iteration 20F: 3 clusters Score -139487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -139497.093750 Penalty: 2565.532227
	Iteration 21Q: 3 clusters Score -139497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139502.171875 Penalty: 2565.532227
	Iteration 22Q: 3 clusters Score -139502.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -139512.125000 Penalty: 2565.532227
	Iteration 23Q: 3 clusters Score -139512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -139518.484375 Penalty: 2565.532227
	Iteration 24Q: 3 clusters Score -139518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -139523.515625 Penalty: 2565.532227
	Iteration 25Q: 3 clusters Score -139523.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139535.562500 Penalty: 2565.532227
	Iteration 26Q: 3 clusters Score -139535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -139542.015625 Penalty: 2565.532227
	Iteration 27Q: 3 clusters Score -139542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -139548.312500 Penalty: 2565.532227
	Iteration 28Q: 3 clusters Score -139548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -139553.796875 Penalty: 2565.532227
	Iteration 29Q: 3 clusters Score -139553.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -139556.578125 Penalty: 2565.532227
	Iteration 30Q: 3 clusters Score -139556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139557.515625 Penalty: 2565.532227
	Iteration 31Q: 3 clusters Score -139557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -139557.953125 Penalty: 2565.532227
	Iteration 32Q: 3 clusters Score -139558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -139558.812500 Penalty: 2565.532227
	Iteration 33Q: 3 clusters Score -139558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -139558.937500 Penalty: 2565.532227
	Iteration 34Q: 3 clusters Score -139558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -139559.359375 Penalty: 2565.532227
	Iteration 35Q: 3 clusters Score -139559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -139559.359375 Penalty: 2565.532227
	Iteration 36F: 3 clusters Score -139559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -79210.515625 Penalty: 1202.799316
	Iteration 0F: 2 clusters Score -79210.52 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 794 members 
Entering Unmasked Estep 
Score: -77416.007812 Penalty: 2405.598633
	Iteration 0F: 3 clusters Score -77416.01 nChanged 517
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: -77792.828125 Penalty: 2405.598633
	Iteration 1F: 3 clusters Score -77792.83 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -77896.515625 Penalty: 2405.598633
	Iteration 2F: 3 clusters Score -77896.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77956.007812 Penalty: 2405.598633
	Iteration 3Q: 3 clusters Score -77956.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77988.812500 Penalty: 2405.598633
	Iteration 4Q: 3 clusters Score -77988.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78015.781250 Penalty: 2405.598633
	Iteration 5Q: 3 clusters Score -78015.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -78035.414062 Penalty: 2405.598633
	Iteration 6Q: 3 clusters Score -78035.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -78051.625000 Penalty: 2405.598633
	Iteration 7Q: 3 clusters Score -78051.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -78066.531250 Penalty: 2405.598633
	Iteration 8Q: 3 clusters Score -78066.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78082.453125 Penalty: 2405.598633
	Iteration 9Q: 3 clusters Score -78082.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -78097.296875 Penalty: 2405.598633
	Iteration 10Q: 3 clusters Score -78097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78117.492188 Penalty: 2405.598633
	Iteration 11Q: 3 clusters Score -78117.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -78135.523438 Penalty: 2405.598633
	Iteration 12Q: 3 clusters Score -78135.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -78155.570312 Penalty: 2405.598633
	Iteration 13Q: 3 clusters Score -78155.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78183.789062 Penalty: 2405.598633
	Iteration 14Q: 3 clusters Score -78183.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78232.757812 Penalty: 2405.598633
	Iteration 15Q: 3 clusters Score -78232.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -78305.351562 Penalty: 2405.598633
	Iteration 16Q: 3 clusters Score -78305.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -78423.125000 Penalty: 2405.598633
	Iteration 17Q: 3 clusters Score -78423.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -78580.601562 Penalty: 2405.598633
	Iteration 18Q: 3 clusters Score -78580.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -78705.070312 Penalty: 2405.598633
	Iteration 19Q: 3 clusters Score -78705.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -78811.328125 Penalty: 2405.598633
	Iteration 20F: 3 clusters Score -78811.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -78927.554688 Penalty: 2405.598633
	Iteration 21Q: 3 clusters Score -78927.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -79016.257812 Penalty: 2405.598633
	Iteration 22Q: 3 clusters Score -79016.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -79065.062500 Penalty: 2405.598633
	Iteration 23Q: 3 clusters Score -79065.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -79102.171875 Penalty: 2405.598633
	Iteration 24Q: 3 clusters Score -79102.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79115.554688 Penalty: 2405.598633
	Iteration 25Q: 3 clusters Score -79115.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79120.023438 Penalty: 2405.598633
	Iteration 26Q: 3 clusters Score -79120.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -79122.343750 Penalty: 2405.598633
	Iteration 27Q: 3 clusters Score -79122.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -79124.906250 Penalty: 2405.598633
	Iteration 28Q: 3 clusters Score -79124.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79126.898438 Penalty: 2405.598633
	Iteration 29Q: 3 clusters Score -79126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79129.179688 Penalty: 2405.598633
	Iteration 30Q: 3 clusters Score -79129.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -79132.609375 Penalty: 2405.598633
	Iteration 31Q: 3 clusters Score -79132.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79136.562500 Penalty: 2405.598633
	Iteration 32Q: 3 clusters Score -79136.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -79141.789062 Penalty: 2405.598633
	Iteration 33Q: 3 clusters Score -79141.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -79145.601562 Penalty: 2405.598633
	Iteration 34Q: 3 clusters Score -79145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -79146.453125 Penalty: 2405.598633
	Iteration 35Q: 3 clusters Score -79146.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -79147.250000 Penalty: 2405.598633
	Iteration 36Q: 3 clusters Score -79147.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -79147.250000 Penalty: 2405.598633
	Iteration 37F: 3 clusters Score -79147.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 66669 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 16975 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 14592 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555452.000000 Penalty: 41504.164062
Iteration 39Q: 22 clusters Score -1.055545e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 8578 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 66788 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 16976 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 14390 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556483.000000 Penalty: 41504.164062
Iteration 40F: 22 clusters Score -1.055648e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 8558 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 9315 members 
Mstep: Class 8 contains 66858 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 7610 members 
Mstep: Class 13 contains 16987 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 3417 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 14092 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557054.000000 Penalty: 41504.164062
Iteration 41Q: 22 clusters Score -1.055705e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 9313 members 
Mstep: Class 8 contains 66924 members 
Mstep: Class 9 contains 6497 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 7493 members 
Mstep: Class 13 contains 16999 members 
Mstep: Class 14 contains 6328 members 
Mstep: Class 15 contains 3557 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 13828 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557350.000000 Penalty: 41504.164062
Iteration 42Q: 22 clusters Score -1.055735e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 8 contains 66946 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 7427 members 
Mstep: Class 13 contains 17007 members 
Mstep: Class 14 contains 6341 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 13563 members 
Mstep: Class 18 contains 11947 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557598.000000 Penalty: 41504.164062
Iteration 43Q: 22 clusters Score -1.05576e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 8565 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 9315 members 
Mstep: Class 8 contains 66992 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 7358 members 
Mstep: Class 13 contains 17015 members 
Mstep: Class 14 contains 6339 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557844.000000 Penalty: 41504.164062
Iteration 44Q: 22 clusters Score -1.055784e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 9317 members 
Mstep: Class 8 contains 67032 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 7307 members 
Mstep: Class 13 contains 17015 members 
Mstep: Class 14 contains 6339 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 13100 members 
Mstep: Class 18 contains 12080 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557992.000000 Penalty: 41504.164062
Iteration 45Q: 22 clusters Score -1.055799e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 9316 members 
Mstep: Class 8 contains 67063 members 
Mstep: Class 9 contains 6341 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 7266 members 
Mstep: Class 13 contains 17019 members 
Mstep: Class 14 contains 6331 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 12882 members 
Mstep: Class 18 contains 12139 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558151.000000 Penalty: 41504.164062
Iteration 46Q: 22 clusters Score -1.055815e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 9315 members 
Mstep: Class 8 contains 67080 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 7223 members 
Mstep: Class 13 contains 17039 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558254.000000 Penalty: 41504.164062
Iteration 47Q: 22 clusters Score -1.055825e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 9317 members 
Mstep: Class 8 contains 67107 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 17053 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 12461 members 
Mstep: Class 18 contains 12215 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558371.000000 Penalty: 41504.164062
Iteration 48Q: 22 clusters Score -1.055837e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 9316 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 12258 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558522.000000 Penalty: 41504.164062
Iteration 49Q: 22 clusters Score -1.055852e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 9313 members 
Mstep: Class 8 contains 67153 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 17115 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 12069 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558631.000000 Penalty: 41504.164062
Iteration 50Q: 22 clusters Score -1.055863e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 67160 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 17143 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 4958 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 11902 members 
Mstep: Class 18 contains 12319 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558671.000000 Penalty: 41504.164062
Iteration 51Q: 22 clusters Score -1.055867e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 67161 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 17168 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 11759 members 
Mstep: Class 18 contains 12367 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558793.000000 Penalty: 41504.164062
Iteration 52Q: 22 clusters Score -1.055879e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 2965 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 67158 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 17190 members 
Mstep: Class 14 contains 6287 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 12425 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558891.000000 Penalty: 41504.164062
Iteration 53Q: 22 clusters Score -1.055889e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 9308 members 
Mstep: Class 8 contains 67134 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 7084 members 
Mstep: Class 13 contains 17215 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 12488 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558950.000000 Penalty: 41504.164062
Iteration 54Q: 22 clusters Score -1.055895e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 67118 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 11413 members 
Mstep: Class 18 contains 12524 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558988.000000 Penalty: 41504.164062
Iteration 55Q: 22 clusters Score -1.055899e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 8885 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67129 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 12555 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559055.000000 Penalty: 41504.164062
Iteration 56Q: 22 clusters Score -1.055906e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67134 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 17284 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 11220 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559131.000000 Penalty: 41504.164062
Iteration 57Q: 22 clusters Score -1.055913e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 67140 members 
Mstep: Class 9 contains 5902 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 17298 members 
Mstep: Class 14 contains 6241 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 12617 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559169.000000 Penalty: 41504.164062
Iteration 58Q: 22 clusters Score -1.055917e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 2948 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67136 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 5072 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559180.000000 Penalty: 41504.164062
Iteration 59Q: 22 clusters Score -1.055918e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 67131 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 11005 members 
Mstep: Class 18 contains 12679 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559267.000000 Penalty: 41504.164062
Iteration 60F: 22 clusters Score -1.055927e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67133 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5088 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 17341 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 10911 members 
Mstep: Class 18 contains 12717 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559292.000000 Penalty: 41504.164062
Iteration 61Q: 22 clusters Score -1.055929e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 9308 members 
Mstep: Class 8 contains 67131 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5098 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 5913 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 10811 members 
Mstep: Class 18 contains 12745 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559356.000000 Penalty: 41504.164062
Iteration 62Q: 22 clusters Score -1.055936e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 9033 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 6947 members 
Mstep: Class 13 contains 17374 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 18 contains 12780 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559430.000000 Penalty: 41504.164062
Iteration 63Q: 22 clusters Score -1.055943e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 9058 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 9310 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 6937 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 6107 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 10616 members 
Mstep: Class 18 contains 12799 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559508.000000 Penalty: 41504.164062
Iteration 64Q: 22 clusters Score -1.055951e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 2934 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 9308 members 
Mstep: Class 8 contains 67123 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 12 contains 6927 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 10519 members 
Mstep: Class 18 contains 12812 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559560.000000 Penalty: 41504.164062
Iteration 65Q: 22 clusters Score -1.055956e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 9124 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5138 members 
Mstep: Class 12 contains 6920 members 
Mstep: Class 13 contains 17455 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 20 contains 2468 members 
Mstep: Class 21 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559614.000000 Penalty: 41504.164062
Iteration 66Q: 22 clusters Score -1.055961e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9139 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 67103 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 6923 members 
Mstep: Class 13 contains 17477 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 12830 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 2463 members 
Mstep: Class 21 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559705.000000 Penalty: 41504.164062
Iteration 67Q: 22 clusters Score -1.05597e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67094 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5158 members 
Mstep: Class 12 contains 6922 members 
Mstep: Class 13 contains 17492 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559690.000000 Penalty: 41504.164062
Iteration 68Q: 22 clusters Score -1.055969e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 2918 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67083 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 6628 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 10127 members 
Mstep: Class 18 contains 12835 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559744.000000 Penalty: 41504.164062
Iteration 69Q: 22 clusters Score -1.055974e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9205 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67073 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 13 contains 17529 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559834.000000 Penalty: 41504.164062
Iteration 70Q: 22 clusters Score -1.055983e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9230 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 67078 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 6903 members 
Mstep: Class 13 contains 17546 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559886.000000 Penalty: 41504.164062
Iteration 71Q: 22 clusters Score -1.055989e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67068 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5175 members 
Mstep: Class 12 contains 6899 members 
Mstep: Class 13 contains 17558 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 9852 members 
Mstep: Class 18 contains 12836 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559919.000000 Penalty: 41504.164062
Iteration 72Q: 22 clusters Score -1.055992e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9303 members 
Mstep: Class 8 contains 67072 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 6899 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 6991 members 
Mstep: Class 16 contains 5779 members 
Mstep: Class 17 contains 9767 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559965.000000 Penalty: 41504.164062
Iteration 73Q: 22 clusters Score -1.055996e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 67070 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 17598 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 7060 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10559971.000000 Penalty: 41504.164062
Iteration 74Q: 22 clusters Score -1.055997e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 2892 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9299 members 
Mstep: Class 8 contains 67064 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5199 members 
Mstep: Class 12 contains 6885 members 
Mstep: Class 13 contains 17620 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 7125 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 9671 members 
Mstep: Class 18 contains 12841 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560048.000000 Penalty: 41504.164062
Iteration 75Q: 22 clusters Score -1.056005e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 9297 members 
Mstep: Class 8 contains 67053 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 12 contains 6880 members 
Mstep: Class 13 contains 17636 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 7182 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 9612 members 
Mstep: Class 18 contains 12842 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560068.000000 Penalty: 41504.164062
Iteration 76Q: 22 clusters Score -1.056007e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9292 members 
Mstep: Class 8 contains 67049 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 6880 members 
Mstep: Class 13 contains 17653 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 7245 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 12841 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560135.000000 Penalty: 41504.164062
Iteration 77Q: 22 clusters Score -1.056014e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 2524 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 67039 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 17666 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 9500 members 
Mstep: Class 18 contains 12843 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560203.000000 Penalty: 41504.164062
Iteration 78Q: 22 clusters Score -1.05602e+07 nChanged 214
Entering ConstructFrom: 
Score: -10560203.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -604054.875000 Penalty: 1504.050659
	Iteration 0F: 2 clusters Score -604054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -596618.625000 Penalty: 3008.101318
	Iteration 0F: 3 clusters Score -596618.6 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -599413.375000 Penalty: 3008.101318
	Iteration 1F: 3 clusters Score -599413.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -599928.812500 Penalty: 3008.101318
	Iteration 2F: 3 clusters Score -599928.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -600308.687500 Penalty: 3008.101318
	Iteration 3F: 3 clusters Score -600308.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -600595.625000 Penalty: 3008.101318
	Iteration 4F: 3 clusters Score -600595.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -600831.875000 Penalty: 3008.101318
	Iteration 5Q: 3 clusters Score -600831.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -601065.187500 Penalty: 3008.101318
	Iteration 6Q: 3 clusters Score -601065.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -601292.625000 Penalty: 3008.101318
	Iteration 7Q: 3 clusters Score -601292.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -601507.750000 Penalty: 3008.101318
	Iteration 8Q: 3 clusters Score -601507.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -601724.250000 Penalty: 3008.101318
	Iteration 9Q: 3 clusters Score -601724.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -601924.562500 Penalty: 3008.101318
	Iteration 10Q: 3 clusters Score -601924.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -602100.687500 Penalty: 3008.101318
	Iteration 11Q: 3 clusters Score -602100.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -602244.500000 Penalty: 3008.101318
	Iteration 12Q: 3 clusters Score -602244.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602351.812500 Penalty: 3008.101318
	Iteration 13Q: 3 clusters Score -602351.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -602418.312500 Penalty: 3008.101318
	Iteration 14Q: 3 clusters Score -602418.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -602465.312500 Penalty: 3008.101318
	Iteration 15Q: 3 clusters Score -602465.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -602503.125000 Penalty: 3008.101318
	Iteration 16Q: 3 clusters Score -602503.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -602537.250000 Penalty: 3008.101318
	Iteration 17Q: 3 clusters Score -602537.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -602567.500000 Penalty: 3008.101318
	Iteration 18Q: 3 clusters Score -602567.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -602588.875000 Penalty: 3008.101318
	Iteration 19Q: 3 clusters Score -602588.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -602609.625000 Penalty: 3008.101318
	Iteration 20F: 3 clusters Score -602609.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -602627.437500 Penalty: 3008.101318
	Iteration 21Q: 3 clusters Score -602627.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -602643.437500 Penalty: 3008.101318
	Iteration 22Q: 3 clusters Score -602643.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -602661.500000 Penalty: 3008.101318
	Iteration 23Q: 3 clusters Score -602661.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -602675.937500 Penalty: 3008.101318
	Iteration 24Q: 3 clusters Score -602675.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -602690.812500 Penalty: 3008.101318
	Iteration 25Q: 3 clusters Score -602690.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -602702.937500 Penalty: 3008.101318
	Iteration 26Q: 3 clusters Score -602702.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -602715.437500 Penalty: 3008.101318
	Iteration 27Q: 3 clusters Score -602715.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -602730.750000 Penalty: 3008.101318
	Iteration 28Q: 3 clusters Score -602730.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -602749.000000 Penalty: 3008.101318
	Iteration 29Q: 3 clusters Score -602749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -602771.250000 Penalty: 3008.101318
	Iteration 30Q: 3 clusters Score -602771.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -602790.437500 Penalty: 3008.101318
	Iteration 31Q: 3 clusters Score -602790.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -602807.937500 Penalty: 3008.101318
	Iteration 32Q: 3 clusters Score -602807.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -602819.500000 Penalty: 3008.101318
	Iteration 33Q: 3 clusters Score -602819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -602826.437500 Penalty: 3008.101318
	Iteration 34Q: 3 clusters Score -602826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -602833.500000 Penalty: 3008.101318
	Iteration 35Q: 3 clusters Score -602833.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -602840.250000 Penalty: 3008.101318
	Iteration 36Q: 3 clusters Score -602840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -602847.625000 Penalty: 3008.101318
	Iteration 37Q: 3 clusters Score -602847.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -602855.250000 Penalty: 3008.101318
	Iteration 38Q: 3 clusters Score -602855.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -602860.000000 Penalty: 3008.101318
	Iteration 39Q: 3 clusters Score -602860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -602868.125000 Penalty: 3008.101318
	Iteration 40F: 3 clusters Score -602868.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -602874.750000 Penalty: 3008.101318
	Iteration 41Q: 3 clusters Score -602874.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -602883.500000 Penalty: 3008.101318
	Iteration 42Q: 3 clusters Score -602883.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -602890.750000 Penalty: 3008.101318
	Iteration 43Q: 3 clusters Score -602890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -602895.312500 Penalty: 3008.101318
	Iteration 44Q: 3 clusters Score -602895.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -602901.187500 Penalty: 3008.101318
	Iteration 45Q: 3 clusters Score -602901.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -602906.250000 Penalty: 3008.101318
	Iteration 46Q: 3 clusters Score -602906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -602910.312500 Penalty: 3008.101318
	Iteration 47Q: 3 clusters Score -602910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -602915.062500 Penalty: 3008.101318
	Iteration 48Q: 3 clusters Score -602915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -602915.625000 Penalty: 3008.101318
	Iteration 49Q: 3 clusters Score -602915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -602918.250000 Penalty: 3008.101318
	Iteration 50Q: 3 clusters Score -602918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -602919.875000 Penalty: 3008.101318
	Iteration 51Q: 3 clusters Score -602919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -602919.750000 Penalty: 3008.101318
	Iteration 52Q: 3 clusters Score -602919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -602922.500000 Penalty: 3008.101318
	Iteration 53Q: 3 clusters Score -602922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -602922.625000 Penalty: 3008.101318
	Iteration 54Q: 3 clusters Score -602922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -602925.125000 Penalty: 3008.101318
	Iteration 55Q: 3 clusters Score -602925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -602928.812500 Penalty: 3008.101318
	Iteration 56Q: 3 clusters Score -602928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -602931.437500 Penalty: 3008.101318
	Iteration 57Q: 3 clusters Score -602931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -602933.375000 Penalty: 3008.101318
	Iteration 58Q: 3 clusters Score -602933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -602937.625000 Penalty: 3008.101318
	Iteration 59Q: 3 clusters Score -602937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -602941.250000 Penalty: 3008.101318
	Iteration 60F: 3 clusters Score -602941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -602942.125000 Penalty: 3008.101318
	Iteration 61Q: 3 clusters Score -602942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -602944.375000 Penalty: 3008.101318
	Iteration 62Q: 3 clusters Score -602944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -602946.625000 Penalty: 3008.101318
	Iteration 63Q: 3 clusters Score -602946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -602949.375000 Penalty: 3008.101318
	Iteration 64Q: 3 clusters Score -602949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -602952.500000 Penalty: 3008.101318
	Iteration 65Q: 3 clusters Score -602952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -602952.562500 Penalty: 3008.101318
	Iteration 66Q: 3 clusters Score -602952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -602955.312500 Penalty: 3008.101318
	Iteration 67Q: 3 clusters Score -602955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -602956.500000 Penalty: 3008.101318
	Iteration 68Q: 3 clusters Score -602956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -602956.812500 Penalty: 3008.101318
	Iteration 69Q: 3 clusters Score -602956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -602957.812500 Penalty: 3008.101318
	Iteration 70Q: 3 clusters Score -602957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -602961.500000 Penalty: 3008.101318
	Iteration 71Q: 3 clusters Score -602961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -602961.625000 Penalty: 3008.101318
	Iteration 72Q: 3 clusters Score -602961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -602962.187500 Penalty: 3008.101318
	Iteration 73Q: 3 clusters Score -602962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -602962.187500 Penalty: 3008.101318
	Iteration 74F: 3 clusters Score -602962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -153696.421875 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -153696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -151360.765625 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -151360.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151905.453125 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -151905.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152001.859375 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -152001.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -152073.125000 Penalty: 2530.629395
	Iteration 3Q: 3 clusters Score -152073.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152113.921875 Penalty: 2530.629395
	Iteration 4Q: 3 clusters Score -152113.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -152147.843750 Penalty: 2530.629395
	Iteration 5Q: 3 clusters Score -152147.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152191.078125 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -152191.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152226.187500 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -152226.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152260.343750 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -152260.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152286.171875 Penalty: 2530.629395
	Iteration 9Q: 3 clusters Score -152286.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152314.125000 Penalty: 2530.629395
	Iteration 10Q: 3 clusters Score -152314.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152352.953125 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -152353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152387.453125 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -152387.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -152413.375000 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -152413.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152434.000000 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -152434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152455.500000 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -152455.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152471.671875 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -152471.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152483.234375 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -152483.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -152498.875000 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -152498.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -152511.843750 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -152511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152518.609375 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -152518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -152523.421875 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -152523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152528.046875 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -152528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152534.187500 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -152534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152538.468750 Penalty: 2530.629395
	Iteration 24Q: 3 clusters Score -152538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152542.187500 Penalty: 2530.629395
	Iteration 25Q: 3 clusters Score -152542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152543.953125 Penalty: 2530.629395
	Iteration 26Q: 3 clusters Score -152544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -152548.218750 Penalty: 2530.629395
	Iteration 27Q: 3 clusters Score -152548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152549.750000 Penalty: 2530.629395
	Iteration 28Q: 3 clusters Score -152549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -152550.734375 Penalty: 2530.629395
	Iteration 29Q: 3 clusters Score -152550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -152550.734375 Penalty: 2530.629395
	Iteration 30F: 3 clusters Score -152550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -500673.500000 Penalty: 1486.988281
	Iteration 0F: 2 clusters Score -500673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -493959.343750 Penalty: 2973.976562
	Iteration 0F: 3 clusters Score -493959.3 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -496175.687500 Penalty: 2973.976562
	Iteration 1F: 3 clusters Score -496175.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -496544.625000 Penalty: 2973.976562
	Iteration 2F: 3 clusters Score -496544.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -496877.031250 Penalty: 2973.976562
	Iteration 3F: 3 clusters Score -496877 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -497166.750000 Penalty: 2973.976562
	Iteration 4F: 3 clusters Score -497166.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -497453.468750 Penalty: 2973.976562
	Iteration 5F: 3 clusters Score -497453.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -497735.718750 Penalty: 2973.976562
	Iteration 6Q: 3 clusters Score -497735.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -498030.500000 Penalty: 2973.976562
	Iteration 7Q: 3 clusters Score -498030.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -498281.125000 Penalty: 2973.976562
	Iteration 8Q: 3 clusters Score -498281.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -498513.718750 Penalty: 2973.976562
	Iteration 9Q: 3 clusters Score -498513.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -498721.593750 Penalty: 2973.976562
	Iteration 10Q: 3 clusters Score -498721.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -498913.000000 Penalty: 2973.976562
	Iteration 11Q: 3 clusters Score -498913 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -499083.093750 Penalty: 2973.976562
	Iteration 12Q: 3 clusters Score -499083.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -499241.093750 Penalty: 2973.976562
	Iteration 13Q: 3 clusters Score -499241.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -499385.562500 Penalty: 2973.976562
	Iteration 14Q: 3 clusters Score -499385.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -499473.687500 Penalty: 2973.976562
	Iteration 15Q: 3 clusters Score -499473.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -499534.156250 Penalty: 2973.976562
	Iteration 16Q: 3 clusters Score -499534.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -499572.406250 Penalty: 2973.976562
	Iteration 17Q: 3 clusters Score -499572.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -499600.281250 Penalty: 2973.976562
	Iteration 18Q: 3 clusters Score -499600.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -499615.062500 Penalty: 2973.976562
	Iteration 19Q: 3 clusters Score -499615.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -499625.031250 Penalty: 2973.976562
	Iteration 20F: 3 clusters Score -499625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -499631.562500 Penalty: 2973.976562
	Iteration 21Q: 3 clusters Score -499631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -499636.968750 Penalty: 2973.976562
	Iteration 22Q: 3 clusters Score -499637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -499639.812500 Penalty: 2973.976562
	Iteration 23Q: 3 clusters Score -499639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -499642.375000 Penalty: 2973.976562
	Iteration 24Q: 3 clusters Score -499642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -499644.468750 Penalty: 2973.976562
	Iteration 25Q: 3 clusters Score -499644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -499644.656250 Penalty: 2973.976562
	Iteration 26Q: 3 clusters Score -499644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -499649.156250 Penalty: 2973.976562
	Iteration 27Q: 3 clusters Score -499649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -499654.093750 Penalty: 2973.976562
	Iteration 28Q: 3 clusters Score -499654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -499656.468750 Penalty: 2973.976562
	Iteration 29Q: 3 clusters Score -499656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -499659.906250 Penalty: 2973.976562
	Iteration 30Q: 3 clusters Score -499659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -499662.062500 Penalty: 2973.976562
	Iteration 31Q: 3 clusters Score -499662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -499663.062500 Penalty: 2973.976562
	Iteration 32Q: 3 clusters Score -499663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -499664.593750 Penalty: 2973.976562
	Iteration 33Q: 3 clusters Score -499664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -499665.187500 Penalty: 2973.976562
	Iteration 34Q: 3 clusters Score -499665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -499666.156250 Penalty: 2973.976562
	Iteration 35Q: 3 clusters Score -499666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -499666.156250 Penalty: 2973.976562
	Iteration 36F: 3 clusters Score -499666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -145176.062500 Penalty: 1293.098145
	Iteration 0F: 2 clusters Score -145176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -142568.203125 Penalty: 2586.196289
	Iteration 0F: 3 clusters Score -142568.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -143168.093750 Penalty: 2586.196289
	Iteration 1F: 3 clusters Score -143168.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -143386.531250 Penalty: 2586.196289
	Iteration 2F: 3 clusters Score -143386.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -143553.406250 Penalty: 2586.196289
	Iteration 3F: 3 clusters Score -143553.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -143686.515625 Penalty: 2586.196289
	Iteration 4F: 3 clusters Score -143686.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -143784.093750 Penalty: 2586.196289
	Iteration 5Q: 3 clusters Score -143784.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -143852.953125 Penalty: 2586.196289
	Iteration 6Q: 3 clusters Score -143853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -143916.750000 Penalty: 2586.196289
	Iteration 7Q: 3 clusters Score -143916.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -143956.625000 Penalty: 2586.196289
	Iteration 8Q: 3 clusters Score -143956.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -143994.656250 Penalty: 2586.196289
	Iteration 9Q: 3 clusters Score -143994.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -144032.750000 Penalty: 2586.196289
	Iteration 10Q: 3 clusters Score -144032.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -144057.578125 Penalty: 2586.196289
	Iteration 11Q: 3 clusters Score -144057.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -144075.953125 Penalty: 2586.196289
	Iteration 12Q: 3 clusters Score -144076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -144090.343750 Penalty: 2586.196289
	Iteration 13Q: 3 clusters Score -144090.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -144103.812500 Penalty: 2586.196289
	Iteration 14Q: 3 clusters Score -144103.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -144118.593750 Penalty: 2586.196289
	Iteration 15Q: 3 clusters Score -144118.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -144133.734375 Penalty: 2586.196289
	Iteration 16Q: 3 clusters Score -144133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -144150.093750 Penalty: 2586.196289
	Iteration 17Q: 3 clusters Score -144150.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -144164.343750 Penalty: 2586.196289
	Iteration 18Q: 3 clusters Score -144164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -144185.109375 Penalty: 2586.196289
	Iteration 19Q: 3 clusters Score -144185.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144210.656250 Penalty: 2586.196289
	Iteration 20F: 3 clusters Score -144210.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -144232.218750 Penalty: 2586.196289
	Iteration 21Q: 3 clusters Score -144232.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -144256.000000 Penalty: 2586.196289
	Iteration 22Q: 3 clusters Score -144256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -144269.031250 Penalty: 2586.196289
	Iteration 23Q: 3 clusters Score -144269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144279.531250 Penalty: 2586.196289
	Iteration 24Q: 3 clusters Score -144279.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144290.796875 Penalty: 2586.196289
	Iteration 25Q: 3 clusters Score -144290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144301.125000 Penalty: 2586.196289
	Iteration 26Q: 3 clusters Score -144301.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144309.171875 Penalty: 2586.196289
	Iteration 27Q: 3 clusters Score -144309.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144318.375000 Penalty: 2586.196289
	Iteration 28Q: 3 clusters Score -144318.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -144322.828125 Penalty: 2586.196289
	Iteration 29Q: 3 clusters Score -144322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144325.250000 Penalty: 2586.196289
	Iteration 30Q: 3 clusters Score -144325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144327.531250 Penalty: 2586.196289
	Iteration 31Q: 3 clusters Score -144327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144330.015625 Penalty: 2586.196289
	Iteration 32Q: 3 clusters Score -144330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144330.328125 Penalty: 2586.196289
	Iteration 33Q: 3 clusters Score -144330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144331.312500 Penalty: 2586.196289
	Iteration 34Q: 3 clusters Score -144331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144332.890625 Penalty: 2586.196289
	Iteration 35Q: 3 clusters Score -144332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144333.609375 Penalty: 2586.196289
	Iteration 36Q: 3 clusters Score -144333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144334.171875 Penalty: 2586.196289
	Iteration 37Q: 3 clusters Score -144334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -144334.265625 Penalty: 2586.196289
	Iteration 38Q: 3 clusters Score -144334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -144334.265625 Penalty: 2586.196289
	Iteration 39F: 3 clusters Score -144334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -122680.773438 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -122680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -120259.062500 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -120259.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -120864.304688 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -120864.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -121060.218750 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -121060.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -121163.242188 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -121163.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -121229.664062 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -121229.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -121279.671875 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -121279.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -121321.382812 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -121321.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -121363.726562 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -121363.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -121388.867188 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -121388.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -121415.101562 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -121415.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -121450.437500 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -121450.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -121485.898438 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -121485.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -121518.851562 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -121518.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -121549.906250 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -121549.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -121578.101562 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -121578.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -121599.781250 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -121599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121615.367188 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -121615.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -121630.789062 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -121630.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -121647.367188 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -121647.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -121658.671875 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -121658.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -121667.789062 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -121667.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -121675.156250 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -121675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -121680.265625 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -121680.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -121684.914062 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -121684.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -121691.023438 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -121691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -121695.921875 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -121695.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -121698.265625 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -121698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -121700.460938 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -121700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -121702.390625 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -121702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -121703.656250 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -121703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -121704.710938 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -121704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -121705.718750 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -121705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -121705.953125 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -121706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -121706.312500 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -121706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -121706.312500 Penalty: 2545.662354
	Iteration 34F: 3 clusters Score -121706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -144077.953125 Penalty: 1261.560059
	Iteration 0F: 2 clusters Score -144078 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 1177 members 
Entering Unmasked Estep 
Score: -141748.328125 Penalty: 2523.120117
	Iteration 0F: 3 clusters Score -141748.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -142275.046875 Penalty: 2523.120117
	Iteration 1F: 3 clusters Score -142275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -142377.578125 Penalty: 2523.120117
	Iteration 2F: 3 clusters Score -142377.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -142461.234375 Penalty: 2523.120117
	Iteration 3F: 3 clusters Score -142461.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -142510.500000 Penalty: 2523.120117
	Iteration 4Q: 3 clusters Score -142510.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -142551.312500 Penalty: 2523.120117
	Iteration 5Q: 3 clusters Score -142551.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -142576.359375 Penalty: 2523.120117
	Iteration 6Q: 3 clusters Score -142576.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -142602.250000 Penalty: 2523.120117
	Iteration 7Q: 3 clusters Score -142602.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -142636.812500 Penalty: 2523.120117
	Iteration 8Q: 3 clusters Score -142636.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -142673.453125 Penalty: 2523.120117
	Iteration 9Q: 3 clusters Score -142673.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -142712.593750 Penalty: 2523.120117
	Iteration 10Q: 3 clusters Score -142712.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -142740.062500 Penalty: 2523.120117
	Iteration 11Q: 3 clusters Score -142740.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142767.968750 Penalty: 2523.120117
	Iteration 12Q: 3 clusters Score -142768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -142783.375000 Penalty: 2523.120117
	Iteration 13Q: 3 clusters Score -142783.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142797.781250 Penalty: 2523.120117
	Iteration 14Q: 3 clusters Score -142797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142805.984375 Penalty: 2523.120117
	Iteration 15Q: 3 clusters Score -142806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142812.156250 Penalty: 2523.120117
	Iteration 16Q: 3 clusters Score -142812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142817.546875 Penalty: 2523.120117
	Iteration 17Q: 3 clusters Score -142817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -142822.546875 Penalty: 2523.120117
	Iteration 18Q: 3 clusters Score -142822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142828.937500 Penalty: 2523.120117
	Iteration 19Q: 3 clusters Score -142828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142834.937500 Penalty: 2523.120117
	Iteration 20F: 3 clusters Score -142834.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142841.984375 Penalty: 2523.120117
	Iteration 21Q: 3 clusters Score -142842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142850.187500 Penalty: 2523.120117
	Iteration 22Q: 3 clusters Score -142850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142858.968750 Penalty: 2523.120117
	Iteration 23Q: 3 clusters Score -142859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -142862.609375 Penalty: 2523.120117
	Iteration 24Q: 3 clusters Score -142862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142866.531250 Penalty: 2523.120117
	Iteration 25Q: 3 clusters Score -142866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -142868.109375 Penalty: 2523.120117
	Iteration 26Q: 3 clusters Score -142868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142870.140625 Penalty: 2523.120117
	Iteration 27Q: 3 clusters Score -142870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -142871.406250 Penalty: 2523.120117
	Iteration 28Q: 3 clusters Score -142871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -142871.703125 Penalty: 2523.120117
	Iteration 29Q: 3 clusters Score -142871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142872.031250 Penalty: 2523.120117
	Iteration 30Q: 3 clusters Score -142872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142872.171875 Penalty: 2523.120117
	Iteration 31Q: 3 clusters Score -142872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142872.171875 Penalty: 2523.120117
	Iteration 32F: 3 clusters Score -142872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -496406.000000 Penalty: 1484.590210
	Iteration 0F: 2 clusters Score -496406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -489744.937500 Penalty: 2969.180420
	Iteration 0F: 3 clusters Score -489744.9 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -491991.312500 Penalty: 2969.180420
	Iteration 1F: 3 clusters Score -491991.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -492309.750000 Penalty: 2969.180420
	Iteration 2F: 3 clusters Score -492309.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -492603.531250 Penalty: 2969.180420
	Iteration 3F: 3 clusters Score -492603.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -492929.437500 Penalty: 2969.180420
	Iteration 4F: 3 clusters Score -492929.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -493312.593750 Penalty: 2969.180420
	Iteration 5F: 3 clusters Score -493312.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -493720.031250 Penalty: 2969.180420
	Iteration 6F: 3 clusters Score -493720 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -494094.718750 Penalty: 2969.180420
	Iteration 7F: 3 clusters Score -494094.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -494446.062500 Penalty: 2969.180420
	Iteration 8Q: 3 clusters Score -494446.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -494770.000000 Penalty: 2969.180420
	Iteration 9Q: 3 clusters Score -494770 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -495057.656250 Penalty: 2969.180420
	Iteration 10Q: 3 clusters Score -495057.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -495236.375000 Penalty: 2969.180420
	Iteration 11Q: 3 clusters Score -495236.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -495360.062500 Penalty: 2969.180420
	Iteration 12Q: 3 clusters Score -495360.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -495434.812500 Penalty: 2969.180420
	Iteration 13Q: 3 clusters Score -495434.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -495481.125000 Penalty: 2969.180420
	Iteration 14Q: 3 clusters Score -495481.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -495510.843750 Penalty: 2969.180420
	Iteration 15Q: 3 clusters Score -495510.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -495535.812500 Penalty: 2969.180420
	Iteration 16Q: 3 clusters Score -495535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -495549.187500 Penalty: 2969.180420
	Iteration 17Q: 3 clusters Score -495549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -495555.875000 Penalty: 2969.180420
	Iteration 18Q: 3 clusters Score -495555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -495559.937500 Penalty: 2969.180420
	Iteration 19Q: 3 clusters Score -495559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -495562.625000 Penalty: 2969.180420
	Iteration 20F: 3 clusters Score -495562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -495564.343750 Penalty: 2969.180420
	Iteration 21Q: 3 clusters Score -495564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -495565.531250 Penalty: 2969.180420
	Iteration 22Q: 3 clusters Score -495565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -495568.875000 Penalty: 2969.180420
	Iteration 23Q: 3 clusters Score -495568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -495571.625000 Penalty: 2969.180420
	Iteration 24Q: 3 clusters Score -495571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -495575.312500 Penalty: 2969.180420
	Iteration 25Q: 3 clusters Score -495575.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -495581.875000 Penalty: 2969.180420
	Iteration 26Q: 3 clusters Score -495581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -495588.875000 Penalty: 2969.180420
	Iteration 27Q: 3 clusters Score -495588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -495595.468750 Penalty: 2969.180420
	Iteration 28Q: 3 clusters Score -495595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -495598.593750 Penalty: 2969.180420
	Iteration 29Q: 3 clusters Score -495598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -495602.625000 Penalty: 2969.180420
	Iteration 30Q: 3 clusters Score -495602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -495604.281250 Penalty: 2969.180420
	Iteration 31Q: 3 clusters Score -495604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -495605.593750 Penalty: 2969.180420
	Iteration 32Q: 3 clusters Score -495605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -495607.375000 Penalty: 2969.180420
	Iteration 33Q: 3 clusters Score -495607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -495606.656250 Penalty: 2969.180420
	Iteration 34Q: 3 clusters Score -495606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -495606.875000 Penalty: 2969.180420
	Iteration 35Q: 3 clusters Score -495606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -495607.531250 Penalty: 2969.180420
	Iteration 36Q: 3 clusters Score -495607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -495610.156250 Penalty: 2969.180420
	Iteration 37Q: 3 clusters Score -495610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -495609.500000 Penalty: 2969.180420
	Iteration 38Q: 3 clusters Score -495609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -495610.593750 Penalty: 2969.180420
	Iteration 39Q: 3 clusters Score -495610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -495614.031250 Penalty: 2969.180420
	Iteration 40F: 3 clusters Score -495614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -495619.187500 Penalty: 2969.180420
	Iteration 41Q: 3 clusters Score -495619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -495622.562500 Penalty: 2969.180420
	Iteration 42Q: 3 clusters Score -495622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -495626.187500 Penalty: 2969.180420
	Iteration 43Q: 3 clusters Score -495626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -495635.093750 Penalty: 2969.180420
	Iteration 44Q: 3 clusters Score -495635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -495643.593750 Penalty: 2969.180420
	Iteration 45Q: 3 clusters Score -495643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -495647.187500 Penalty: 2969.180420
	Iteration 46Q: 3 clusters Score -495647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -495648.593750 Penalty: 2969.180420
	Iteration 47Q: 3 clusters Score -495648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -495651.343750 Penalty: 2969.180420
	Iteration 48Q: 3 clusters Score -495651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -495651.687500 Penalty: 2969.180420
	Iteration 49Q: 3 clusters Score -495651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -495654.468750 Penalty: 2969.180420
	Iteration 50Q: 3 clusters Score -495654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -495655.218750 Penalty: 2969.180420
	Iteration 51Q: 3 clusters Score -495655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -495656.781250 Penalty: 2969.180420
	Iteration 52Q: 3 clusters Score -495656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -495658.187500 Penalty: 2969.180420
	Iteration 53Q: 3 clusters Score -495658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -495658.187500 Penalty: 2969.180420
	Iteration 54F: 3 clusters Score -495658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Entering Unmasked Estep 
Score: -3887681.500000 Penalty: 1805.847900
	Iteration 0F: 2 clusters Score -3887682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -3842717.000000 Penalty: 3611.695801
	Iteration 0F: 3 clusters Score -3842717 nChanged 31823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3861005.000000 Penalty: 3611.695801
	Iteration 1F: 3 clusters Score -3861005 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3861795.000000 Penalty: 3611.695801
	Iteration 2Q: 3 clusters Score -3861795 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3862858.500000 Penalty: 3611.695801
	Iteration 3Q: 3 clusters Score -3862858 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3864507.500000 Penalty: 3611.695801
	Iteration 4F: 3 clusters Score -3864508 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3866954.250000 Penalty: 3611.695801
	Iteration 5F: 3 clusters Score -3866954 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3870285.750000 Penalty: 3611.695801
	Iteration 6F: 3 clusters Score -3870286 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3873800.750000 Penalty: 3611.695801
	Iteration 7F: 3 clusters Score -3873801 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3877060.250000 Penalty: 3611.695801
	Iteration 8F: 3 clusters Score -3877060 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3879865.750000 Penalty: 3611.695801
	Iteration 9F: 3 clusters Score -3879866 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3882132.000000 Penalty: 3611.695801
	Iteration 10Q: 3 clusters Score -3882132 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3883695.000000 Penalty: 3611.695801
	Iteration 11Q: 3 clusters Score -3883695 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3884679.750000 Penalty: 3611.695801
	Iteration 12Q: 3 clusters Score -3884680 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3885303.250000 Penalty: 3611.695801
	Iteration 13Q: 3 clusters Score -3885303 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3885672.000000 Penalty: 3611.695801
	Iteration 14Q: 3 clusters Score -3885672 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3885851.000000 Penalty: 3611.695801
	Iteration 15Q: 3 clusters Score -3885851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3885950.250000 Penalty: 3611.695801
	Iteration 16Q: 3 clusters Score -3885950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3886010.500000 Penalty: 3611.695801
	Iteration 17Q: 3 clusters Score -3886010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3886044.750000 Penalty: 3611.695801
	Iteration 18Q: 3 clusters Score -3886045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3886062.000000 Penalty: 3611.695801
	Iteration 19Q: 3 clusters Score -3886062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3886077.500000 Penalty: 3611.695801
	Iteration 20F: 3 clusters Score -3886078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3886087.250000 Penalty: 3611.695801
	Iteration 21Q: 3 clusters Score -3886087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3886088.750000 Penalty: 3611.695801
	Iteration 22Q: 3 clusters Score -3886089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3886090.750000 Penalty: 3611.695801
	Iteration 23Q: 3 clusters Score -3886091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3886093.250000 Penalty: 3611.695801
	Iteration 24Q: 3 clusters Score -3886093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3886098.500000 Penalty: 3611.695801
	Iteration 25Q: 3 clusters Score -3886098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3886102.250000 Penalty: 3611.695801
	Iteration 26Q: 3 clusters Score -3886102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3886104.000000 Penalty: 3611.695801
	Iteration 27Q: 3 clusters Score -3886104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3886104.000000 Penalty: 3611.695801
	Iteration 28F: 3 clusters Score -3886104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -323924.312500 Penalty: 1396.790649
	Iteration 0F: 2 clusters Score -323924.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -319705.281250 Penalty: 2793.581299
	Iteration 0F: 3 clusters Score -319705.3 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -320837.125000 Penalty: 2793.581299
	Iteration 1F: 3 clusters Score -320837.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -321047.718750 Penalty: 2793.581299
	Iteration 2F: 3 clusters Score -321047.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -321194.281250 Penalty: 2793.581299
	Iteration 3F: 3 clusters Score -321194.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -321316.593750 Penalty: 2793.581299
	Iteration 4Q: 3 clusters Score -321316.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -321419.968750 Penalty: 2793.581299
	Iteration 5Q: 3 clusters Score -321420 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -321515.531250 Penalty: 2793.581299
	Iteration 6Q: 3 clusters Score -321515.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -321606.468750 Penalty: 2793.581299
	Iteration 7Q: 3 clusters Score -321606.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -321707.562500 Penalty: 2793.581299
	Iteration 8Q: 3 clusters Score -321707.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -321836.375000 Penalty: 2793.581299
	Iteration 9Q: 3 clusters Score -321836.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321969.750000 Penalty: 2793.581299
	Iteration 10Q: 3 clusters Score -321969.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -322104.687500 Penalty: 2793.581299
	Iteration 11Q: 3 clusters Score -322104.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -322229.687500 Penalty: 2793.581299
	Iteration 12Q: 3 clusters Score -322229.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -322349.312500 Penalty: 2793.581299
	Iteration 13Q: 3 clusters Score -322349.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -322431.156250 Penalty: 2793.581299
	Iteration 14Q: 3 clusters Score -322431.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -322488.531250 Penalty: 2793.581299
	Iteration 15Q: 3 clusters Score -322488.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -322538.718750 Penalty: 2793.581299
	Iteration 16Q: 3 clusters Score -322538.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -322581.625000 Penalty: 2793.581299
	Iteration 17Q: 3 clusters Score -322581.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -322613.312500 Penalty: 2793.581299
	Iteration 18Q: 3 clusters Score -322613.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -322632.718750 Penalty: 2793.581299
	Iteration 19Q: 3 clusters Score -322632.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -322649.875000 Penalty: 2793.581299
	Iteration 20F: 3 clusters Score -322649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -322659.437500 Penalty: 2793.581299
	Iteration 21Q: 3 clusters Score -322659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -322666.375000 Penalty: 2793.581299
	Iteration 22Q: 3 clusters Score -322666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -322673.312500 Penalty: 2793.581299
	Iteration 23Q: 3 clusters Score -322673.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -322684.093750 Penalty: 2793.581299
	Iteration 24Q: 3 clusters Score -322684.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -322700.375000 Penalty: 2793.581299
	Iteration 25Q: 3 clusters Score -322700.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -322710.031250 Penalty: 2793.581299
	Iteration 26Q: 3 clusters Score -322710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -322718.406250 Penalty: 2793.581299
	Iteration 27Q: 3 clusters Score -322718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -322724.250000 Penalty: 2793.581299
	Iteration 28Q: 3 clusters Score -322724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -322726.281250 Penalty: 2793.581299
	Iteration 29Q: 3 clusters Score -322726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -322728.750000 Penalty: 2793.581299
	Iteration 30Q: 3 clusters Score -322728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -322734.062500 Penalty: 2793.581299
	Iteration 31Q: 3 clusters Score -322734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -322739.218750 Penalty: 2793.581299
	Iteration 32Q: 3 clusters Score -322739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -322740.281250 Penalty: 2793.581299
	Iteration 33Q: 3 clusters Score -322740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -322740.281250 Penalty: 2793.581299
	Iteration 34F: 3 clusters Score -322740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -132043.312500 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -132043.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -129858.625000 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -129858.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -130294.421875 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -130294.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -130410.734375 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -130410.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -130475.203125 Penalty: 2497.704102
	Iteration 3Q: 3 clusters Score -130475.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -130518.562500 Penalty: 2497.704102
	Iteration 4Q: 3 clusters Score -130518.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -130544.570312 Penalty: 2497.704102
	Iteration 5Q: 3 clusters Score -130544.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -130565.070312 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -130565.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -130585.804688 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -130585.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -130608.164062 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -130608.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -130625.664062 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -130625.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -130641.281250 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -130641.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -130652.773438 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -130652.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -130660.945312 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -130660.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -130668.601562 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -130668.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -130674.890625 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -130674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -130678.929688 Penalty: 2497.704102
	Iteration 15Q: 3 clusters Score -130678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -130684.070312 Penalty: 2497.704102
	Iteration 16Q: 3 clusters Score -130684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -130687.468750 Penalty: 2497.704102
	Iteration 17Q: 3 clusters Score -130687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -130689.218750 Penalty: 2497.704102
	Iteration 18Q: 3 clusters Score -130689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -130690.578125 Penalty: 2497.704102
	Iteration 19Q: 3 clusters Score -130690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -130692.203125 Penalty: 2497.704102
	Iteration 20F: 3 clusters Score -130692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -130694.210938 Penalty: 2497.704102
	Iteration 21Q: 3 clusters Score -130694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -130698.046875 Penalty: 2497.704102
	Iteration 22Q: 3 clusters Score -130698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -130700.851562 Penalty: 2497.704102
	Iteration 23Q: 3 clusters Score -130700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -130703.484375 Penalty: 2497.704102
	Iteration 24Q: 3 clusters Score -130703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -130705.945312 Penalty: 2497.704102
	Iteration 25Q: 3 clusters Score -130705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -130712.335938 Penalty: 2497.704102
	Iteration 26Q: 3 clusters Score -130712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -130715.492188 Penalty: 2497.704102
	Iteration 27Q: 3 clusters Score -130715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -130718.039062 Penalty: 2497.704102
	Iteration 28Q: 3 clusters Score -130718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -130719.492188 Penalty: 2497.704102
	Iteration 29Q: 3 clusters Score -130719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -130720.664062 Penalty: 2497.704102
	Iteration 30Q: 3 clusters Score -130720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -130721.828125 Penalty: 2497.704102
	Iteration 31Q: 3 clusters Score -130721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -130723.203125 Penalty: 2497.704102
	Iteration 32Q: 3 clusters Score -130723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -130723.796875 Penalty: 2497.704102
	Iteration 33Q: 3 clusters Score -130723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -130724.492188 Penalty: 2497.704102
	Iteration 34Q: 3 clusters Score -130724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -130725.171875 Penalty: 2497.704102
	Iteration 35Q: 3 clusters Score -130725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -130726.148438 Penalty: 2497.704102
	Iteration 36Q: 3 clusters Score -130726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -130728.375000 Penalty: 2497.704102
	Iteration 37Q: 3 clusters Score -130728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -130731.726562 Penalty: 2497.704102
	Iteration 38Q: 3 clusters Score -130731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -130733.523438 Penalty: 2497.704102
	Iteration 39Q: 3 clusters Score -130733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -130734.882812 Penalty: 2497.704102
	Iteration 40F: 3 clusters Score -130734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -130738.226562 Penalty: 2497.704102
	Iteration 41Q: 3 clusters Score -130738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -130739.460938 Penalty: 2497.704102
	Iteration 42Q: 3 clusters Score -130739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -130740.445312 Penalty: 2497.704102
	Iteration 43Q: 3 clusters Score -130740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -130741.007812 Penalty: 2497.704102
	Iteration 44Q: 3 clusters Score -130741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -130741.500000 Penalty: 2497.704102
	Iteration 45Q: 3 clusters Score -130741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -130741.500000 Penalty: 2497.704102
	Iteration 46F: 3 clusters Score -130741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -290488.312500 Penalty: 1392.374146
	Iteration 0F: 2 clusters Score -290488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -286358.781250 Penalty: 2784.748291
	Iteration 0F: 3 clusters Score -286358.8 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -287589.406250 Penalty: 2784.748291
	Iteration 1F: 3 clusters Score -287589.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -287774.843750 Penalty: 2784.748291
	Iteration 2F: 3 clusters Score -287774.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -287911.187500 Penalty: 2784.748291
	Iteration 3F: 3 clusters Score -287911.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -288020.343750 Penalty: 2784.748291
	Iteration 4Q: 3 clusters Score -288020.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -288121.062500 Penalty: 2784.748291
	Iteration 5Q: 3 clusters Score -288121.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -288213.125000 Penalty: 2784.748291
	Iteration 6Q: 3 clusters Score -288213.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -288311.250000 Penalty: 2784.748291
	Iteration 7Q: 3 clusters Score -288311.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -288412.093750 Penalty: 2784.748291
	Iteration 8Q: 3 clusters Score -288412.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -288491.593750 Penalty: 2784.748291
	Iteration 9Q: 3 clusters Score -288491.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -288565.687500 Penalty: 2784.748291
	Iteration 10Q: 3 clusters Score -288565.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -288625.312500 Penalty: 2784.748291
	Iteration 11Q: 3 clusters Score -288625.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -288666.250000 Penalty: 2784.748291
	Iteration 12Q: 3 clusters Score -288666.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -288702.156250 Penalty: 2784.748291
	Iteration 13Q: 3 clusters Score -288702.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -288728.406250 Penalty: 2784.748291
	Iteration 14Q: 3 clusters Score -288728.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -288747.750000 Penalty: 2784.748291
	Iteration 15Q: 3 clusters Score -288747.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -288764.218750 Penalty: 2784.748291
	Iteration 16Q: 3 clusters Score -288764.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -288777.375000 Penalty: 2784.748291
	Iteration 17Q: 3 clusters Score -288777.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -288791.843750 Penalty: 2784.748291
	Iteration 18Q: 3 clusters Score -288791.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -288802.031250 Penalty: 2784.748291
	Iteration 19Q: 3 clusters Score -288802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -288813.062500 Penalty: 2784.748291
	Iteration 20F: 3 clusters Score -288813.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -288827.343750 Penalty: 2784.748291
	Iteration 21Q: 3 clusters Score -288827.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -288842.093750 Penalty: 2784.748291
	Iteration 22Q: 3 clusters Score -288842.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -288859.250000 Penalty: 2784.748291
	Iteration 23Q: 3 clusters Score -288859.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -288873.406250 Penalty: 2784.748291
	Iteration 24Q: 3 clusters Score -288873.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -288898.718750 Penalty: 2784.748291
	Iteration 25Q: 3 clusters Score -288898.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -288933.000000 Penalty: 2784.748291
	Iteration 26Q: 3 clusters Score -288933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -288973.406250 Penalty: 2784.748291
	Iteration 27Q: 3 clusters Score -288973.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -289017.218750 Penalty: 2784.748291
	Iteration 28Q: 3 clusters Score -289017.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -289076.281250 Penalty: 2784.748291
	Iteration 29Q: 3 clusters Score -289076.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -289157.500000 Penalty: 2784.748291
	Iteration 30Q: 3 clusters Score -289157.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289244.406250 Penalty: 2784.748291
	Iteration 31Q: 3 clusters Score -289244.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -289321.437500 Penalty: 2784.748291
	Iteration 32Q: 3 clusters Score -289321.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -289408.531250 Penalty: 2784.748291
	Iteration 33Q: 3 clusters Score -289408.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -289477.718750 Penalty: 2784.748291
	Iteration 34Q: 3 clusters Score -289477.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289518.593750 Penalty: 2784.748291
	Iteration 35Q: 3 clusters Score -289518.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289553.625000 Penalty: 2784.748291
	Iteration 36Q: 3 clusters Score -289553.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289575.937500 Penalty: 2784.748291
	Iteration 37Q: 3 clusters Score -289575.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289595.781250 Penalty: 2784.748291
	Iteration 38Q: 3 clusters Score -289595.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289611.937500 Penalty: 2784.748291
	Iteration 39Q: 3 clusters Score -289611.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289619.906250 Penalty: 2784.748291
	Iteration 40F: 3 clusters Score -289619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289626.968750 Penalty: 2784.748291
	Iteration 41Q: 3 clusters Score -289627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289631.406250 Penalty: 2784.748291
	Iteration 42Q: 3 clusters Score -289631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289636.968750 Penalty: 2784.748291
	Iteration 43Q: 3 clusters Score -289637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289640.187500 Penalty: 2784.748291
	Iteration 44Q: 3 clusters Score -289640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289641.687500 Penalty: 2784.748291
	Iteration 45Q: 3 clusters Score -289641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289644.781250 Penalty: 2784.748291
	Iteration 46Q: 3 clusters Score -289644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289645.343750 Penalty: 2784.748291
	Iteration 47Q: 3 clusters Score -289645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -289648.343750 Penalty: 2784.748291
	Iteration 48Q: 3 clusters Score -289648.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289652.687500 Penalty: 2784.748291
	Iteration 49Q: 3 clusters Score -289652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289655.687500 Penalty: 2784.748291
	Iteration 50Q: 3 clusters Score -289655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -289657.468750 Penalty: 2784.748291
	Iteration 51Q: 3 clusters Score -289657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289658.031250 Penalty: 2784.748291
	Iteration 52Q: 3 clusters Score -289658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289658.218750 Penalty: 2784.748291
	Iteration 53Q: 3 clusters Score -289658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289658.687500 Penalty: 2784.748291
	Iteration 54Q: 3 clusters Score -289658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289658.687500 Penalty: 2784.748291
	Iteration 55F: 3 clusters Score -289658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -416612.375000 Penalty: 1435.697998
	Iteration 0F: 2 clusters Score -416612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -411399.093750 Penalty: 2871.395996
	Iteration 0F: 3 clusters Score -411399.1 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -412979.437500 Penalty: 2871.395996
	Iteration 1F: 3 clusters Score -412979.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -413209.718750 Penalty: 2871.395996
	Iteration 2F: 3 clusters Score -413209.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -413355.343750 Penalty: 2871.395996
	Iteration 3F: 3 clusters Score -413355.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -413471.781250 Penalty: 2871.395996
	Iteration 4Q: 3 clusters Score -413471.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -413565.218750 Penalty: 2871.395996
	Iteration 5Q: 3 clusters Score -413565.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -413642.562500 Penalty: 2871.395996
	Iteration 6Q: 3 clusters Score -413642.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -413717.000000 Penalty: 2871.395996
	Iteration 7Q: 3 clusters Score -413717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -413794.218750 Penalty: 2871.395996
	Iteration 8Q: 3 clusters Score -413794.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -413866.156250 Penalty: 2871.395996
	Iteration 9Q: 3 clusters Score -413866.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -413926.406250 Penalty: 2871.395996
	Iteration 10Q: 3 clusters Score -413926.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -413987.218750 Penalty: 2871.395996
	Iteration 11Q: 3 clusters Score -413987.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -414049.281250 Penalty: 2871.395996
	Iteration 12Q: 3 clusters Score -414049.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -414109.281250 Penalty: 2871.395996
	Iteration 13Q: 3 clusters Score -414109.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -414157.562500 Penalty: 2871.395996
	Iteration 14Q: 3 clusters Score -414157.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -414204.187500 Penalty: 2871.395996
	Iteration 15Q: 3 clusters Score -414204.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -414247.875000 Penalty: 2871.395996
	Iteration 16Q: 3 clusters Score -414247.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -414288.531250 Penalty: 2871.395996
	Iteration 17Q: 3 clusters Score -414288.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -414335.406250 Penalty: 2871.395996
	Iteration 18Q: 3 clusters Score -414335.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -414385.750000 Penalty: 2871.395996
	Iteration 19Q: 3 clusters Score -414385.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -414420.281250 Penalty: 2871.395996
	Iteration 20F: 3 clusters Score -414420.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -414451.281250 Penalty: 2871.395996
	Iteration 21Q: 3 clusters Score -414451.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -414475.031250 Penalty: 2871.395996
	Iteration 22Q: 3 clusters Score -414475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -414492.093750 Penalty: 2871.395996
	Iteration 23Q: 3 clusters Score -414492.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -414508.156250 Penalty: 2871.395996
	Iteration 24Q: 3 clusters Score -414508.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -414522.250000 Penalty: 2871.395996
	Iteration 25Q: 3 clusters Score -414522.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -414534.593750 Penalty: 2871.395996
	Iteration 26Q: 3 clusters Score -414534.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -414545.750000 Penalty: 2871.395996
	Iteration 27Q: 3 clusters Score -414545.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -414552.750000 Penalty: 2871.395996
	Iteration 28Q: 3 clusters Score -414552.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -414558.812500 Penalty: 2871.395996
	Iteration 29Q: 3 clusters Score -414558.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -414563.312500 Penalty: 2871.395996
	Iteration 30Q: 3 clusters Score -414563.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -414566.718750 Penalty: 2871.395996
	Iteration 31Q: 3 clusters Score -414566.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -414566.656250 Penalty: 2871.395996
	Iteration 32Q: 3 clusters Score -414566.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -414569.375000 Penalty: 2871.395996
	Iteration 33Q: 3 clusters Score -414569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -414570.593750 Penalty: 2871.395996
	Iteration 34Q: 3 clusters Score -414570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -414573.062500 Penalty: 2871.395996
	Iteration 35Q: 3 clusters Score -414573.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -414573.968750 Penalty: 2871.395996
	Iteration 36Q: 3 clusters Score -414574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -414577.812500 Penalty: 2871.395996
	Iteration 37Q: 3 clusters Score -414577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -414579.718750 Penalty: 2871.395996
	Iteration 38Q: 3 clusters Score -414579.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -414580.687500 Penalty: 2871.395996
	Iteration 39Q: 3 clusters Score -414580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -414582.875000 Penalty: 2871.395996
	Iteration 40F: 3 clusters Score -414582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -414584.750000 Penalty: 2871.395996
	Iteration 41Q: 3 clusters Score -414584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -414585.500000 Penalty: 2871.395996
	Iteration 42Q: 3 clusters Score -414585.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -414586.343750 Penalty: 2871.395996
	Iteration 43Q: 3 clusters Score -414586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -414588.906250 Penalty: 2871.395996
	Iteration 44Q: 3 clusters Score -414588.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -414593.031250 Penalty: 2871.395996
	Iteration 45Q: 3 clusters Score -414593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -414595.843750 Penalty: 2871.395996
	Iteration 46Q: 3 clusters Score -414595.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -414599.968750 Penalty: 2871.395996
	Iteration 47Q: 3 clusters Score -414600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -414603.781250 Penalty: 2871.395996
	Iteration 48Q: 3 clusters Score -414603.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -414608.906250 Penalty: 2871.395996
	Iteration 49Q: 3 clusters Score -414608.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -414611.781250 Penalty: 2871.395996
	Iteration 50Q: 3 clusters Score -414611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -414619.812500 Penalty: 2871.395996
	Iteration 51Q: 3 clusters Score -414619.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -414628.468750 Penalty: 2871.395996
	Iteration 52Q: 3 clusters Score -414628.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -414646.500000 Penalty: 2871.395996
	Iteration 53Q: 3 clusters Score -414646.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -414671.750000 Penalty: 2871.395996
	Iteration 54Q: 3 clusters Score -414671.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -414718.468750 Penalty: 2871.395996
	Iteration 55Q: 3 clusters Score -414718.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -414821.312500 Penalty: 2871.395996
	Iteration 56Q: 3 clusters Score -414821.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -414944.093750 Penalty: 2871.395996
	Iteration 57Q: 3 clusters Score -414944.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -415047.968750 Penalty: 2871.395996
	Iteration 58Q: 3 clusters Score -415048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -415126.093750 Penalty: 2871.395996
	Iteration 59Q: 3 clusters Score -415126.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -415172.343750 Penalty: 2871.395996
	Iteration 60F: 3 clusters Score -415172.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -415211.500000 Penalty: 2871.395996
	Iteration 61Q: 3 clusters Score -415211.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -415250.093750 Penalty: 2871.395996
	Iteration 62Q: 3 clusters Score -415250.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -415283.625000 Penalty: 2871.395996
	Iteration 63Q: 3 clusters Score -415283.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -415302.500000 Penalty: 2871.395996
	Iteration 64Q: 3 clusters Score -415302.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -415316.531250 Penalty: 2871.395996
	Iteration 65Q: 3 clusters Score -415316.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -415333.062500 Penalty: 2871.395996
	Iteration 66Q: 3 clusters Score -415333.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -415351.531250 Penalty: 2871.395996
	Iteration 67Q: 3 clusters Score -415351.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -415375.000000 Penalty: 2871.395996
	Iteration 68Q: 3 clusters Score -415375 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -415404.000000 Penalty: 2871.395996
	Iteration 69Q: 3 clusters Score -415404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -415433.125000 Penalty: 2871.395996
	Iteration 70Q: 3 clusters Score -415433.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -415462.843750 Penalty: 2871.395996
	Iteration 71Q: 3 clusters Score -415462.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -415503.843750 Penalty: 2871.395996
	Iteration 72Q: 3 clusters Score -415503.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -415561.031250 Penalty: 2871.395996
	Iteration 73Q: 3 clusters Score -415561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -415630.281250 Penalty: 2871.395996
	Iteration 74Q: 3 clusters Score -415630.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -415718.125000 Penalty: 2871.395996
	Iteration 75Q: 3 clusters Score -415718.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -415793.562500 Penalty: 2871.395996
	Iteration 76Q: 3 clusters Score -415793.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -415854.031250 Penalty: 2871.395996
	Iteration 77Q: 3 clusters Score -415854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -415915.656250 Penalty: 2871.395996
	Iteration 78Q: 3 clusters Score -415915.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -415959.937500 Penalty: 2871.395996
	Iteration 79Q: 3 clusters Score -415959.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -416019.156250 Penalty: 2871.395996
	Iteration 80F: 3 clusters Score -416019.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -416073.250000 Penalty: 2871.395996
	Iteration 81Q: 3 clusters Score -416073.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -416101.375000 Penalty: 2871.395996
	Iteration 82Q: 3 clusters Score -416101.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -416128.187500 Penalty: 2871.395996
	Iteration 83Q: 3 clusters Score -416128.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -416152.375000 Penalty: 2871.395996
	Iteration 84Q: 3 clusters Score -416152.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -416168.843750 Penalty: 2871.395996
	Iteration 85Q: 3 clusters Score -416168.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -416178.500000 Penalty: 2871.395996
	Iteration 86Q: 3 clusters Score -416178.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -416182.562500 Penalty: 2871.395996
	Iteration 87Q: 3 clusters Score -416182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -416184.781250 Penalty: 2871.395996
	Iteration 88Q: 3 clusters Score -416184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -416188.468750 Penalty: 2871.395996
	Iteration 89Q: 3 clusters Score -416188.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -416192.812500 Penalty: 2871.395996
	Iteration 90Q: 3 clusters Score -416192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -416194.750000 Penalty: 2871.395996
	Iteration 91Q: 3 clusters Score -416194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -416197.562500 Penalty: 2871.395996
	Iteration 92Q: 3 clusters Score -416197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -416198.531250 Penalty: 2871.395996
	Iteration 93Q: 3 clusters Score -416198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -416201.562500 Penalty: 2871.395996
	Iteration 94Q: 3 clusters Score -416201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -416201.375000 Penalty: 2871.395996
	Iteration 95Q: 3 clusters Score -416201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -416202.281250 Penalty: 2871.395996
	Iteration 96Q: 3 clusters Score -416202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -416202.281250 Penalty: 2871.395996
	Iteration 97F: 3 clusters Score -416202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -1069885.125000 Penalty: 1589.289917
	Iteration 0F: 2 clusters Score -1069885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1057800.000000 Penalty: 3178.579834
	Iteration 0F: 3 clusters Score -1057800 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1062357.625000 Penalty: 3178.579834
	Iteration 1F: 3 clusters Score -1062358 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1062787.750000 Penalty: 3178.579834
	Iteration 2F: 3 clusters Score -1062788 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1063171.125000 Penalty: 3178.579834
	Iteration 3Q: 3 clusters Score -1063171 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1063488.625000 Penalty: 3178.579834
	Iteration 4Q: 3 clusters Score -1063489 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1063815.500000 Penalty: 3178.579834
	Iteration 5Q: 3 clusters Score -1063816 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1064123.500000 Penalty: 3178.579834
	Iteration 6Q: 3 clusters Score -1064124 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1064418.250000 Penalty: 3178.579834
	Iteration 7Q: 3 clusters Score -1064418 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1064692.500000 Penalty: 3178.579834
	Iteration 8Q: 3 clusters Score -1064692 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1064956.375000 Penalty: 3178.579834
	Iteration 9Q: 3 clusters Score -1064956 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1065249.750000 Penalty: 3178.579834
	Iteration 10Q: 3 clusters Score -1065250 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1065548.875000 Penalty: 3178.579834
	Iteration 11Q: 3 clusters Score -1065549 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1065885.375000 Penalty: 3178.579834
	Iteration 12Q: 3 clusters Score -1065885 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1066201.500000 Penalty: 3178.579834
	Iteration 13Q: 3 clusters Score -1066202 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1066509.375000 Penalty: 3178.579834
	Iteration 14Q: 3 clusters Score -1066509 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1066787.750000 Penalty: 3178.579834
	Iteration 15Q: 3 clusters Score -1066788 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1067054.250000 Penalty: 3178.579834
	Iteration 16Q: 3 clusters Score -1067054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1067333.500000 Penalty: 3178.579834
	Iteration 17Q: 3 clusters Score -1067334 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1067581.375000 Penalty: 3178.579834
	Iteration 18Q: 3 clusters Score -1067581 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1067788.875000 Penalty: 3178.579834
	Iteration 19Q: 3 clusters Score -1067789 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1067978.875000 Penalty: 3178.579834
	Iteration 20F: 3 clusters Score -1067979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1068111.750000 Penalty: 3178.579834
	Iteration 21Q: 3 clusters Score -1068112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1068210.750000 Penalty: 3178.579834
	Iteration 22Q: 3 clusters Score -1068211 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1068283.000000 Penalty: 3178.579834
	Iteration 23Q: 3 clusters Score -1068283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1068339.250000 Penalty: 3178.579834
	Iteration 24Q: 3 clusters Score -1068339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1068379.125000 Penalty: 3178.579834
	Iteration 25Q: 3 clusters Score -1068379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1068413.750000 Penalty: 3178.579834
	Iteration 26Q: 3 clusters Score -1068414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1068437.000000 Penalty: 3178.579834
	Iteration 27Q: 3 clusters Score -1068437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1068460.000000 Penalty: 3178.579834
	Iteration 28Q: 3 clusters Score -1068460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1068473.625000 Penalty: 3178.579834
	Iteration 29Q: 3 clusters Score -1068474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1068483.375000 Penalty: 3178.579834
	Iteration 30Q: 3 clusters Score -1068483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1068492.750000 Penalty: 3178.579834
	Iteration 31Q: 3 clusters Score -1068493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1068505.375000 Penalty: 3178.579834
	Iteration 32Q: 3 clusters Score -1068505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1068519.500000 Penalty: 3178.579834
	Iteration 33Q: 3 clusters Score -1068520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1068527.500000 Penalty: 3178.579834
	Iteration 34Q: 3 clusters Score -1068528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1068529.500000 Penalty: 3178.579834
	Iteration 35Q: 3 clusters Score -1068530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1068531.875000 Penalty: 3178.579834
	Iteration 36Q: 3 clusters Score -1068532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1068532.500000 Penalty: 3178.579834
	Iteration 37Q: 3 clusters Score -1068532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1068536.000000 Penalty: 3178.579834
	Iteration 38Q: 3 clusters Score -1068536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1068536.000000 Penalty: 3178.579834
	Iteration 39F: 3 clusters Score -1068536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -368328.468750 Penalty: 1418.316528
	Iteration 0F: 2 clusters Score -368328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -363627.843750 Penalty: 2836.633057
	Iteration 0F: 3 clusters Score -363627.8 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -364932.218750 Penalty: 2836.633057
	Iteration 1F: 3 clusters Score -364932.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -365095.531250 Penalty: 2836.633057
	Iteration 2F: 3 clusters Score -365095.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -365229.937500 Penalty: 2836.633057
	Iteration 3Q: 3 clusters Score -365229.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -365338.093750 Penalty: 2836.633057
	Iteration 4Q: 3 clusters Score -365338.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -365426.843750 Penalty: 2836.633057
	Iteration 5Q: 3 clusters Score -365426.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -365522.031250 Penalty: 2836.633057
	Iteration 6Q: 3 clusters Score -365522 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -365636.593750 Penalty: 2836.633057
	Iteration 7Q: 3 clusters Score -365636.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -365800.750000 Penalty: 2836.633057
	Iteration 8Q: 3 clusters Score -365800.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -366008.968750 Penalty: 2836.633057
	Iteration 9Q: 3 clusters Score -366009 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -366227.500000 Penalty: 2836.633057
	Iteration 10Q: 3 clusters Score -366227.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -366468.031250 Penalty: 2836.633057
	Iteration 11F: 3 clusters Score -366468 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -366687.062500 Penalty: 2836.633057
	Iteration 12Q: 3 clusters Score -366687.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -366850.156250 Penalty: 2836.633057
	Iteration 13Q: 3 clusters Score -366850.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -366967.968750 Penalty: 2836.633057
	Iteration 14Q: 3 clusters Score -366968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -367060.843750 Penalty: 2836.633057
	Iteration 15Q: 3 clusters Score -367060.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -367137.593750 Penalty: 2836.633057
	Iteration 16Q: 3 clusters Score -367137.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -367193.687500 Penalty: 2836.633057
	Iteration 17Q: 3 clusters Score -367193.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -367232.718750 Penalty: 2836.633057
	Iteration 18Q: 3 clusters Score -367232.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -367275.281250 Penalty: 2836.633057
	Iteration 19Q: 3 clusters Score -367275.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -367305.968750 Penalty: 2836.633057
	Iteration 20F: 3 clusters Score -367306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -367333.000000 Penalty: 2836.633057
	Iteration 21Q: 3 clusters Score -367333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -367354.468750 Penalty: 2836.633057
	Iteration 22Q: 3 clusters Score -367354.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -367367.687500 Penalty: 2836.633057
	Iteration 23Q: 3 clusters Score -367367.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -367379.218750 Penalty: 2836.633057
	Iteration 24Q: 3 clusters Score -367379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -367388.812500 Penalty: 2836.633057
	Iteration 25Q: 3 clusters Score -367388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -367394.750000 Penalty: 2836.633057
	Iteration 26Q: 3 clusters Score -367394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -367397.468750 Penalty: 2836.633057
	Iteration 27Q: 3 clusters Score -367397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -367399.750000 Penalty: 2836.633057
	Iteration 28Q: 3 clusters Score -367399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -367403.687500 Penalty: 2836.633057
	Iteration 29Q: 3 clusters Score -367403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -367407.218750 Penalty: 2836.633057
	Iteration 30Q: 3 clusters Score -367407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -367411.250000 Penalty: 2836.633057
	Iteration 31Q: 3 clusters Score -367411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -367413.312500 Penalty: 2836.633057
	Iteration 32Q: 3 clusters Score -367413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -367414.750000 Penalty: 2836.633057
	Iteration 33Q: 3 clusters Score -367414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -367416.312500 Penalty: 2836.633057
	Iteration 34Q: 3 clusters Score -367416.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -367417.593750 Penalty: 2836.633057
	Iteration 35Q: 3 clusters Score -367417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -367419.187500 Penalty: 2836.633057
	Iteration 36Q: 3 clusters Score -367419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -367419.437500 Penalty: 2836.633057
	Iteration 37Q: 3 clusters Score -367419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -367423.281250 Penalty: 2836.633057
	Iteration 38Q: 3 clusters Score -367423.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -367426.968750 Penalty: 2836.633057
	Iteration 39Q: 3 clusters Score -367427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -367431.031250 Penalty: 2836.633057
	Iteration 40F: 3 clusters Score -367431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -367434.156250 Penalty: 2836.633057
	Iteration 41Q: 3 clusters Score -367434.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -367438.156250 Penalty: 2836.633057
	Iteration 42Q: 3 clusters Score -367438.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -367442.156250 Penalty: 2836.633057
	Iteration 43Q: 3 clusters Score -367442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -367443.812500 Penalty: 2836.633057
	Iteration 44Q: 3 clusters Score -367443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -367444.781250 Penalty: 2836.633057
	Iteration 45Q: 3 clusters Score -367444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -367445.281250 Penalty: 2836.633057
	Iteration 46Q: 3 clusters Score -367445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -367445.312500 Penalty: 2836.633057
	Iteration 47Q: 3 clusters Score -367445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -367447.187500 Penalty: 2836.633057
	Iteration 48Q: 3 clusters Score -367447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -367449.093750 Penalty: 2836.633057
	Iteration 49Q: 3 clusters Score -367449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -367450.750000 Penalty: 2836.633057
	Iteration 50Q: 3 clusters Score -367450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -367450.468750 Penalty: 2836.633057
	Iteration 51Q: 3 clusters Score -367450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -367449.937500 Penalty: 2836.633057
	Iteration 52Q: 3 clusters Score -367449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -367452.218750 Penalty: 2836.633057
	Iteration 53Q: 3 clusters Score -367452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -367452.937500 Penalty: 2836.633057
	Iteration 54Q: 3 clusters Score -367452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -367453.000000 Penalty: 2836.633057
	Iteration 55Q: 3 clusters Score -367453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -367453.500000 Penalty: 2836.633057
	Iteration 56Q: 3 clusters Score -367453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -367453.500000 Penalty: 2836.633057
	Iteration 57F: 3 clusters Score -367453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Entering Unmasked Estep 
Score: -448038.250000 Penalty: 1447.244873
	Iteration 0F: 2 clusters Score -448038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -442557.906250 Penalty: 2894.489746
	Iteration 0F: 3 clusters Score -442557.9 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -444253.562500 Penalty: 2894.489746
	Iteration 1F: 3 clusters Score -444253.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -444468.937500 Penalty: 2894.489746
	Iteration 2F: 3 clusters Score -444468.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -444631.906250 Penalty: 2894.489746
	Iteration 3Q: 3 clusters Score -444631.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -444782.125000 Penalty: 2894.489746
	Iteration 4Q: 3 clusters Score -444782.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -444889.781250 Penalty: 2894.489746
	Iteration 5Q: 3 clusters Score -444889.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -445007.343750 Penalty: 2894.489746
	Iteration 6Q: 3 clusters Score -445007.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -445148.906250 Penalty: 2894.489746
	Iteration 7Q: 3 clusters Score -445148.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -445290.687500 Penalty: 2894.489746
	Iteration 8Q: 3 clusters Score -445290.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -445432.062500 Penalty: 2894.489746
	Iteration 9Q: 3 clusters Score -445432.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -445636.125000 Penalty: 2894.489746
	Iteration 10Q: 3 clusters Score -445636.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -445867.031250 Penalty: 2894.489746
	Iteration 11Q: 3 clusters Score -445867 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -446066.062500 Penalty: 2894.489746
	Iteration 12Q: 3 clusters Score -446066.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -446246.343750 Penalty: 2894.489746
	Iteration 13Q: 3 clusters Score -446246.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -446391.593750 Penalty: 2894.489746
	Iteration 14Q: 3 clusters Score -446391.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -446510.687500 Penalty: 2894.489746
	Iteration 15Q: 3 clusters Score -446510.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -446595.906250 Penalty: 2894.489746
	Iteration 16Q: 3 clusters Score -446595.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -446668.156250 Penalty: 2894.489746
	Iteration 17Q: 3 clusters Score -446668.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -446722.406250 Penalty: 2894.489746
	Iteration 18Q: 3 clusters Score -446722.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -446771.500000 Penalty: 2894.489746
	Iteration 19Q: 3 clusters Score -446771.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -446806.968750 Penalty: 2894.489746
	Iteration 20F: 3 clusters Score -446807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -446846.656250 Penalty: 2894.489746
	Iteration 21Q: 3 clusters Score -446846.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -446876.531250 Penalty: 2894.489746
	Iteration 22Q: 3 clusters Score -446876.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -446895.031250 Penalty: 2894.489746
	Iteration 23Q: 3 clusters Score -446895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -446911.562500 Penalty: 2894.489746
	Iteration 24Q: 3 clusters Score -446911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -446922.750000 Penalty: 2894.489746
	Iteration 25Q: 3 clusters Score -446922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -446929.718750 Penalty: 2894.489746
	Iteration 26Q: 3 clusters Score -446929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -446935.093750 Penalty: 2894.489746
	Iteration 27Q: 3 clusters Score -446935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -446941.000000 Penalty: 2894.489746
	Iteration 28Q: 3 clusters Score -446941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -446944.062500 Penalty: 2894.489746
	Iteration 29Q: 3 clusters Score -446944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -446951.281250 Penalty: 2894.489746
	Iteration 30Q: 3 clusters Score -446951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -446955.656250 Penalty: 2894.489746
	Iteration 31Q: 3 clusters Score -446955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -446958.593750 Penalty: 2894.489746
	Iteration 32Q: 3 clusters Score -446958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -446960.656250 Penalty: 2894.489746
	Iteration 33Q: 3 clusters Score -446960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -446963.531250 Penalty: 2894.489746
	Iteration 34Q: 3 clusters Score -446963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -446965.156250 Penalty: 2894.489746
	Iteration 35Q: 3 clusters Score -446965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -446965.875000 Penalty: 2894.489746
	Iteration 36Q: 3 clusters Score -446965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -446965.875000 Penalty: 2894.489746
	Iteration 37F: 3 clusters Score -446965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -338010.468750 Penalty: 1407.263184
	Iteration 0F: 2 clusters Score -338010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -333511.718750 Penalty: 2814.526367
	Iteration 0F: 3 clusters Score -333511.7 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -334785.781250 Penalty: 2814.526367
	Iteration 1F: 3 clusters Score -334785.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335038.500000 Penalty: 2814.526367
	Iteration 2F: 3 clusters Score -335038.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -335249.312500 Penalty: 2814.526367
	Iteration 3F: 3 clusters Score -335249.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -335445.062500 Penalty: 2814.526367
	Iteration 4F: 3 clusters Score -335445.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -335637.625000 Penalty: 2814.526367
	Iteration 5F: 3 clusters Score -335637.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -335798.218750 Penalty: 2814.526367
	Iteration 6Q: 3 clusters Score -335798.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -335929.062500 Penalty: 2814.526367
	Iteration 7Q: 3 clusters Score -335929.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -336045.468750 Penalty: 2814.526367
	Iteration 8Q: 3 clusters Score -336045.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -336160.281250 Penalty: 2814.526367
	Iteration 9Q: 3 clusters Score -336160.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -336273.000000 Penalty: 2814.526367
	Iteration 10Q: 3 clusters Score -336273 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -336407.531250 Penalty: 2814.526367
	Iteration 11Q: 3 clusters Score -336407.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -336535.875000 Penalty: 2814.526367
	Iteration 12Q: 3 clusters Score -336535.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -336632.312500 Penalty: 2814.526367
	Iteration 13Q: 3 clusters Score -336632.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -336718.250000 Penalty: 2814.526367
	Iteration 14Q: 3 clusters Score -336718.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -336796.531250 Penalty: 2814.526367
	Iteration 15Q: 3 clusters Score -336796.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -336865.156250 Penalty: 2814.526367
	Iteration 16Q: 3 clusters Score -336865.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -336933.718750 Penalty: 2814.526367
	Iteration 17Q: 3 clusters Score -336933.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -336991.187500 Penalty: 2814.526367
	Iteration 18Q: 3 clusters Score -336991.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -337027.906250 Penalty: 2814.526367
	Iteration 19Q: 3 clusters Score -337027.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -337053.906250 Penalty: 2814.526367
	Iteration 20F: 3 clusters Score -337053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -337071.531250 Penalty: 2814.526367
	Iteration 21Q: 3 clusters Score -337071.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -337084.406250 Penalty: 2814.526367
	Iteration 22Q: 3 clusters Score -337084.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -337095.343750 Penalty: 2814.526367
	Iteration 23Q: 3 clusters Score -337095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -337098.937500 Penalty: 2814.526367
	Iteration 24Q: 3 clusters Score -337098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -337101.000000 Penalty: 2814.526367
	Iteration 25Q: 3 clusters Score -337101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -337103.250000 Penalty: 2814.526367
	Iteration 26Q: 3 clusters Score -337103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -337105.593750 Penalty: 2814.526367
	Iteration 27Q: 3 clusters Score -337105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -337110.375000 Penalty: 2814.526367
	Iteration 28Q: 3 clusters Score -337110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -337113.656250 Penalty: 2814.526367
	Iteration 29Q: 3 clusters Score -337113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -337115.968750 Penalty: 2814.526367
	Iteration 30Q: 3 clusters Score -337116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -337116.843750 Penalty: 2814.526367
	Iteration 31Q: 3 clusters Score -337116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337116.875000 Penalty: 2814.526367
	Iteration 32Q: 3 clusters Score -337116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337117.093750 Penalty: 2814.526367
	Iteration 33Q: 3 clusters Score -337117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -337118.250000 Penalty: 2814.526367
	Iteration 34Q: 3 clusters Score -337118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -337119.062500 Penalty: 2814.526367
	Iteration 35Q: 3 clusters Score -337119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337119.531250 Penalty: 2814.526367
	Iteration 36Q: 3 clusters Score -337119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -337119.531250 Penalty: 2814.526367
	Iteration 37F: 3 clusters Score -337119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -557978.062500 Penalty: 1487.590698
	Iteration 0F: 2 clusters Score -557978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -551175.812500 Penalty: 2975.181396
	Iteration 0F: 3 clusters Score -551175.8 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -553457.812500 Penalty: 2975.181396
	Iteration 1F: 3 clusters Score -553457.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -553807.812500 Penalty: 2975.181396
	Iteration 2F: 3 clusters Score -553807.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -554155.812500 Penalty: 2975.181396
	Iteration 3F: 3 clusters Score -554155.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -554508.437500 Penalty: 2975.181396
	Iteration 4F: 3 clusters Score -554508.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -554886.000000 Penalty: 2975.181396
	Iteration 5F: 3 clusters Score -554886 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -555331.125000 Penalty: 2975.181396
	Iteration 6F: 3 clusters Score -555331.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -555770.812500 Penalty: 2975.181396
	Iteration 7F: 3 clusters Score -555770.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -556176.875000 Penalty: 2975.181396
	Iteration 8F: 3 clusters Score -556176.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -556466.125000 Penalty: 2975.181396
	Iteration 9Q: 3 clusters Score -556466.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -556642.375000 Penalty: 2975.181396
	Iteration 10Q: 3 clusters Score -556642.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -556731.750000 Penalty: 2975.181396
	Iteration 11Q: 3 clusters Score -556731.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -556782.125000 Penalty: 2975.181396
	Iteration 12Q: 3 clusters Score -556782.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -556819.125000 Penalty: 2975.181396
	Iteration 13Q: 3 clusters Score -556819.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -556837.625000 Penalty: 2975.181396
	Iteration 14Q: 3 clusters Score -556837.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -556852.000000 Penalty: 2975.181396
	Iteration 15Q: 3 clusters Score -556852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -556860.937500 Penalty: 2975.181396
	Iteration 16Q: 3 clusters Score -556860.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -556866.250000 Penalty: 2975.181396
	Iteration 17Q: 3 clusters Score -556866.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -556872.187500 Penalty: 2975.181396
	Iteration 18Q: 3 clusters Score -556872.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -556876.500000 Penalty: 2975.181396
	Iteration 19Q: 3 clusters Score -556876.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -556880.437500 Penalty: 2975.181396
	Iteration 20F: 3 clusters Score -556880.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -556883.250000 Penalty: 2975.181396
	Iteration 21Q: 3 clusters Score -556883.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -556882.937500 Penalty: 2975.181396
	Iteration 22Q: 3 clusters Score -556882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -556884.500000 Penalty: 2975.181396
	Iteration 23Q: 3 clusters Score -556884.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -556885.812500 Penalty: 2975.181396
	Iteration 24Q: 3 clusters Score -556885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -556889.500000 Penalty: 2975.181396
	Iteration 25Q: 3 clusters Score -556889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -556888.375000 Penalty: 2975.181396
	Iteration 26Q: 3 clusters Score -556888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -556890.062500 Penalty: 2975.181396
	Iteration 27Q: 3 clusters Score -556890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -556888.812500 Penalty: 2975.181396
	Iteration 28Q: 3 clusters Score -556888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -556890.812500 Penalty: 2975.181396
	Iteration 29Q: 3 clusters Score -556890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -556890.562500 Penalty: 2975.181396
	Iteration 30Q: 3 clusters Score -556890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -556890.562500 Penalty: 2975.181396
	Iteration 31F: 3 clusters Score -556890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -726569.437500 Penalty: 1537.264160
	Iteration 0F: 2 clusters Score -726569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -717598.937500 Penalty: 3074.528320
	Iteration 0F: 3 clusters Score -717598.9 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -720772.187500 Penalty: 3074.528320
	Iteration 1F: 3 clusters Score -720772.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -721204.625000 Penalty: 3074.528320
	Iteration 2F: 3 clusters Score -721204.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -721592.437500 Penalty: 3074.528320
	Iteration 3F: 3 clusters Score -721592.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -721973.687500 Penalty: 3074.528320
	Iteration 4F: 3 clusters Score -721973.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -722356.562500 Penalty: 3074.528320
	Iteration 5F: 3 clusters Score -722356.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -722722.250000 Penalty: 3074.528320
	Iteration 6Q: 3 clusters Score -722722.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -723044.312500 Penalty: 3074.528320
	Iteration 7Q: 3 clusters Score -723044.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -723339.812500 Penalty: 3074.528320
	Iteration 8Q: 3 clusters Score -723339.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -723576.687500 Penalty: 3074.528320
	Iteration 9Q: 3 clusters Score -723576.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -723740.250000 Penalty: 3074.528320
	Iteration 10Q: 3 clusters Score -723740.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -723849.875000 Penalty: 3074.528320
	Iteration 11Q: 3 clusters Score -723849.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -723920.000000 Penalty: 3074.528320
	Iteration 12Q: 3 clusters Score -723920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -723969.937500 Penalty: 3074.528320
	Iteration 13Q: 3 clusters Score -723969.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -724011.750000 Penalty: 3074.528320
	Iteration 14Q: 3 clusters Score -724011.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -724046.875000 Penalty: 3074.528320
	Iteration 15Q: 3 clusters Score -724046.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -724071.062500 Penalty: 3074.528320
	Iteration 16Q: 3 clusters Score -724071.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -724094.625000 Penalty: 3074.528320
	Iteration 17Q: 3 clusters Score -724094.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -724106.500000 Penalty: 3074.528320
	Iteration 18Q: 3 clusters Score -724106.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -724118.375000 Penalty: 3074.528320
	Iteration 19Q: 3 clusters Score -724118.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -724129.312500 Penalty: 3074.528320
	Iteration 20F: 3 clusters Score -724129.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -724144.437500 Penalty: 3074.528320
	Iteration 21Q: 3 clusters Score -724144.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -724151.437500 Penalty: 3074.528320
	Iteration 22Q: 3 clusters Score -724151.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -724158.687500 Penalty: 3074.528320
	Iteration 23Q: 3 clusters Score -724158.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -724169.875000 Penalty: 3074.528320
	Iteration 24Q: 3 clusters Score -724169.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -724178.312500 Penalty: 3074.528320
	Iteration 25Q: 3 clusters Score -724178.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -724183.875000 Penalty: 3074.528320
	Iteration 26Q: 3 clusters Score -724183.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -724189.187500 Penalty: 3074.528320
	Iteration 27Q: 3 clusters Score -724189.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -724194.062500 Penalty: 3074.528320
	Iteration 28Q: 3 clusters Score -724194.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -724201.500000 Penalty: 3074.528320
	Iteration 29Q: 3 clusters Score -724201.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -724208.750000 Penalty: 3074.528320
	Iteration 30Q: 3 clusters Score -724208.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -724212.625000 Penalty: 3074.528320
	Iteration 31Q: 3 clusters Score -724212.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -724219.062500 Penalty: 3074.528320
	Iteration 32Q: 3 clusters Score -724219.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -724223.312500 Penalty: 3074.528320
	Iteration 33Q: 3 clusters Score -724223.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -724229.437500 Penalty: 3074.528320
	Iteration 34Q: 3 clusters Score -724229.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -724231.500000 Penalty: 3074.528320
	Iteration 35Q: 3 clusters Score -724231.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -724236.812500 Penalty: 3074.528320
	Iteration 36Q: 3 clusters Score -724236.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -724242.000000 Penalty: 3074.528320
	Iteration 37Q: 3 clusters Score -724242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -724252.625000 Penalty: 3074.528320
	Iteration 38Q: 3 clusters Score -724252.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -724259.625000 Penalty: 3074.528320
	Iteration 39Q: 3 clusters Score -724259.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -724262.812500 Penalty: 3074.528320
	Iteration 40F: 3 clusters Score -724262.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -724270.937500 Penalty: 3074.528320
	Iteration 41Q: 3 clusters Score -724270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -724277.125000 Penalty: 3074.528320
	Iteration 42Q: 3 clusters Score -724277.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -724280.437500 Penalty: 3074.528320
	Iteration 43Q: 3 clusters Score -724280.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -724285.000000 Penalty: 3074.528320
	Iteration 44Q: 3 clusters Score -724285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -724291.125000 Penalty: 3074.528320
	Iteration 45Q: 3 clusters Score -724291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -724296.500000 Penalty: 3074.528320
	Iteration 46Q: 3 clusters Score -724296.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -724307.062500 Penalty: 3074.528320
	Iteration 47Q: 3 clusters Score -724307.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -724319.500000 Penalty: 3074.528320
	Iteration 48Q: 3 clusters Score -724319.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -724333.250000 Penalty: 3074.528320
	Iteration 49Q: 3 clusters Score -724333.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -724351.437500 Penalty: 3074.528320
	Iteration 50Q: 3 clusters Score -724351.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -724364.375000 Penalty: 3074.528320
	Iteration 51Q: 3 clusters Score -724364.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -724377.687500 Penalty: 3074.528320
	Iteration 52Q: 3 clusters Score -724377.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -724392.312500 Penalty: 3074.528320
	Iteration 53Q: 3 clusters Score -724392.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -724408.062500 Penalty: 3074.528320
	Iteration 54Q: 3 clusters Score -724408.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -724425.437500 Penalty: 3074.528320
	Iteration 55Q: 3 clusters Score -724425.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -724448.250000 Penalty: 3074.528320
	Iteration 56Q: 3 clusters Score -724448.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -724472.687500 Penalty: 3074.528320
	Iteration 57Q: 3 clusters Score -724472.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -724502.750000 Penalty: 3074.528320
	Iteration 58Q: 3 clusters Score -724502.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -724537.875000 Penalty: 3074.528320
	Iteration 59Q: 3 clusters Score -724537.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -724573.375000 Penalty: 3074.528320
	Iteration 60F: 3 clusters Score -724573.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -724604.062500 Penalty: 3074.528320
	Iteration 61Q: 3 clusters Score -724604.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -724632.062500 Penalty: 3074.528320
	Iteration 62Q: 3 clusters Score -724632.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -724656.875000 Penalty: 3074.528320
	Iteration 63Q: 3 clusters Score -724656.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -724682.562500 Penalty: 3074.528320
	Iteration 64Q: 3 clusters Score -724682.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -724705.562500 Penalty: 3074.528320
	Iteration 65Q: 3 clusters Score -724705.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -724728.500000 Penalty: 3074.528320
	Iteration 66Q: 3 clusters Score -724728.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -724752.062500 Penalty: 3074.528320
	Iteration 67Q: 3 clusters Score -724752.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -724780.937500 Penalty: 3074.528320
	Iteration 68Q: 3 clusters Score -724780.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -724808.687500 Penalty: 3074.528320
	Iteration 69Q: 3 clusters Score -724808.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -724832.937500 Penalty: 3074.528320
	Iteration 70Q: 3 clusters Score -724832.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -724859.750000 Penalty: 3074.528320
	Iteration 71Q: 3 clusters Score -724859.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -724882.937500 Penalty: 3074.528320
	Iteration 72Q: 3 clusters Score -724882.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -724904.250000 Penalty: 3074.528320
	Iteration 73Q: 3 clusters Score -724904.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -724924.750000 Penalty: 3074.528320
	Iteration 74Q: 3 clusters Score -724924.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -724943.062500 Penalty: 3074.528320
	Iteration 75Q: 3 clusters Score -724943.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -724962.250000 Penalty: 3074.528320
	Iteration 76Q: 3 clusters Score -724962.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -724984.375000 Penalty: 3074.528320
	Iteration 77Q: 3 clusters Score -724984.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -725004.375000 Penalty: 3074.528320
	Iteration 78Q: 3 clusters Score -725004.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -725024.687500 Penalty: 3074.528320
	Iteration 79Q: 3 clusters Score -725024.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -725040.187500 Penalty: 3074.528320
	Iteration 80F: 3 clusters Score -725040.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -725062.625000 Penalty: 3074.528320
	Iteration 81Q: 3 clusters Score -725062.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -725086.750000 Penalty: 3074.528320
	Iteration 82Q: 3 clusters Score -725086.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -725104.125000 Penalty: 3074.528320
	Iteration 83Q: 3 clusters Score -725104.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -725119.000000 Penalty: 3074.528320
	Iteration 84Q: 3 clusters Score -725119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -725139.812500 Penalty: 3074.528320
	Iteration 85Q: 3 clusters Score -725139.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -725160.250000 Penalty: 3074.528320
	Iteration 86Q: 3 clusters Score -725160.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -725178.750000 Penalty: 3074.528320
	Iteration 87Q: 3 clusters Score -725178.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -725196.875000 Penalty: 3074.528320
	Iteration 88Q: 3 clusters Score -725196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -725211.312500 Penalty: 3074.528320
	Iteration 89Q: 3 clusters Score -725211.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -725224.687500 Penalty: 3074.528320
	Iteration 90Q: 3 clusters Score -725224.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -725233.437500 Penalty: 3074.528320
	Iteration 91Q: 3 clusters Score -725233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -725240.187500 Penalty: 3074.528320
	Iteration 92Q: 3 clusters Score -725240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -725252.187500 Penalty: 3074.528320
	Iteration 93Q: 3 clusters Score -725252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -725260.062500 Penalty: 3074.528320
	Iteration 94Q: 3 clusters Score -725260.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -725265.875000 Penalty: 3074.528320
	Iteration 95Q: 3 clusters Score -725265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -725270.062500 Penalty: 3074.528320
	Iteration 96Q: 3 clusters Score -725270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -725273.062500 Penalty: 3074.528320
	Iteration 97Q: 3 clusters Score -725273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -725277.000000 Penalty: 3074.528320
	Iteration 98Q: 3 clusters Score -725277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -725277.500000 Penalty: 3074.528320
	Iteration 99Q: 3 clusters Score -725277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -725279.437500 Penalty: 3074.528320
	Iteration 100F: 3 clusters Score -725279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -725279.250000 Penalty: 3074.528320
	Iteration 101Q: 3 clusters Score -725279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -725279.812500 Penalty: 3074.528320
	Iteration 102Q: 3 clusters Score -725279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -725279.812500 Penalty: 3074.528320
	Iteration 103F: 3 clusters Score -725279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -112241.929688 Penalty: 1242.454834
	Iteration 0F: 2 clusters Score -112241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -110069.882812 Penalty: 2484.909668
	Iteration 0F: 3 clusters Score -110069.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110567.343750 Penalty: 2484.909668
	Iteration 1F: 3 clusters Score -110567.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -110696.281250 Penalty: 2484.909668
	Iteration 2F: 3 clusters Score -110696.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -110749.656250 Penalty: 2484.909668
	Iteration 3Q: 3 clusters Score -110749.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -110780.226562 Penalty: 2484.909668
	Iteration 4Q: 3 clusters Score -110780.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -110803.804688 Penalty: 2484.909668
	Iteration 5Q: 3 clusters Score -110803.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110823.789062 Penalty: 2484.909668
	Iteration 6Q: 3 clusters Score -110823.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -110840.570312 Penalty: 2484.909668
	Iteration 7Q: 3 clusters Score -110840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -110846.976562 Penalty: 2484.909668
	Iteration 8Q: 3 clusters Score -110847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -110852.539062 Penalty: 2484.909668
	Iteration 9Q: 3 clusters Score -110852.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110857.656250 Penalty: 2484.909668
	Iteration 10Q: 3 clusters Score -110857.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110867.375000 Penalty: 2484.909668
	Iteration 11Q: 3 clusters Score -110867.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110880.773438 Penalty: 2484.909668
	Iteration 12Q: 3 clusters Score -110880.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -110889.351562 Penalty: 2484.909668
	Iteration 13Q: 3 clusters Score -110889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110897.562500 Penalty: 2484.909668
	Iteration 14Q: 3 clusters Score -110897.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -110905.671875 Penalty: 2484.909668
	Iteration 15Q: 3 clusters Score -110905.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110912.460938 Penalty: 2484.909668
	Iteration 16Q: 3 clusters Score -110912.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -110916.570312 Penalty: 2484.909668
	Iteration 17Q: 3 clusters Score -110916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -110919.375000 Penalty: 2484.909668
	Iteration 18Q: 3 clusters Score -110919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110921.343750 Penalty: 2484.909668
	Iteration 19Q: 3 clusters Score -110921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -110923.187500 Penalty: 2484.909668
	Iteration 20F: 3 clusters Score -110923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -110924.609375 Penalty: 2484.909668
	Iteration 21Q: 3 clusters Score -110924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110928.945312 Penalty: 2484.909668
	Iteration 22Q: 3 clusters Score -110928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -110931.656250 Penalty: 2484.909668
	Iteration 23Q: 3 clusters Score -110931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110933.898438 Penalty: 2484.909668
	Iteration 24Q: 3 clusters Score -110933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110935.945312 Penalty: 2484.909668
	Iteration 25Q: 3 clusters Score -110935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -110937.578125 Penalty: 2484.909668
	Iteration 26Q: 3 clusters Score -110937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -110938.765625 Penalty: 2484.909668
	Iteration 27Q: 3 clusters Score -110938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -110941.375000 Penalty: 2484.909668
	Iteration 28Q: 3 clusters Score -110941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110943.835938 Penalty: 2484.909668
	Iteration 29Q: 3 clusters Score -110943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110944.539062 Penalty: 2484.909668
	Iteration 30Q: 3 clusters Score -110944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110945.093750 Penalty: 2484.909668
	Iteration 31Q: 3 clusters Score -110945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110945.640625 Penalty: 2484.909668
	Iteration 32Q: 3 clusters Score -110945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110946.109375 Penalty: 2484.909668
	Iteration 33Q: 3 clusters Score -110946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -110946.812500 Penalty: 2484.909668
	Iteration 34Q: 3 clusters Score -110946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110947.015625 Penalty: 2484.909668
	Iteration 35Q: 3 clusters Score -110947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -110947.015625 Penalty: 2484.909668
	Iteration 36F: 3 clusters Score -110947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -127576.921875 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -127576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -125202.500000 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -125202.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -125826.062500 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -125826.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -125967.945312 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -125967.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -126076.796875 Penalty: 2533.317627
	Iteration 3F: 3 clusters Score -126076.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -126186.507812 Penalty: 2533.317627
	Iteration 4Q: 3 clusters Score -126186.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -126256.171875 Penalty: 2533.317627
	Iteration 5Q: 3 clusters Score -126256.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126322.320312 Penalty: 2533.317627
	Iteration 6Q: 3 clusters Score -126322.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -126365.953125 Penalty: 2533.317627
	Iteration 7Q: 3 clusters Score -126366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -126396.085938 Penalty: 2533.317627
	Iteration 8Q: 3 clusters Score -126396.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -126419.164062 Penalty: 2533.317627
	Iteration 9Q: 3 clusters Score -126419.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -126437.468750 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -126437.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126454.421875 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -126454.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -126475.500000 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -126475.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -126498.796875 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -126498.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -126523.437500 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -126523.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -126547.382812 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -126547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -126567.492188 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -126567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -126582.632812 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -126582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -126598.226562 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -126598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -126609.078125 Penalty: 2533.317627
	Iteration 19Q: 3 clusters Score -126609.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126615.773438 Penalty: 2533.317627
	Iteration 20F: 3 clusters Score -126615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -126621.406250 Penalty: 2533.317627
	Iteration 21Q: 3 clusters Score -126621.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -126627.476562 Penalty: 2533.317627
	Iteration 22Q: 3 clusters Score -126627.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -126634.789062 Penalty: 2533.317627
	Iteration 23Q: 3 clusters Score -126634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -126641.679688 Penalty: 2533.317627
	Iteration 24Q: 3 clusters Score -126641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126646.687500 Penalty: 2533.317627
	Iteration 25Q: 3 clusters Score -126646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -126649.312500 Penalty: 2533.317627
	Iteration 26Q: 3 clusters Score -126649.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -126652.703125 Penalty: 2533.317627
	Iteration 27Q: 3 clusters Score -126652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126655.609375 Penalty: 2533.317627
	Iteration 28Q: 3 clusters Score -126655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126655.742188 Penalty: 2533.317627
	Iteration 29Q: 3 clusters Score -126655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126656.312500 Penalty: 2533.317627
	Iteration 30Q: 3 clusters Score -126656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126656.656250 Penalty: 2533.317627
	Iteration 31Q: 3 clusters Score -126656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126656.656250 Penalty: 2533.317627
	Iteration 32F: 3 clusters Score -126656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -76207.039062 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -76207.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -74427.851562 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -74427.85 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -74791.945312 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -74791.95 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -74867.375000 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -74867.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74907.015625 Penalty: 2393.683594
	Iteration 3Q: 3 clusters Score -74907.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -74932.593750 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -74932.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -74946.828125 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -74946.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -74952.101562 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -74952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74956.648438 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -74956.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -74964.085938 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -74964.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -74971.023438 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -74971.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -74978.234375 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -74978.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74985.984375 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -74985.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74990.054688 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -74990.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -74992.367188 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -74992.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74995.523438 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -74995.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74998.726562 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -74998.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75001.101562 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -75001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75004.304688 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -75004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -75007.453125 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -75007.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -75011.468750 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -75011.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75014.304688 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -75014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75015.093750 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -75015.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75016.351562 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -75016.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75017.062500 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -75017.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75017.609375 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -75017.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -75019.265625 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -75019.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -75019.742188 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -75019.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -75019.742188 Penalty: 2393.683594
	Iteration 27F: 3 clusters Score -75019.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9421 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 67031 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 13 contains 17681 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560221.000000 Penalty: 41504.164062
Iteration 79Q: 22 clusters Score -1.056022e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 67022 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 17697 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 9418 members 
Mstep: Class 18 contains 12838 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560240.000000 Penalty: 41504.164062
Iteration 80F: 22 clusters Score -1.056024e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9447 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 2516 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 67024 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 17714 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 9372 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560292.000000 Penalty: 41504.164062
Iteration 81Q: 22 clusters Score -1.056029e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9463 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9278 members 
Mstep: Class 8 contains 67022 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 6853 members 
Mstep: Class 13 contains 17737 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 12835 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560282.000000 Penalty: 41504.164062
Iteration 82Q: 22 clusters Score -1.056028e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 67026 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 5302 members 
Mstep: Class 12 contains 6844 members 
Mstep: Class 13 contains 17767 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 7559 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 9293 members 
Mstep: Class 18 contains 12836 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560327.000000 Penalty: 41504.164062
Iteration 83Q: 22 clusters Score -1.056033e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9486 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 67025 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 17795 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560315.000000 Penalty: 41504.164062
Iteration 84Q: 22 clusters Score -1.056032e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 2484 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 67021 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 17822 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 7616 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 12836 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560363.000000 Penalty: 41504.164062
Iteration 85Q: 22 clusters Score -1.056036e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 67017 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 17847 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 7630 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560356.000000 Penalty: 41504.164062
Iteration 86Q: 22 clusters Score -1.056036e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 2824 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 67022 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 17876 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 7650 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560367.000000 Penalty: 41504.164062
Iteration 87Q: 22 clusters Score -1.056037e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 67019 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 17904 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7673 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 9209 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560409.000000 Penalty: 41504.164062
Iteration 88Q: 22 clusters Score -1.056041e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 67025 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 17928 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 7692 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 9187 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560387.000000 Penalty: 41504.164062
Iteration 89Q: 22 clusters Score -1.056039e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9517 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 67021 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 17948 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7709 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 12836 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560390.000000 Penalty: 41504.164062
Iteration 90Q: 22 clusters Score -1.056039e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9519 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9289 members 
Mstep: Class 8 contains 67024 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 5333 members 
Mstep: Class 12 contains 6839 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7729 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 9150 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560399.000000 Penalty: 41504.164062
Iteration 91Q: 22 clusters Score -1.05604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9523 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 67025 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 7746 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 12829 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560405.000000 Penalty: 41504.164062
Iteration 92Q: 22 clusters Score -1.05604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9284 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 18 contains 12827 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560409.000000 Penalty: 41504.164062
Iteration 93Q: 22 clusters Score -1.056041e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9543 members 
Mstep: Class 4 contains 2812 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9284 members 
Mstep: Class 8 contains 67033 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5338 members 
Mstep: Class 12 contains 6827 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7789 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 9089 members 
Mstep: Class 18 contains 12823 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560435.000000 Penalty: 41504.164062
Iteration 94Q: 22 clusters Score -1.056044e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 67031 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 6825 members 
Mstep: Class 13 contains 17997 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7807 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 9074 members 
Mstep: Class 18 contains 12826 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560449.000000 Penalty: 41504.164062
Iteration 95Q: 22 clusters Score -1.056045e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9564 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9278 members 
Mstep: Class 8 contains 67027 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5350 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 18001 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7818 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 9062 members 
Mstep: Class 18 contains 12826 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560501.000000 Penalty: 41504.164062
Iteration 96Q: 22 clusters Score -1.05605e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9579 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 2441 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9273 members 
Mstep: Class 8 contains 67024 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5362 members 
Mstep: Class 12 contains 6819 members 
Mstep: Class 13 contains 18009 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 12830 members 
Mstep: Class 19 contains 2184 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560502.000000 Penalty: 41504.164062
Iteration 97Q: 22 clusters Score -1.05605e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 9586 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5372 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 7844 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 9033 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560497.000000 Penalty: 41504.164062
Iteration 98Q: 22 clusters Score -1.05605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 67017 members 
Mstep: Class 9 contains 5064 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 6814 members 
Mstep: Class 13 contains 18019 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 9023 members 
Mstep: Class 18 contains 12841 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560521.000000 Penalty: 41504.164062
Iteration 99Q: 22 clusters Score -1.056052e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 67018 members 
Mstep: Class 9 contains 5058 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 6813 members 
Mstep: Class 13 contains 18023 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 9007 members 
Mstep: Class 18 contains 12842 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560528.000000 Penalty: 41504.164062
Iteration 100F: 22 clusters Score -1.056053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9268 members 
Mstep: Class 8 contains 67015 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 5385 members 
Mstep: Class 12 contains 6813 members 
Mstep: Class 13 contains 18031 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 7884 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 12846 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560568.000000 Penalty: 41504.164062
Iteration 101Q: 22 clusters Score -1.056057e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 2431 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 67014 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 18037 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 8977 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560578.000000 Penalty: 41504.164062
Iteration 102Q: 22 clusters Score -1.056058e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9263 members 
Mstep: Class 8 contains 67018 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 6809 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560575.000000 Penalty: 41504.164062
Iteration 103Q: 22 clusters Score -1.056058e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 9607 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 12 contains 6803 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560587.000000 Penalty: 41504.164062
Iteration 104Q: 22 clusters Score -1.056059e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 9611 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 67018 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 18057 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 12843 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560600.000000 Penalty: 41504.164062
Iteration 105Q: 22 clusters Score -1.05606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 9609 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 67013 members 
Mstep: Class 9 contains 5036 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 6801 members 
Mstep: Class 13 contains 18059 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 7922 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 12839 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560585.000000 Penalty: 41504.164062
Iteration 106Q: 22 clusters Score -1.056058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9610 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 67011 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 6802 members 
Mstep: Class 13 contains 18063 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560595.000000 Penalty: 41504.164062
Iteration 107Q: 22 clusters Score -1.05606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9611 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 67014 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 6801 members 
Mstep: Class 13 contains 18062 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 7930 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 12843 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560578.000000 Penalty: 41504.164062
Iteration 108Q: 22 clusters Score -1.056058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9610 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9248 members 
Mstep: Class 8 contains 67017 members 
Mstep: Class 9 contains 5032 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5458 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 18065 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 12846 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560560.000000 Penalty: 41504.164062
Iteration 109Q: 22 clusters Score -1.056056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9614 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 67013 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 18069 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 7934 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8930 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560575.000000 Penalty: 41504.164062
Iteration 110Q: 22 clusters Score -1.056058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 67005 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 6798 members 
Mstep: Class 13 contains 18070 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560578.000000 Penalty: 41504.164062
Iteration 111Q: 22 clusters Score -1.056058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9618 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9244 members 
Mstep: Class 8 contains 67004 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 6798 members 
Mstep: Class 13 contains 18071 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560583.000000 Penalty: 41504.164062
Iteration 112Q: 22 clusters Score -1.056058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 67006 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18072 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 2244 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560573.000000 Penalty: 41504.164062
Iteration 113Q: 22 clusters Score -1.056057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 67006 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 18072 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 7934 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 12850 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560578.000000 Penalty: 41504.164062
Iteration 114Q: 22 clusters Score -1.056058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 67006 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 5476 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 18073 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560609.000000 Penalty: 41504.164062
Iteration 115Q: 22 clusters Score -1.056061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9244 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 18074 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 12848 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560590.000000 Penalty: 41504.164062
Iteration 116Q: 22 clusters Score -1.056059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9618 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 8 contains 67000 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 7937 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560597.000000 Penalty: 41504.164062
Iteration 117Q: 22 clusters Score -1.05606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 66999 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5485 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560612.000000 Penalty: 41504.164062
Iteration 118Q: 22 clusters Score -1.056061e+07 nChanged 18
Entering ConstructFrom: 
Score: -10560612.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -596240.187500 Penalty: 1502.113525
	Iteration 0F: 2 clusters Score -596240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -588794.937500 Penalty: 3004.227051
	Iteration 0F: 3 clusters Score -588794.9 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -591442.437500 Penalty: 3004.227051
	Iteration 1F: 3 clusters Score -591442.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -591828.750000 Penalty: 3004.227051
	Iteration 2F: 3 clusters Score -591828.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -592107.500000 Penalty: 3004.227051
	Iteration 3F: 3 clusters Score -592107.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -592334.437500 Penalty: 3004.227051
	Iteration 4F: 3 clusters Score -592334.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -592542.750000 Penalty: 3004.227051
	Iteration 5Q: 3 clusters Score -592542.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -592738.250000 Penalty: 3004.227051
	Iteration 6Q: 3 clusters Score -592738.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -592946.000000 Penalty: 3004.227051
	Iteration 7Q: 3 clusters Score -592946 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -593164.187500 Penalty: 3004.227051
	Iteration 8Q: 3 clusters Score -593164.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -593352.937500 Penalty: 3004.227051
	Iteration 9Q: 3 clusters Score -593352.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -593536.625000 Penalty: 3004.227051
	Iteration 10Q: 3 clusters Score -593536.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -593733.250000 Penalty: 3004.227051
	Iteration 11Q: 3 clusters Score -593733.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -593962.000000 Penalty: 3004.227051
	Iteration 12Q: 3 clusters Score -593962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -594207.500000 Penalty: 3004.227051
	Iteration 13Q: 3 clusters Score -594207.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -594453.375000 Penalty: 3004.227051
	Iteration 14Q: 3 clusters Score -594453.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -594656.062500 Penalty: 3004.227051
	Iteration 15Q: 3 clusters Score -594656.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -594805.625000 Penalty: 3004.227051
	Iteration 16Q: 3 clusters Score -594805.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -594897.937500 Penalty: 3004.227051
	Iteration 17Q: 3 clusters Score -594897.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -594969.562500 Penalty: 3004.227051
	Iteration 18Q: 3 clusters Score -594969.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -595018.500000 Penalty: 3004.227051
	Iteration 19Q: 3 clusters Score -595018.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -595062.437500 Penalty: 3004.227051
	Iteration 20F: 3 clusters Score -595062.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -595097.875000 Penalty: 3004.227051
	Iteration 21Q: 3 clusters Score -595097.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -595128.437500 Penalty: 3004.227051
	Iteration 22Q: 3 clusters Score -595128.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -595143.312500 Penalty: 3004.227051
	Iteration 23Q: 3 clusters Score -595143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -595156.875000 Penalty: 3004.227051
	Iteration 24Q: 3 clusters Score -595156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -595167.687500 Penalty: 3004.227051
	Iteration 25Q: 3 clusters Score -595167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -595177.437500 Penalty: 3004.227051
	Iteration 26Q: 3 clusters Score -595177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -595181.875000 Penalty: 3004.227051
	Iteration 27Q: 3 clusters Score -595181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -595183.250000 Penalty: 3004.227051
	Iteration 28Q: 3 clusters Score -595183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -595183.250000 Penalty: 3004.227051
	Iteration 29F: 3 clusters Score -595183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -154054.546875 Penalty: 1265.719116
	Iteration 0F: 2 clusters Score -154054.5 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 1210 members 
Entering Unmasked Estep 
Score: -151724.640625 Penalty: 2531.438232
	Iteration 0F: 3 clusters Score -151724.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -152231.375000 Penalty: 2531.438232
	Iteration 1F: 3 clusters Score -152231.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -152352.515625 Penalty: 2531.438232
	Iteration 2F: 3 clusters Score -152352.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -152426.140625 Penalty: 2531.438232
	Iteration 3F: 3 clusters Score -152426.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -152476.828125 Penalty: 2531.438232
	Iteration 4Q: 3 clusters Score -152476.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -152527.984375 Penalty: 2531.438232
	Iteration 5Q: 3 clusters Score -152528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152576.281250 Penalty: 2531.438232
	Iteration 6Q: 3 clusters Score -152576.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -152621.953125 Penalty: 2531.438232
	Iteration 7Q: 3 clusters Score -152622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152664.406250 Penalty: 2531.438232
	Iteration 8Q: 3 clusters Score -152664.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152698.890625 Penalty: 2531.438232
	Iteration 9Q: 3 clusters Score -152698.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -152728.984375 Penalty: 2531.438232
	Iteration 10Q: 3 clusters Score -152729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152749.750000 Penalty: 2531.438232
	Iteration 11Q: 3 clusters Score -152749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -152763.312500 Penalty: 2531.438232
	Iteration 12Q: 3 clusters Score -152763.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152772.984375 Penalty: 2531.438232
	Iteration 13Q: 3 clusters Score -152773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152782.296875 Penalty: 2531.438232
	Iteration 14Q: 3 clusters Score -152782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152790.234375 Penalty: 2531.438232
	Iteration 15Q: 3 clusters Score -152790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152795.531250 Penalty: 2531.438232
	Iteration 16Q: 3 clusters Score -152795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152801.703125 Penalty: 2531.438232
	Iteration 17Q: 3 clusters Score -152801.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152810.046875 Penalty: 2531.438232
	Iteration 18Q: 3 clusters Score -152810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152819.937500 Penalty: 2531.438232
	Iteration 19Q: 3 clusters Score -152819.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152828.015625 Penalty: 2531.438232
	Iteration 20F: 3 clusters Score -152828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152833.171875 Penalty: 2531.438232
	Iteration 21Q: 3 clusters Score -152833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152839.968750 Penalty: 2531.438232
	Iteration 22Q: 3 clusters Score -152840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152844.187500 Penalty: 2531.438232
	Iteration 23Q: 3 clusters Score -152844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152850.859375 Penalty: 2531.438232
	Iteration 24Q: 3 clusters Score -152850.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152860.281250 Penalty: 2531.438232
	Iteration 25Q: 3 clusters Score -152860.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152867.125000 Penalty: 2531.438232
	Iteration 26Q: 3 clusters Score -152867.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152872.031250 Penalty: 2531.438232
	Iteration 27Q: 3 clusters Score -152872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152876.828125 Penalty: 2531.438232
	Iteration 28Q: 3 clusters Score -152876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152880.343750 Penalty: 2531.438232
	Iteration 29Q: 3 clusters Score -152880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152885.187500 Penalty: 2531.438232
	Iteration 30Q: 3 clusters Score -152885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152887.468750 Penalty: 2531.438232
	Iteration 31Q: 3 clusters Score -152887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152889.468750 Penalty: 2531.438232
	Iteration 32Q: 3 clusters Score -152889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152889.890625 Penalty: 2531.438232
	Iteration 33Q: 3 clusters Score -152889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152890.093750 Penalty: 2531.438232
	Iteration 34Q: 3 clusters Score -152890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152890.093750 Penalty: 2531.438232
	Iteration 35F: 3 clusters Score -152890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -511639.781250 Penalty: 1490.368042
	Iteration 0F: 2 clusters Score -511639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -504788.468750 Penalty: 2980.736084
	Iteration 0F: 3 clusters Score -504788.5 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -507078.281250 Penalty: 2980.736084
	Iteration 1F: 3 clusters Score -507078.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -507414.593750 Penalty: 2980.736084
	Iteration 2F: 3 clusters Score -507414.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -507736.468750 Penalty: 2980.736084
	Iteration 3F: 3 clusters Score -507736.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -508056.250000 Penalty: 2980.736084
	Iteration 4F: 3 clusters Score -508056.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -508474.437500 Penalty: 2980.736084
	Iteration 5F: 3 clusters Score -508474.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -508967.687500 Penalty: 2980.736084
	Iteration 6F: 3 clusters Score -508967.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -509432.656250 Penalty: 2980.736084
	Iteration 7F: 3 clusters Score -509432.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -509772.250000 Penalty: 2980.736084
	Iteration 8F: 3 clusters Score -509772.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -510011.937500 Penalty: 2980.736084
	Iteration 9Q: 3 clusters Score -510011.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -510173.687500 Penalty: 2980.736084
	Iteration 10Q: 3 clusters Score -510173.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -510282.468750 Penalty: 2980.736084
	Iteration 11Q: 3 clusters Score -510282.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -510363.406250 Penalty: 2980.736084
	Iteration 12Q: 3 clusters Score -510363.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -510429.500000 Penalty: 2980.736084
	Iteration 13Q: 3 clusters Score -510429.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -510501.156250 Penalty: 2980.736084
	Iteration 14Q: 3 clusters Score -510501.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -510560.312500 Penalty: 2980.736084
	Iteration 15Q: 3 clusters Score -510560.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -510598.687500 Penalty: 2980.736084
	Iteration 16Q: 3 clusters Score -510598.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -510621.218750 Penalty: 2980.736084
	Iteration 17Q: 3 clusters Score -510621.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -510650.312500 Penalty: 2980.736084
	Iteration 18Q: 3 clusters Score -510650.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -510678.468750 Penalty: 2980.736084
	Iteration 19Q: 3 clusters Score -510678.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -510697.031250 Penalty: 2980.736084
	Iteration 20F: 3 clusters Score -510697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -510707.062500 Penalty: 2980.736084
	Iteration 21Q: 3 clusters Score -510707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -510713.468750 Penalty: 2980.736084
	Iteration 22Q: 3 clusters Score -510713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -510718.687500 Penalty: 2980.736084
	Iteration 23Q: 3 clusters Score -510718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -510721.812500 Penalty: 2980.736084
	Iteration 24Q: 3 clusters Score -510721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -510724.718750 Penalty: 2980.736084
	Iteration 25Q: 3 clusters Score -510724.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -510728.343750 Penalty: 2980.736084
	Iteration 26Q: 3 clusters Score -510728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -510733.375000 Penalty: 2980.736084
	Iteration 27Q: 3 clusters Score -510733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -510735.937500 Penalty: 2980.736084
	Iteration 28Q: 3 clusters Score -510735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -510740.468750 Penalty: 2980.736084
	Iteration 29Q: 3 clusters Score -510740.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -510742.281250 Penalty: 2980.736084
	Iteration 30Q: 3 clusters Score -510742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -510744.812500 Penalty: 2980.736084
	Iteration 31Q: 3 clusters Score -510744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -510744.406250 Penalty: 2980.736084
	Iteration 32Q: 3 clusters Score -510744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -510744.031250 Penalty: 2980.736084
	Iteration 33Q: 3 clusters Score -510744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -510745.687500 Penalty: 2980.736084
	Iteration 34Q: 3 clusters Score -510745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -510745.687500 Penalty: 2980.736084
	Iteration 35F: 3 clusters Score -510745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -138940.718750 Penalty: 1286.421997
	Iteration 0F: 2 clusters Score -138940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -136390.828125 Penalty: 2572.843994
	Iteration 0F: 3 clusters Score -136390.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -137050.031250 Penalty: 2572.843994
	Iteration 1F: 3 clusters Score -137050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -137191.140625 Penalty: 2572.843994
	Iteration 2F: 3 clusters Score -137191.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -137271.953125 Penalty: 2572.843994
	Iteration 3Q: 3 clusters Score -137272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -137334.359375 Penalty: 2572.843994
	Iteration 4Q: 3 clusters Score -137334.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -137377.671875 Penalty: 2572.843994
	Iteration 5Q: 3 clusters Score -137377.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -137411.000000 Penalty: 2572.843994
	Iteration 6Q: 3 clusters Score -137411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -137432.656250 Penalty: 2572.843994
	Iteration 7Q: 3 clusters Score -137432.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -137452.562500 Penalty: 2572.843994
	Iteration 8Q: 3 clusters Score -137452.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -137465.921875 Penalty: 2572.843994
	Iteration 9Q: 3 clusters Score -137465.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -137483.796875 Penalty: 2572.843994
	Iteration 10Q: 3 clusters Score -137483.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -137506.390625 Penalty: 2572.843994
	Iteration 11Q: 3 clusters Score -137506.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -137532.687500 Penalty: 2572.843994
	Iteration 12Q: 3 clusters Score -137532.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -137557.578125 Penalty: 2572.843994
	Iteration 13Q: 3 clusters Score -137557.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -137579.953125 Penalty: 2572.843994
	Iteration 14Q: 3 clusters Score -137580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -137600.718750 Penalty: 2572.843994
	Iteration 15Q: 3 clusters Score -137600.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -137623.296875 Penalty: 2572.843994
	Iteration 16Q: 3 clusters Score -137623.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -137638.984375 Penalty: 2572.843994
	Iteration 17Q: 3 clusters Score -137639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137655.046875 Penalty: 2572.843994
	Iteration 18Q: 3 clusters Score -137655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -137675.531250 Penalty: 2572.843994
	Iteration 19Q: 3 clusters Score -137675.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -137694.687500 Penalty: 2572.843994
	Iteration 20F: 3 clusters Score -137694.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -137714.078125 Penalty: 2572.843994
	Iteration 21Q: 3 clusters Score -137714.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -137740.250000 Penalty: 2572.843994
	Iteration 22Q: 3 clusters Score -137740.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -137767.468750 Penalty: 2572.843994
	Iteration 23Q: 3 clusters Score -137767.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -137789.281250 Penalty: 2572.843994
	Iteration 24Q: 3 clusters Score -137789.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -137812.281250 Penalty: 2572.843994
	Iteration 25Q: 3 clusters Score -137812.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -137831.093750 Penalty: 2572.843994
	Iteration 26Q: 3 clusters Score -137831.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -137850.796875 Penalty: 2572.843994
	Iteration 27Q: 3 clusters Score -137850.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -137871.703125 Penalty: 2572.843994
	Iteration 28Q: 3 clusters Score -137871.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -137885.093750 Penalty: 2572.843994
	Iteration 29Q: 3 clusters Score -137885.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -137897.703125 Penalty: 2572.843994
	Iteration 30Q: 3 clusters Score -137897.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -137912.296875 Penalty: 2572.843994
	Iteration 31Q: 3 clusters Score -137912.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -137923.718750 Penalty: 2572.843994
	Iteration 32Q: 3 clusters Score -137923.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -137932.625000 Penalty: 2572.843994
	Iteration 33Q: 3 clusters Score -137932.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -137941.625000 Penalty: 2572.843994
	Iteration 34Q: 3 clusters Score -137941.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -137949.578125 Penalty: 2572.843994
	Iteration 35Q: 3 clusters Score -137949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -137957.734375 Penalty: 2572.843994
	Iteration 36Q: 3 clusters Score -137957.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -137965.828125 Penalty: 2572.843994
	Iteration 37Q: 3 clusters Score -137965.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -137974.203125 Penalty: 2572.843994
	Iteration 38Q: 3 clusters Score -137974.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -137982.125000 Penalty: 2572.843994
	Iteration 39Q: 3 clusters Score -137982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -137990.265625 Penalty: 2572.843994
	Iteration 40F: 3 clusters Score -137990.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -137994.343750 Penalty: 2572.843994
	Iteration 41Q: 3 clusters Score -137994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -137998.765625 Penalty: 2572.843994
	Iteration 42Q: 3 clusters Score -137998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -138002.328125 Penalty: 2572.843994
	Iteration 43Q: 3 clusters Score -138002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -138004.828125 Penalty: 2572.843994
	Iteration 44Q: 3 clusters Score -138004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -138007.421875 Penalty: 2572.843994
	Iteration 45Q: 3 clusters Score -138007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -138009.500000 Penalty: 2572.843994
	Iteration 46Q: 3 clusters Score -138009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -138012.687500 Penalty: 2572.843994
	Iteration 47Q: 3 clusters Score -138012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -138014.781250 Penalty: 2572.843994
	Iteration 48Q: 3 clusters Score -138014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -138017.187500 Penalty: 2572.843994
	Iteration 49Q: 3 clusters Score -138017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -138021.078125 Penalty: 2572.843994
	Iteration 50Q: 3 clusters Score -138021.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -138023.687500 Penalty: 2572.843994
	Iteration 51Q: 3 clusters Score -138023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -138026.515625 Penalty: 2572.843994
	Iteration 52Q: 3 clusters Score -138026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -138028.000000 Penalty: 2572.843994
	Iteration 53Q: 3 clusters Score -138028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -138028.593750 Penalty: 2572.843994
	Iteration 54Q: 3 clusters Score -138028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -138029.187500 Penalty: 2572.843994
	Iteration 55Q: 3 clusters Score -138029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -138029.625000 Penalty: 2572.843994
	Iteration 56Q: 3 clusters Score -138029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -138030.000000 Penalty: 2572.843994
	Iteration 57Q: 3 clusters Score -138030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -138030.750000 Penalty: 2572.843994
	Iteration 58Q: 3 clusters Score -138030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -138031.562500 Penalty: 2572.843994
	Iteration 59Q: 3 clusters Score -138031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -138032.015625 Penalty: 2572.843994
	Iteration 60F: 3 clusters Score -138032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -138033.015625 Penalty: 2572.843994
	Iteration 61Q: 3 clusters Score -138033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -138035.125000 Penalty: 2572.843994
	Iteration 62Q: 3 clusters Score -138035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -138037.718750 Penalty: 2572.843994
	Iteration 63Q: 3 clusters Score -138037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -138040.515625 Penalty: 2572.843994
	Iteration 64Q: 3 clusters Score -138040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -138045.234375 Penalty: 2572.843994
	Iteration 65Q: 3 clusters Score -138045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -138047.328125 Penalty: 2572.843994
	Iteration 66Q: 3 clusters Score -138047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -138048.562500 Penalty: 2572.843994
	Iteration 67Q: 3 clusters Score -138048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -138050.703125 Penalty: 2572.843994
	Iteration 68Q: 3 clusters Score -138050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -138052.984375 Penalty: 2572.843994
	Iteration 69Q: 3 clusters Score -138053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -138054.328125 Penalty: 2572.843994
	Iteration 70Q: 3 clusters Score -138054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -138059.531250 Penalty: 2572.843994
	Iteration 71Q: 3 clusters Score -138059.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -138070.609375 Penalty: 2572.843994
	Iteration 72Q: 3 clusters Score -138070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -138074.843750 Penalty: 2572.843994
	Iteration 73Q: 3 clusters Score -138074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -138079.015625 Penalty: 2572.843994
	Iteration 74Q: 3 clusters Score -138079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -138081.343750 Penalty: 2572.843994
	Iteration 75Q: 3 clusters Score -138081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -138085.750000 Penalty: 2572.843994
	Iteration 76Q: 3 clusters Score -138085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -138089.312500 Penalty: 2572.843994
	Iteration 77Q: 3 clusters Score -138089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -138090.312500 Penalty: 2572.843994
	Iteration 78Q: 3 clusters Score -138090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -138091.125000 Penalty: 2572.843994
	Iteration 79Q: 3 clusters Score -138091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -138093.500000 Penalty: 2572.843994
	Iteration 80F: 3 clusters Score -138093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -138096.421875 Penalty: 2572.843994
	Iteration 81Q: 3 clusters Score -138096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -138098.937500 Penalty: 2572.843994
	Iteration 82Q: 3 clusters Score -138098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -138099.421875 Penalty: 2572.843994
	Iteration 83Q: 3 clusters Score -138099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -138099.421875 Penalty: 2572.843994
	Iteration 84F: 3 clusters Score -138099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -116754.437500 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -116754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114415.851562 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -114415.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -114972.234375 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -114972.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -115115.093750 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -115115.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -115189.007812 Penalty: 2529.953857
	Iteration 3Q: 3 clusters Score -115189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -115235.289062 Penalty: 2529.953857
	Iteration 4Q: 3 clusters Score -115235.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -115269.148438 Penalty: 2529.953857
	Iteration 5Q: 3 clusters Score -115269.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -115293.164062 Penalty: 2529.953857
	Iteration 6Q: 3 clusters Score -115293.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -115310.687500 Penalty: 2529.953857
	Iteration 7Q: 3 clusters Score -115310.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -115325.992188 Penalty: 2529.953857
	Iteration 8Q: 3 clusters Score -115326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -115336.046875 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -115336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -115346.242188 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -115346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -115352.070312 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -115352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -115355.343750 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -115355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -115356.984375 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -115357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -115358.359375 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -115358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -115358.359375 Penalty: 2529.953857
	Iteration 15F: 3 clusters Score -115358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -144200.609375 Penalty: 1261.698120
	Iteration 0F: 2 clusters Score -144200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -141867.937500 Penalty: 2523.396240
	Iteration 0F: 3 clusters Score -141867.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -142426.828125 Penalty: 2523.396240
	Iteration 1F: 3 clusters Score -142426.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -142561.968750 Penalty: 2523.396240
	Iteration 2F: 3 clusters Score -142562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -142639.437500 Penalty: 2523.396240
	Iteration 3Q: 3 clusters Score -142639.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -142691.953125 Penalty: 2523.396240
	Iteration 4Q: 3 clusters Score -142692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -142728.750000 Penalty: 2523.396240
	Iteration 5Q: 3 clusters Score -142728.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142764.734375 Penalty: 2523.396240
	Iteration 6Q: 3 clusters Score -142764.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -142794.468750 Penalty: 2523.396240
	Iteration 7Q: 3 clusters Score -142794.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -142823.484375 Penalty: 2523.396240
	Iteration 8Q: 3 clusters Score -142823.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -142849.734375 Penalty: 2523.396240
	Iteration 9Q: 3 clusters Score -142849.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -142877.171875 Penalty: 2523.396240
	Iteration 10Q: 3 clusters Score -142877.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142910.828125 Penalty: 2523.396240
	Iteration 11Q: 3 clusters Score -142910.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -142942.515625 Penalty: 2523.396240
	Iteration 12Q: 3 clusters Score -142942.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -142968.781250 Penalty: 2523.396240
	Iteration 13Q: 3 clusters Score -142968.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142985.015625 Penalty: 2523.396240
	Iteration 14Q: 3 clusters Score -142985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142996.359375 Penalty: 2523.396240
	Iteration 15Q: 3 clusters Score -142996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143007.656250 Penalty: 2523.396240
	Iteration 16Q: 3 clusters Score -143007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -143016.031250 Penalty: 2523.396240
	Iteration 17Q: 3 clusters Score -143016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -143024.656250 Penalty: 2523.396240
	Iteration 18Q: 3 clusters Score -143024.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143029.484375 Penalty: 2523.396240
	Iteration 19Q: 3 clusters Score -143029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143033.343750 Penalty: 2523.396240
	Iteration 20F: 3 clusters Score -143033.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -143038.437500 Penalty: 2523.396240
	Iteration 21Q: 3 clusters Score -143038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143040.453125 Penalty: 2523.396240
	Iteration 22Q: 3 clusters Score -143040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -143041.453125 Penalty: 2523.396240
	Iteration 23Q: 3 clusters Score -143041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -143041.468750 Penalty: 2523.396240
	Iteration 24Q: 3 clusters Score -143041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -143041.468750 Penalty: 2523.396240
	Iteration 25F: 3 clusters Score -143041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -494050.781250 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -494050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -487375.843750 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -487375.8 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -489562.875000 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -489562.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -489896.125000 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -489896.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -490255.000000 Penalty: 2967.636475
	Iteration 3F: 3 clusters Score -490255 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -490622.281250 Penalty: 2967.636475
	Iteration 4F: 3 clusters Score -490622.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -491030.562500 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -491030.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -491451.406250 Penalty: 2967.636475
	Iteration 6F: 3 clusters Score -491451.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -491862.562500 Penalty: 2967.636475
	Iteration 7F: 3 clusters Score -491862.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -492189.125000 Penalty: 2967.636475
	Iteration 8Q: 3 clusters Score -492189.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -492463.343750 Penalty: 2967.636475
	Iteration 9Q: 3 clusters Score -492463.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -492677.031250 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -492677 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -492811.781250 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -492811.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -492910.468750 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -492910.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -492977.968750 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -492978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -493024.531250 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -493024.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -493058.656250 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -493058.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -493091.187500 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -493091.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -493112.312500 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -493112.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -493131.718750 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -493131.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -493144.406250 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -493144.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -493154.812500 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -493154.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -493173.187500 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -493173.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -493187.875000 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -493187.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -493205.281250 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -493205.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -493225.406250 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -493225.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -493244.781250 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -493244.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -493256.968750 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -493257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -493266.968750 Penalty: 2967.636475
	Iteration 27Q: 3 clusters Score -493267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -493279.343750 Penalty: 2967.636475
	Iteration 28Q: 3 clusters Score -493279.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -493291.218750 Penalty: 2967.636475
	Iteration 29Q: 3 clusters Score -493291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -493301.218750 Penalty: 2967.636475
	Iteration 30Q: 3 clusters Score -493301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -493308.500000 Penalty: 2967.636475
	Iteration 31Q: 3 clusters Score -493308.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -493314.093750 Penalty: 2967.636475
	Iteration 32Q: 3 clusters Score -493314.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -493316.875000 Penalty: 2967.636475
	Iteration 33Q: 3 clusters Score -493316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -493321.781250 Penalty: 2967.636475
	Iteration 34Q: 3 clusters Score -493321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -493326.781250 Penalty: 2967.636475
	Iteration 35Q: 3 clusters Score -493326.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -493330.468750 Penalty: 2967.636475
	Iteration 36Q: 3 clusters Score -493330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -493332.937500 Penalty: 2967.636475
	Iteration 37Q: 3 clusters Score -493332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -493334.437500 Penalty: 2967.636475
	Iteration 38Q: 3 clusters Score -493334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -493336.562500 Penalty: 2967.636475
	Iteration 39Q: 3 clusters Score -493336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -493337.000000 Penalty: 2967.636475
	Iteration 40F: 3 clusters Score -493337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -493338.468750 Penalty: 2967.636475
	Iteration 41Q: 3 clusters Score -493338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -493338.062500 Penalty: 2967.636475
	Iteration 42Q: 3 clusters Score -493338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -493338.093750 Penalty: 2967.636475
	Iteration 43Q: 3 clusters Score -493338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -493338.625000 Penalty: 2967.636475
	Iteration 44Q: 3 clusters Score -493338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -493338.625000 Penalty: 2967.636475
	Iteration 45F: 3 clusters Score -493338.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Entering Unmasked Estep 
Score: -3885977.000000 Penalty: 1805.767944
	Iteration 0F: 2 clusters Score -3885977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -3841321.000000 Penalty: 3611.535889
	Iteration 0F: 3 clusters Score -3841321 nChanged 31783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3859488.500000 Penalty: 3611.535889
	Iteration 1F: 3 clusters Score -3859488 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3860095.500000 Penalty: 3611.535889
	Iteration 2Q: 3 clusters Score -3860096 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3860823.000000 Penalty: 3611.535889
	Iteration 3Q: 3 clusters Score -3860823 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -3861628.250000 Penalty: 3611.535889
	Iteration 4Q: 3 clusters Score -3861628 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -3862467.250000 Penalty: 3611.535889
	Iteration 5Q: 3 clusters Score -3862467 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -3863340.250000 Penalty: 3611.535889
	Iteration 6Q: 3 clusters Score -3863340 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -3864355.500000 Penalty: 3611.535889
	Iteration 7Q: 3 clusters Score -3864356 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -3865472.750000 Penalty: 3611.535889
	Iteration 8Q: 3 clusters Score -3865473 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -3866860.000000 Penalty: 3611.535889
	Iteration 9Q: 3 clusters Score -3866860 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -3868614.750000 Penalty: 3611.535889
	Iteration 10Q: 3 clusters Score -3868615 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -3870767.250000 Penalty: 3611.535889
	Iteration 11Q: 3 clusters Score -3870767 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -3873180.500000 Penalty: 3611.535889
	Iteration 12Q: 3 clusters Score -3873180 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -3875352.500000 Penalty: 3611.535889
	Iteration 13Q: 3 clusters Score -3875352 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -3876852.250000 Penalty: 3611.535889
	Iteration 14Q: 3 clusters Score -3876852 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -3877788.000000 Penalty: 3611.535889
	Iteration 15Q: 3 clusters Score -3877788 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -3878600.500000 Penalty: 3611.535889
	Iteration 16Q: 3 clusters Score -3878600 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -3879340.750000 Penalty: 3611.535889
	Iteration 17Q: 3 clusters Score -3879341 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -3879992.750000 Penalty: 3611.535889
	Iteration 18Q: 3 clusters Score -3879993 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -3880597.000000 Penalty: 3611.535889
	Iteration 19Q: 3 clusters Score -3880597 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -3881265.000000 Penalty: 3611.535889
	Iteration 20F: 3 clusters Score -3881265 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -3881905.000000 Penalty: 3611.535889
	Iteration 21Q: 3 clusters Score -3881905 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -3882520.500000 Penalty: 3611.535889
	Iteration 22Q: 3 clusters Score -3882520 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -3882978.250000 Penalty: 3611.535889
	Iteration 23Q: 3 clusters Score -3882978 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -3883395.250000 Penalty: 3611.535889
	Iteration 24Q: 3 clusters Score -3883395 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -3883712.000000 Penalty: 3611.535889
	Iteration 25Q: 3 clusters Score -3883712 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -3883966.250000 Penalty: 3611.535889
	Iteration 26Q: 3 clusters Score -3883966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -3884141.500000 Penalty: 3611.535889
	Iteration 27Q: 3 clusters Score -3884142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -3884274.000000 Penalty: 3611.535889
	Iteration 28Q: 3 clusters Score -3884274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -3884342.500000 Penalty: 3611.535889
	Iteration 29Q: 3 clusters Score -3884342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -3884376.500000 Penalty: 3611.535889
	Iteration 30Q: 3 clusters Score -3884376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -3884402.750000 Penalty: 3611.535889
	Iteration 31Q: 3 clusters Score -3884403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -3884435.750000 Penalty: 3611.535889
	Iteration 32Q: 3 clusters Score -3884436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -3884456.000000 Penalty: 3611.535889
	Iteration 33Q: 3 clusters Score -3884456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -3884474.250000 Penalty: 3611.535889
	Iteration 34Q: 3 clusters Score -3884474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -3884491.750000 Penalty: 3611.535889
	Iteration 35Q: 3 clusters Score -3884492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -3884504.500000 Penalty: 3611.535889
	Iteration 36Q: 3 clusters Score -3884504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -3884511.000000 Penalty: 3611.535889
	Iteration 37Q: 3 clusters Score -3884511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -3884519.750000 Penalty: 3611.535889
	Iteration 38Q: 3 clusters Score -3884520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -3884533.250000 Penalty: 3611.535889
	Iteration 39Q: 3 clusters Score -3884533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -3884540.250000 Penalty: 3611.535889
	Iteration 40F: 3 clusters Score -3884540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -3884543.000000 Penalty: 3611.535889
	Iteration 41Q: 3 clusters Score -3884543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -3884555.500000 Penalty: 3611.535889
	Iteration 42Q: 3 clusters Score -3884556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -3884559.250000 Penalty: 3611.535889
	Iteration 43Q: 3 clusters Score -3884559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -3884561.250000 Penalty: 3611.535889
	Iteration 44Q: 3 clusters Score -3884561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -3884563.750000 Penalty: 3611.535889
	Iteration 45Q: 3 clusters Score -3884564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -3884567.750000 Penalty: 3611.535889
	Iteration 46Q: 3 clusters Score -3884568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -3884567.750000 Penalty: 3611.535889
	Iteration 47F: 3 clusters Score -3884568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -301232.031250 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -301232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -297250.531250 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -297250.5 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -298299.000000 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -298299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -298450.218750 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -298450.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -298567.250000 Penalty: 2769.773438
	Iteration 3Q: 3 clusters Score -298567.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -298646.781250 Penalty: 2769.773438
	Iteration 4Q: 3 clusters Score -298646.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -298706.093750 Penalty: 2769.773438
	Iteration 5Q: 3 clusters Score -298706.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -298749.750000 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -298749.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -298783.906250 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -298783.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -298807.343750 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -298807.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -298827.406250 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -298827.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -298845.562500 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -298845.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -298869.312500 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -298869.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -298891.156250 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -298891.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -298916.906250 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -298916.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -298948.031250 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -298948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -298988.687500 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -298988.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -299040.593750 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -299040.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -299105.906250 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -299105.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -299175.843750 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -299175.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -299261.468750 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -299261.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -299343.656250 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -299343.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -299433.968750 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -299434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -299523.562500 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -299523.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -299638.437500 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -299638.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -299742.343750 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -299742.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -299818.718750 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -299818.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -299883.843750 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -299883.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -299926.281250 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -299926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -299948.343750 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -299948.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -299964.718750 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -299964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -299973.906250 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -299973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -299980.562500 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -299980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -299986.093750 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -299986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -299988.750000 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -299988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -299992.656250 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -299992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -299996.656250 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -299996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -299999.187500 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -299999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -300000.406250 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -300000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -300001.875000 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -300001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -300003.812500 Penalty: 2769.773438
	Iteration 39Q: 3 clusters Score -300003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -300011.562500 Penalty: 2769.773438
	Iteration 40F: 3 clusters Score -300011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -300021.968750 Penalty: 2769.773438
	Iteration 41Q: 3 clusters Score -300022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -300030.375000 Penalty: 2769.773438
	Iteration 42Q: 3 clusters Score -300030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -300035.062500 Penalty: 2769.773438
	Iteration 43Q: 3 clusters Score -300035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -300039.875000 Penalty: 2769.773438
	Iteration 44Q: 3 clusters Score -300039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -300043.062500 Penalty: 2769.773438
	Iteration 45Q: 3 clusters Score -300043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -300046.937500 Penalty: 2769.773438
	Iteration 46Q: 3 clusters Score -300046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -300048.718750 Penalty: 2769.773438
	Iteration 47Q: 3 clusters Score -300048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -300053.187500 Penalty: 2769.773438
	Iteration 48Q: 3 clusters Score -300053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -300054.468750 Penalty: 2769.773438
	Iteration 49Q: 3 clusters Score -300054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -300055.000000 Penalty: 2769.773438
	Iteration 50Q: 3 clusters Score -300055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -300056.250000 Penalty: 2769.773438
	Iteration 51Q: 3 clusters Score -300056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -300057.968750 Penalty: 2769.773438
	Iteration 52Q: 3 clusters Score -300058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -300057.968750 Penalty: 2769.773438
	Iteration 53F: 3 clusters Score -300058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -131741.062500 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -131741.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -129560.421875 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -129560.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -129991.640625 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -129991.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -130095.570312 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -130095.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -130166.718750 Penalty: 2496.956543
	Iteration 3Q: 3 clusters Score -130166.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -130210.585938 Penalty: 2496.956543
	Iteration 4Q: 3 clusters Score -130210.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -130237.906250 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -130237.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -130264.445312 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -130264.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -130287.820312 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -130287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -130308.281250 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -130308.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -130326.304688 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -130326.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -130347.367188 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -130347.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -130375.812500 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -130375.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -130396.992188 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -130397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -130420.226562 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -130420.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -130445.820312 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -130445.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -130464.234375 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -130464.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -130475.718750 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -130475.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -130485.328125 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -130485.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -130498.156250 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -130498.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -130510.687500 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -130510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -130521.273438 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -130521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -130529.507812 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -130529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -130535.312500 Penalty: 2496.956543
	Iteration 22Q: 3 clusters Score -130535.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -130538.218750 Penalty: 2496.956543
	Iteration 23Q: 3 clusters Score -130538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -130539.531250 Penalty: 2496.956543
	Iteration 24Q: 3 clusters Score -130539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -130540.289062 Penalty: 2496.956543
	Iteration 25Q: 3 clusters Score -130540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -130541.828125 Penalty: 2496.956543
	Iteration 26Q: 3 clusters Score -130541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -130544.421875 Penalty: 2496.956543
	Iteration 27Q: 3 clusters Score -130544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -130547.796875 Penalty: 2496.956543
	Iteration 28Q: 3 clusters Score -130547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -130551.312500 Penalty: 2496.956543
	Iteration 29Q: 3 clusters Score -130551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -130553.835938 Penalty: 2496.956543
	Iteration 30Q: 3 clusters Score -130553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -130553.835938 Penalty: 2496.956543
	Iteration 31F: 3 clusters Score -130553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -302477.500000 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -302477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -298178.343750 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -298178.3 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -299434.281250 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -299434.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -299644.781250 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -299644.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -299819.468750 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -299819.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -299964.468750 Penalty: 2798.531250
	Iteration 4Q: 3 clusters Score -299964.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -300093.687500 Penalty: 2798.531250
	Iteration 5Q: 3 clusters Score -300093.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -300215.718750 Penalty: 2798.531250
	Iteration 6Q: 3 clusters Score -300215.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -300316.593750 Penalty: 2798.531250
	Iteration 7Q: 3 clusters Score -300316.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -300402.156250 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -300402.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -300510.593750 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -300510.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -300634.843750 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -300634.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -300746.625000 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -300746.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -300831.312500 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -300831.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -300906.906250 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -300906.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300968.656250 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -300968.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -301026.312500 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -301026.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -301081.812500 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -301081.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -301134.687500 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -301134.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -301177.718750 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -301177.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -301208.687500 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -301208.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -301233.468750 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -301233.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -301255.437500 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -301255.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -301275.468750 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -301275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -301296.968750 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -301297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -301320.625000 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -301320.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -301337.156250 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -301337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -301346.750000 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -301346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301354.187500 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -301354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -301357.468750 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -301357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -301360.468750 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -301360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -301362.531250 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -301362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -301363.593750 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -301363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -301365.187500 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -301365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -301365.187500 Penalty: 2798.531250
	Iteration 33F: 3 clusters Score -301365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -412141.562500 Penalty: 1433.914429
	Iteration 0F: 2 clusters Score -412141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -407016.656250 Penalty: 2867.828857
	Iteration 0F: 3 clusters Score -407016.7 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -408537.750000 Penalty: 2867.828857
	Iteration 1F: 3 clusters Score -408537.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -408733.156250 Penalty: 2867.828857
	Iteration 2F: 3 clusters Score -408733.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -408872.531250 Penalty: 2867.828857
	Iteration 3Q: 3 clusters Score -408872.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -408983.750000 Penalty: 2867.828857
	Iteration 4Q: 3 clusters Score -408983.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -409073.531250 Penalty: 2867.828857
	Iteration 5Q: 3 clusters Score -409073.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -409155.562500 Penalty: 2867.828857
	Iteration 6Q: 3 clusters Score -409155.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -409232.687500 Penalty: 2867.828857
	Iteration 7Q: 3 clusters Score -409232.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -409330.156250 Penalty: 2867.828857
	Iteration 8Q: 3 clusters Score -409330.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -409447.843750 Penalty: 2867.828857
	Iteration 9Q: 3 clusters Score -409447.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -409568.468750 Penalty: 2867.828857
	Iteration 10Q: 3 clusters Score -409568.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -409705.281250 Penalty: 2867.828857
	Iteration 11Q: 3 clusters Score -409705.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -409850.000000 Penalty: 2867.828857
	Iteration 12Q: 3 clusters Score -409850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -409998.250000 Penalty: 2867.828857
	Iteration 13Q: 3 clusters Score -409998.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -410162.343750 Penalty: 2867.828857
	Iteration 14Q: 3 clusters Score -410162.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -410312.906250 Penalty: 2867.828857
	Iteration 15Q: 3 clusters Score -410312.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -410448.593750 Penalty: 2867.828857
	Iteration 16Q: 3 clusters Score -410448.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -410572.281250 Penalty: 2867.828857
	Iteration 17Q: 3 clusters Score -410572.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -410664.968750 Penalty: 2867.828857
	Iteration 18Q: 3 clusters Score -410665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -410713.968750 Penalty: 2867.828857
	Iteration 19Q: 3 clusters Score -410714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -410752.718750 Penalty: 2867.828857
	Iteration 20F: 3 clusters Score -410752.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -410783.250000 Penalty: 2867.828857
	Iteration 21Q: 3 clusters Score -410783.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -410814.000000 Penalty: 2867.828857
	Iteration 22Q: 3 clusters Score -410814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -410836.031250 Penalty: 2867.828857
	Iteration 23Q: 3 clusters Score -410836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -410843.781250 Penalty: 2867.828857
	Iteration 24Q: 3 clusters Score -410843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -410848.843750 Penalty: 2867.828857
	Iteration 25Q: 3 clusters Score -410848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -410852.906250 Penalty: 2867.828857
	Iteration 26Q: 3 clusters Score -410852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -410856.906250 Penalty: 2867.828857
	Iteration 27Q: 3 clusters Score -410856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -410859.656250 Penalty: 2867.828857
	Iteration 28Q: 3 clusters Score -410859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -410862.718750 Penalty: 2867.828857
	Iteration 29Q: 3 clusters Score -410862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -410868.468750 Penalty: 2867.828857
	Iteration 30Q: 3 clusters Score -410868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -410873.656250 Penalty: 2867.828857
	Iteration 31Q: 3 clusters Score -410873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -410880.937500 Penalty: 2867.828857
	Iteration 32Q: 3 clusters Score -410880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -410884.375000 Penalty: 2867.828857
	Iteration 33Q: 3 clusters Score -410884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -410886.812500 Penalty: 2867.828857
	Iteration 34Q: 3 clusters Score -410886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -410889.593750 Penalty: 2867.828857
	Iteration 35Q: 3 clusters Score -410889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -410893.312500 Penalty: 2867.828857
	Iteration 36Q: 3 clusters Score -410893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -410895.406250 Penalty: 2867.828857
	Iteration 37Q: 3 clusters Score -410895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -410898.000000 Penalty: 2867.828857
	Iteration 38Q: 3 clusters Score -410898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -410897.218750 Penalty: 2867.828857
	Iteration 39Q: 3 clusters Score -410897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -410898.062500 Penalty: 2867.828857
	Iteration 40F: 3 clusters Score -410898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -410898.937500 Penalty: 2867.828857
	Iteration 41Q: 3 clusters Score -410898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -410900.750000 Penalty: 2867.828857
	Iteration 42Q: 3 clusters Score -410900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -410902.000000 Penalty: 2867.828857
	Iteration 43Q: 3 clusters Score -410902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -410905.656250 Penalty: 2867.828857
	Iteration 44Q: 3 clusters Score -410905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -410908.937500 Penalty: 2867.828857
	Iteration 45Q: 3 clusters Score -410908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -410909.312500 Penalty: 2867.828857
	Iteration 46Q: 3 clusters Score -410909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -410909.562500 Penalty: 2867.828857
	Iteration 47Q: 3 clusters Score -410909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -410909.843750 Penalty: 2867.828857
	Iteration 48Q: 3 clusters Score -410909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -410910.531250 Penalty: 2867.828857
	Iteration 49Q: 3 clusters Score -410910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -410910.531250 Penalty: 2867.828857
	Iteration 50F: 3 clusters Score -410910.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -1093315.625000 Penalty: 1592.898315
	Iteration 0F: 2 clusters Score -1093316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1080936.875000 Penalty: 3185.796631
	Iteration 0F: 3 clusters Score -1080937 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1085358.250000 Penalty: 3185.796631
	Iteration 1F: 3 clusters Score -1085358 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1085669.750000 Penalty: 3185.796631
	Iteration 2Q: 3 clusters Score -1085670 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1085951.875000 Penalty: 3185.796631
	Iteration 3Q: 3 clusters Score -1085952 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1086246.375000 Penalty: 3185.796631
	Iteration 4Q: 3 clusters Score -1086246 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1086583.625000 Penalty: 3185.796631
	Iteration 5Q: 3 clusters Score -1086584 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1087029.500000 Penalty: 3185.796631
	Iteration 6Q: 3 clusters Score -1087030 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1087619.250000 Penalty: 3185.796631
	Iteration 7F: 3 clusters Score -1087619 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1088306.375000 Penalty: 3185.796631
	Iteration 8F: 3 clusters Score -1088306 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1089072.500000 Penalty: 3185.796631
	Iteration 9F: 3 clusters Score -1089072 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1089823.625000 Penalty: 3185.796631
	Iteration 10F: 3 clusters Score -1089824 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1090525.125000 Penalty: 3185.796631
	Iteration 11Q: 3 clusters Score -1090525 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1091116.375000 Penalty: 3185.796631
	Iteration 12Q: 3 clusters Score -1091116 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1091485.500000 Penalty: 3185.796631
	Iteration 13Q: 3 clusters Score -1091486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1091668.750000 Penalty: 3185.796631
	Iteration 14Q: 3 clusters Score -1091669 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1091772.625000 Penalty: 3185.796631
	Iteration 15Q: 3 clusters Score -1091773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1091845.500000 Penalty: 3185.796631
	Iteration 16Q: 3 clusters Score -1091846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1091885.875000 Penalty: 3185.796631
	Iteration 17Q: 3 clusters Score -1091886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1091904.750000 Penalty: 3185.796631
	Iteration 18Q: 3 clusters Score -1091905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1091915.000000 Penalty: 3185.796631
	Iteration 19Q: 3 clusters Score -1091915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1091922.375000 Penalty: 3185.796631
	Iteration 20F: 3 clusters Score -1091922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1091928.875000 Penalty: 3185.796631
	Iteration 21Q: 3 clusters Score -1091929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1091934.375000 Penalty: 3185.796631
	Iteration 22Q: 3 clusters Score -1091934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1091934.625000 Penalty: 3185.796631
	Iteration 23Q: 3 clusters Score -1091935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1091934.625000 Penalty: 3185.796631
	Iteration 24F: 3 clusters Score -1091935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -367382.343750 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -367382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -362638.781250 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -362638.8 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -364065.500000 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -364065.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -364315.656250 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -364315.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -364509.968750 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -364510 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -364692.406250 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -364692.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -364853.375000 Penalty: 2835.737061
	Iteration 5Q: 3 clusters Score -364853.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -364997.843750 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -364997.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -365148.031250 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -365148 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -365292.500000 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -365292.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -365445.406250 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -365445.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -365611.187500 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -365611.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -365765.906250 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -365765.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -365906.687500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -365906.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366011.468750 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -366011.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -366105.531250 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -366105.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -366181.281250 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -366181.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366262.375000 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -366262.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -366335.281250 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -366335.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -366375.156250 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -366375.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -366397.843750 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -366397.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -366416.718750 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -366416.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366425.500000 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -366425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -366431.250000 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -366431.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -366435.250000 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -366435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -366438.781250 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -366438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -366441.593750 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -366441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366444.093750 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -366444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -366445.625000 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -366445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -366446.406250 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -366446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -366446.406250 Penalty: 2835.737061
	Iteration 29F: 3 clusters Score -366446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Entering Unmasked Estep 
Score: -481322.562500 Penalty: 1459.155273
	Iteration 0F: 2 clusters Score -481322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -475555.000000 Penalty: 2918.310547
	Iteration 0F: 3 clusters Score -475555 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -477394.750000 Penalty: 2918.310547
	Iteration 1F: 3 clusters Score -477394.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -477623.343750 Penalty: 2918.310547
	Iteration 2F: 3 clusters Score -477623.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -477773.187500 Penalty: 2918.310547
	Iteration 3Q: 3 clusters Score -477773.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -477903.687500 Penalty: 2918.310547
	Iteration 4Q: 3 clusters Score -477903.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -478013.031250 Penalty: 2918.310547
	Iteration 5Q: 3 clusters Score -478013 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -478116.937500 Penalty: 2918.310547
	Iteration 6Q: 3 clusters Score -478116.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -478218.125000 Penalty: 2918.310547
	Iteration 7Q: 3 clusters Score -478218.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -478317.687500 Penalty: 2918.310547
	Iteration 8Q: 3 clusters Score -478317.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -478421.281250 Penalty: 2918.310547
	Iteration 9Q: 3 clusters Score -478421.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -478522.218750 Penalty: 2918.310547
	Iteration 10Q: 3 clusters Score -478522.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -478649.187500 Penalty: 2918.310547
	Iteration 11Q: 3 clusters Score -478649.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -478774.125000 Penalty: 2918.310547
	Iteration 12Q: 3 clusters Score -478774.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -478908.281250 Penalty: 2918.310547
	Iteration 13Q: 3 clusters Score -478908.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -479054.062500 Penalty: 2918.310547
	Iteration 14Q: 3 clusters Score -479054.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -479208.843750 Penalty: 2918.310547
	Iteration 15Q: 3 clusters Score -479208.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -479373.031250 Penalty: 2918.310547
	Iteration 16Q: 3 clusters Score -479373 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -479504.500000 Penalty: 2918.310547
	Iteration 17Q: 3 clusters Score -479504.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -479612.187500 Penalty: 2918.310547
	Iteration 18Q: 3 clusters Score -479612.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -479697.906250 Penalty: 2918.310547
	Iteration 19Q: 3 clusters Score -479697.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -479761.343750 Penalty: 2918.310547
	Iteration 20F: 3 clusters Score -479761.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -479812.937500 Penalty: 2918.310547
	Iteration 21Q: 3 clusters Score -479812.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -479871.406250 Penalty: 2918.310547
	Iteration 22Q: 3 clusters Score -479871.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -479922.468750 Penalty: 2918.310547
	Iteration 23Q: 3 clusters Score -479922.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -479961.843750 Penalty: 2918.310547
	Iteration 24Q: 3 clusters Score -479961.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -479991.843750 Penalty: 2918.310547
	Iteration 25Q: 3 clusters Score -479991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -480013.062500 Penalty: 2918.310547
	Iteration 26Q: 3 clusters Score -480013.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -480032.156250 Penalty: 2918.310547
	Iteration 27Q: 3 clusters Score -480032.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -480048.000000 Penalty: 2918.310547
	Iteration 28Q: 3 clusters Score -480048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -480058.437500 Penalty: 2918.310547
	Iteration 29Q: 3 clusters Score -480058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -480065.906250 Penalty: 2918.310547
	Iteration 30Q: 3 clusters Score -480065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -480074.062500 Penalty: 2918.310547
	Iteration 31Q: 3 clusters Score -480074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -480081.031250 Penalty: 2918.310547
	Iteration 32Q: 3 clusters Score -480081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -480084.000000 Penalty: 2918.310547
	Iteration 33Q: 3 clusters Score -480084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -480088.718750 Penalty: 2918.310547
	Iteration 34Q: 3 clusters Score -480088.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -480093.906250 Penalty: 2918.310547
	Iteration 35Q: 3 clusters Score -480093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -480097.437500 Penalty: 2918.310547
	Iteration 36Q: 3 clusters Score -480097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -480100.781250 Penalty: 2918.310547
	Iteration 37Q: 3 clusters Score -480100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -480104.093750 Penalty: 2918.310547
	Iteration 38Q: 3 clusters Score -480104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -480105.781250 Penalty: 2918.310547
	Iteration 39Q: 3 clusters Score -480105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -480107.593750 Penalty: 2918.310547
	Iteration 40F: 3 clusters Score -480107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -480109.687500 Penalty: 2918.310547
	Iteration 41Q: 3 clusters Score -480109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -480110.687500 Penalty: 2918.310547
	Iteration 42Q: 3 clusters Score -480110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -480112.406250 Penalty: 2918.310547
	Iteration 43Q: 3 clusters Score -480112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -480114.187500 Penalty: 2918.310547
	Iteration 44Q: 3 clusters Score -480114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -480115.375000 Penalty: 2918.310547
	Iteration 45Q: 3 clusters Score -480115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -480115.375000 Penalty: 2918.310547
	Iteration 46F: 3 clusters Score -480115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -336357.375000 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -336357.4 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 2804 members 
Entering Unmasked Estep 
Score: -331951.750000 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -331951.8 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -333228.062500 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -333228.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -333436.093750 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -333436.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -333591.343750 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -333591.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -333708.312500 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -333708.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -333806.125000 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -333806.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -333897.062500 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -333897.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -334011.687500 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -334011.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -334131.531250 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -334131.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -334245.375000 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -334245.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -334370.125000 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -334370.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -334507.656250 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -334507.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -334622.031250 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -334622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -334718.000000 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -334718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -334822.062500 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -334822.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -334906.031250 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -334906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -334973.593750 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -334973.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -335034.156250 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -335034.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -335072.812500 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -335072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -335098.718750 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -335098.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -335113.718750 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -335113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -335129.375000 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -335129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -335145.625000 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -335145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -335159.593750 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -335159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -335173.531250 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -335173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -335188.218750 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -335188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -335194.750000 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -335194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -335195.812500 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -335195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -335199.031250 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -335199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -335202.375000 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -335202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -335203.718750 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -335203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -335203.718750 Penalty: 2812.888184
	Iteration 31F: 3 clusters Score -335203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -526816.625000 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -526816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -520312.468750 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -520312.5 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -522449.062500 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -522449.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -522736.218750 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -522736.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -522941.562500 Penalty: 2956.071045
	Iteration 3F: 3 clusters Score -522941.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -523102.375000 Penalty: 2956.071045
	Iteration 4Q: 3 clusters Score -523102.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -523231.843750 Penalty: 2956.071045
	Iteration 5Q: 3 clusters Score -523231.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -523375.062500 Penalty: 2956.071045
	Iteration 6Q: 3 clusters Score -523375.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -523525.625000 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -523525.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -523662.031250 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -523662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -523824.750000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -523824.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -523980.312500 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -523980.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -524128.656250 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -524128.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -524284.343750 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -524284.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -524443.562500 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -524443.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -524622.500000 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -524622.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -524809.500000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -524809.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -524982.625000 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -524982.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -525094.750000 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -525094.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -525171.062500 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -525171.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -525220.187500 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -525220.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -525263.187500 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -525263.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -525306.562500 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -525306.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -525343.812500 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -525343.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -525382.750000 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -525382.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -525424.250000 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -525424.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -525458.062500 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -525458.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -525483.500000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -525483.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -525497.500000 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -525497.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -525514.062500 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -525514.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -525527.937500 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -525527.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -525539.875000 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -525539.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -525546.312500 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -525546.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -525552.750000 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -525552.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -525557.250000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -525557.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -525564.187500 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -525564.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -525568.250000 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -525568.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -525569.625000 Penalty: 2956.071045
	Iteration 36Q: 3 clusters Score -525569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -525571.562500 Penalty: 2956.071045
	Iteration 37Q: 3 clusters Score -525571.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -525575.125000 Penalty: 2956.071045
	Iteration 38Q: 3 clusters Score -525575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -525578.437500 Penalty: 2956.071045
	Iteration 39Q: 3 clusters Score -525578.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -525581.812500 Penalty: 2956.071045
	Iteration 40F: 3 clusters Score -525581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -525583.875000 Penalty: 2956.071045
	Iteration 41Q: 3 clusters Score -525583.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -525586.062500 Penalty: 2956.071045
	Iteration 42Q: 3 clusters Score -525586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -525588.312500 Penalty: 2956.071045
	Iteration 43Q: 3 clusters Score -525588.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -525590.187500 Penalty: 2956.071045
	Iteration 44Q: 3 clusters Score -525590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -525593.062500 Penalty: 2956.071045
	Iteration 45Q: 3 clusters Score -525593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -525593.625000 Penalty: 2956.071045
	Iteration 46Q: 3 clusters Score -525593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -525594.687500 Penalty: 2956.071045
	Iteration 47Q: 3 clusters Score -525594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -525595.000000 Penalty: 2956.071045
	Iteration 48Q: 3 clusters Score -525595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -525596.125000 Penalty: 2956.071045
	Iteration 49Q: 3 clusters Score -525596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -525598.312500 Penalty: 2956.071045
	Iteration 50Q: 3 clusters Score -525598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -525599.312500 Penalty: 2956.071045
	Iteration 51Q: 3 clusters Score -525599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -525600.500000 Penalty: 2956.071045
	Iteration 52Q: 3 clusters Score -525600.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -525602.250000 Penalty: 2956.071045
	Iteration 53Q: 3 clusters Score -525602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -525603.500000 Penalty: 2956.071045
	Iteration 54Q: 3 clusters Score -525603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -525603.562500 Penalty: 2956.071045
	Iteration 55Q: 3 clusters Score -525603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -525605.562500 Penalty: 2956.071045
	Iteration 56Q: 3 clusters Score -525605.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -525607.937500 Penalty: 2956.071045
	Iteration 57Q: 3 clusters Score -525607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -525610.125000 Penalty: 2956.071045
	Iteration 58Q: 3 clusters Score -525610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -525611.250000 Penalty: 2956.071045
	Iteration 59Q: 3 clusters Score -525611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -525611.187500 Penalty: 2956.071045
	Iteration 60F: 3 clusters Score -525611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -525612.187500 Penalty: 2956.071045
	Iteration 61Q: 3 clusters Score -525612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -525615.437500 Penalty: 2956.071045
	Iteration 62Q: 3 clusters Score -525615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -525617.000000 Penalty: 2956.071045
	Iteration 63Q: 3 clusters Score -525617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -525620.812500 Penalty: 2956.071045
	Iteration 64Q: 3 clusters Score -525620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -525623.250000 Penalty: 2956.071045
	Iteration 65Q: 3 clusters Score -525623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -525624.312500 Penalty: 2956.071045
	Iteration 66Q: 3 clusters Score -525624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -525625.750000 Penalty: 2956.071045
	Iteration 67Q: 3 clusters Score -525625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -525625.687500 Penalty: 2956.071045
	Iteration 68Q: 3 clusters Score -525625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -525629.312500 Penalty: 2956.071045
	Iteration 69Q: 3 clusters Score -525629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -525631.937500 Penalty: 2956.071045
	Iteration 70Q: 3 clusters Score -525631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -525632.687500 Penalty: 2956.071045
	Iteration 71Q: 3 clusters Score -525632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -525635.000000 Penalty: 2956.071045
	Iteration 72Q: 3 clusters Score -525635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -525636.250000 Penalty: 2956.071045
	Iteration 73Q: 3 clusters Score -525636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -525637.750000 Penalty: 2956.071045
	Iteration 74Q: 3 clusters Score -525637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -525637.187500 Penalty: 2956.071045
	Iteration 75Q: 3 clusters Score -525637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -525638.000000 Penalty: 2956.071045
	Iteration 76Q: 3 clusters Score -525638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -525639.000000 Penalty: 2956.071045
	Iteration 77Q: 3 clusters Score -525639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -525639.312500 Penalty: 2956.071045
	Iteration 78Q: 3 clusters Score -525639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -525641.000000 Penalty: 2956.071045
	Iteration 79Q: 3 clusters Score -525641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -525642.875000 Penalty: 2956.071045
	Iteration 80F: 3 clusters Score -525642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -525642.375000 Penalty: 2956.071045
	Iteration 81Q: 3 clusters Score -525642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -525644.062500 Penalty: 2956.071045
	Iteration 82Q: 3 clusters Score -525644.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -525644.750000 Penalty: 2956.071045
	Iteration 83Q: 3 clusters Score -525644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -525645.875000 Penalty: 2956.071045
	Iteration 84Q: 3 clusters Score -525645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -525646.000000 Penalty: 2956.071045
	Iteration 85Q: 3 clusters Score -525646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -525646.750000 Penalty: 2956.071045
	Iteration 86Q: 3 clusters Score -525646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -525645.937500 Penalty: 2956.071045
	Iteration 87Q: 3 clusters Score -525645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -525646.312500 Penalty: 2956.071045
	Iteration 88Q: 3 clusters Score -525646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -525647.000000 Penalty: 2956.071045
	Iteration 89Q: 3 clusters Score -525647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -525649.812500 Penalty: 2956.071045
	Iteration 90Q: 3 clusters Score -525649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -525653.375000 Penalty: 2956.071045
	Iteration 91Q: 3 clusters Score -525653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -525655.250000 Penalty: 2956.071045
	Iteration 92Q: 3 clusters Score -525655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -525655.687500 Penalty: 2956.071045
	Iteration 93Q: 3 clusters Score -525655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -525656.125000 Penalty: 2956.071045
	Iteration 94Q: 3 clusters Score -525656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -525657.562500 Penalty: 2956.071045
	Iteration 95Q: 3 clusters Score -525657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -525658.750000 Penalty: 2956.071045
	Iteration 96Q: 3 clusters Score -525658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -525660.125000 Penalty: 2956.071045
	Iteration 97Q: 3 clusters Score -525660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -525660.187500 Penalty: 2956.071045
	Iteration 98Q: 3 clusters Score -525660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -525661.187500 Penalty: 2956.071045
	Iteration 99Q: 3 clusters Score -525661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -525662.625000 Penalty: 2956.071045
	Iteration 100F: 3 clusters Score -525662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -525662.625000 Penalty: 2956.071045
	Iteration 101Q: 3 clusters Score -525662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -525663.250000 Penalty: 2956.071045
	Iteration 102Q: 3 clusters Score -525663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -525663.875000 Penalty: 2956.071045
	Iteration 103Q: 3 clusters Score -525663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -525666.750000 Penalty: 2956.071045
	Iteration 104Q: 3 clusters Score -525666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -525668.312500 Penalty: 2956.071045
	Iteration 105Q: 3 clusters Score -525668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -525669.312500 Penalty: 2956.071045
	Iteration 106Q: 3 clusters Score -525669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -525669.250000 Penalty: 2956.071045
	Iteration 107Q: 3 clusters Score -525669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -525670.187500 Penalty: 2956.071045
	Iteration 108Q: 3 clusters Score -525670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -525670.875000 Penalty: 2956.071045
	Iteration 109Q: 3 clusters Score -525670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -525671.000000 Penalty: 2956.071045
	Iteration 110Q: 3 clusters Score -525671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -525669.812500 Penalty: 2956.071045
	Iteration 111Q: 3 clusters Score -525669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -525670.562500 Penalty: 2956.071045
	Iteration 112Q: 3 clusters Score -525670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -525670.562500 Penalty: 2956.071045
	Iteration 113F: 3 clusters Score -525670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -727352.625000 Penalty: 1537.365356
	Iteration 0F: 2 clusters Score -727352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -718411.625000 Penalty: 3074.730713
	Iteration 0F: 3 clusters Score -718411.6 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -721689.000000 Penalty: 3074.730713
	Iteration 1F: 3 clusters Score -721689 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -722112.250000 Penalty: 3074.730713
	Iteration 2F: 3 clusters Score -722112.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -722537.875000 Penalty: 3074.730713
	Iteration 3F: 3 clusters Score -722537.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -723009.687500 Penalty: 3074.730713
	Iteration 4F: 3 clusters Score -723009.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -723557.250000 Penalty: 3074.730713
	Iteration 5F: 3 clusters Score -723557.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -724172.125000 Penalty: 3074.730713
	Iteration 6F: 3 clusters Score -724172.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -724775.437500 Penalty: 3074.730713
	Iteration 7F: 3 clusters Score -724775.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -725307.750000 Penalty: 3074.730713
	Iteration 8Q: 3 clusters Score -725307.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -725750.250000 Penalty: 3074.730713
	Iteration 9Q: 3 clusters Score -725750.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -726046.687500 Penalty: 3074.730713
	Iteration 10Q: 3 clusters Score -726046.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -726223.437500 Penalty: 3074.730713
	Iteration 11Q: 3 clusters Score -726223.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -726319.375000 Penalty: 3074.730713
	Iteration 12Q: 3 clusters Score -726319.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -726382.750000 Penalty: 3074.730713
	Iteration 13Q: 3 clusters Score -726382.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -726416.375000 Penalty: 3074.730713
	Iteration 14Q: 3 clusters Score -726416.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -726436.500000 Penalty: 3074.730713
	Iteration 15Q: 3 clusters Score -726436.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -726455.687500 Penalty: 3074.730713
	Iteration 16Q: 3 clusters Score -726455.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -726472.500000 Penalty: 3074.730713
	Iteration 17Q: 3 clusters Score -726472.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -726481.937500 Penalty: 3074.730713
	Iteration 18Q: 3 clusters Score -726481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -726483.812500 Penalty: 3074.730713
	Iteration 19Q: 3 clusters Score -726483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -726490.625000 Penalty: 3074.730713
	Iteration 20F: 3 clusters Score -726490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -726494.812500 Penalty: 3074.730713
	Iteration 21Q: 3 clusters Score -726494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -726499.687500 Penalty: 3074.730713
	Iteration 22Q: 3 clusters Score -726499.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -726504.062500 Penalty: 3074.730713
	Iteration 23Q: 3 clusters Score -726504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -726505.187500 Penalty: 3074.730713
	Iteration 24Q: 3 clusters Score -726505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -726506.875000 Penalty: 3074.730713
	Iteration 25Q: 3 clusters Score -726506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -726509.500000 Penalty: 3074.730713
	Iteration 26Q: 3 clusters Score -726509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -726511.312500 Penalty: 3074.730713
	Iteration 27Q: 3 clusters Score -726511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -726511.187500 Penalty: 3074.730713
	Iteration 28Q: 3 clusters Score -726511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -726512.937500 Penalty: 3074.730713
	Iteration 29Q: 3 clusters Score -726512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -726514.250000 Penalty: 3074.730713
	Iteration 30Q: 3 clusters Score -726514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -726513.937500 Penalty: 3074.730713
	Iteration 31Q: 3 clusters Score -726513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -726514.312500 Penalty: 3074.730713
	Iteration 32Q: 3 clusters Score -726514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -726513.937500 Penalty: 3074.730713
	Iteration 33Q: 3 clusters Score -726513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -726513.625000 Penalty: 3074.730713
	Iteration 34Q: 3 clusters Score -726513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -726515.312500 Penalty: 3074.730713
	Iteration 35Q: 3 clusters Score -726515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -726514.687500 Penalty: 3074.730713
	Iteration 36Q: 3 clusters Score -726514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -726515.000000 Penalty: 3074.730713
	Iteration 37Q: 3 clusters Score -726515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -726515.000000 Penalty: 3074.730713
	Iteration 38F: 3 clusters Score -726515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -120480.546875 Penalty: 1254.430786
	Iteration 0F: 2 clusters Score -120480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -118209.210938 Penalty: 2508.861572
	Iteration 0F: 3 clusters Score -118209.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -118722.179688 Penalty: 2508.861572
	Iteration 1F: 3 clusters Score -118722.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -118840.484375 Penalty: 2508.861572
	Iteration 2F: 3 clusters Score -118840.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -118905.421875 Penalty: 2508.861572
	Iteration 3F: 3 clusters Score -118905.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -118936.492188 Penalty: 2508.861572
	Iteration 4Q: 3 clusters Score -118936.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118960.179688 Penalty: 2508.861572
	Iteration 5Q: 3 clusters Score -118960.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -118983.007812 Penalty: 2508.861572
	Iteration 6Q: 3 clusters Score -118983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -118999.187500 Penalty: 2508.861572
	Iteration 7Q: 3 clusters Score -118999.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -119009.625000 Penalty: 2508.861572
	Iteration 8Q: 3 clusters Score -119009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -119017.140625 Penalty: 2508.861572
	Iteration 9Q: 3 clusters Score -119017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -119023.398438 Penalty: 2508.861572
	Iteration 10Q: 3 clusters Score -119023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119030.953125 Penalty: 2508.861572
	Iteration 11Q: 3 clusters Score -119031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -119040.656250 Penalty: 2508.861572
	Iteration 12Q: 3 clusters Score -119040.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119051.000000 Penalty: 2508.861572
	Iteration 13Q: 3 clusters Score -119051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -119062.242188 Penalty: 2508.861572
	Iteration 14Q: 3 clusters Score -119062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -119072.156250 Penalty: 2508.861572
	Iteration 15Q: 3 clusters Score -119072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -119078.656250 Penalty: 2508.861572
	Iteration 16Q: 3 clusters Score -119078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119086.640625 Penalty: 2508.861572
	Iteration 17Q: 3 clusters Score -119086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -119096.078125 Penalty: 2508.861572
	Iteration 18Q: 3 clusters Score -119096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -119103.312500 Penalty: 2508.861572
	Iteration 19Q: 3 clusters Score -119103.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -119108.960938 Penalty: 2508.861572
	Iteration 20F: 3 clusters Score -119109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -119115.195312 Penalty: 2508.861572
	Iteration 21Q: 3 clusters Score -119115.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -119120.312500 Penalty: 2508.861572
	Iteration 22Q: 3 clusters Score -119120.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -119125.609375 Penalty: 2508.861572
	Iteration 23Q: 3 clusters Score -119125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -119129.273438 Penalty: 2508.861572
	Iteration 24Q: 3 clusters Score -119129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -119131.703125 Penalty: 2508.861572
	Iteration 25Q: 3 clusters Score -119131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -119135.046875 Penalty: 2508.861572
	Iteration 26Q: 3 clusters Score -119135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -119137.492188 Penalty: 2508.861572
	Iteration 27Q: 3 clusters Score -119137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -119140.726562 Penalty: 2508.861572
	Iteration 28Q: 3 clusters Score -119140.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -119144.195312 Penalty: 2508.861572
	Iteration 29Q: 3 clusters Score -119144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -119145.820312 Penalty: 2508.861572
	Iteration 30Q: 3 clusters Score -119145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -119149.046875 Penalty: 2508.861572
	Iteration 31Q: 3 clusters Score -119149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -119152.679688 Penalty: 2508.861572
	Iteration 32Q: 3 clusters Score -119152.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -119158.179688 Penalty: 2508.861572
	Iteration 33Q: 3 clusters Score -119158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -119164.507812 Penalty: 2508.861572
	Iteration 34Q: 3 clusters Score -119164.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -119171.242188 Penalty: 2508.861572
	Iteration 35Q: 3 clusters Score -119171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -119178.507812 Penalty: 2508.861572
	Iteration 36Q: 3 clusters Score -119178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -119186.976562 Penalty: 2508.861572
	Iteration 37Q: 3 clusters Score -119187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -119193.414062 Penalty: 2508.861572
	Iteration 38Q: 3 clusters Score -119193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -119200.500000 Penalty: 2508.861572
	Iteration 39Q: 3 clusters Score -119200.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -119210.851562 Penalty: 2508.861572
	Iteration 40F: 3 clusters Score -119210.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -119221.078125 Penalty: 2508.861572
	Iteration 41Q: 3 clusters Score -119221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -119227.554688 Penalty: 2508.861572
	Iteration 42Q: 3 clusters Score -119227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -119231.492188 Penalty: 2508.861572
	Iteration 43Q: 3 clusters Score -119231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -119236.773438 Penalty: 2508.861572
	Iteration 44Q: 3 clusters Score -119236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -119242.492188 Penalty: 2508.861572
	Iteration 45Q: 3 clusters Score -119242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -119245.015625 Penalty: 2508.861572
	Iteration 46Q: 3 clusters Score -119245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -119245.695312 Penalty: 2508.861572
	Iteration 47Q: 3 clusters Score -119245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -119245.890625 Penalty: 2508.861572
	Iteration 48Q: 3 clusters Score -119245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -119246.437500 Penalty: 2508.861572
	Iteration 49Q: 3 clusters Score -119246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -119246.812500 Penalty: 2508.861572
	Iteration 50Q: 3 clusters Score -119246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -119247.757812 Penalty: 2508.861572
	Iteration 51Q: 3 clusters Score -119247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -119250.398438 Penalty: 2508.861572
	Iteration 52Q: 3 clusters Score -119250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -119255.289062 Penalty: 2508.861572
	Iteration 53Q: 3 clusters Score -119255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -119259.382812 Penalty: 2508.861572
	Iteration 54Q: 3 clusters Score -119259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -119263.179688 Penalty: 2508.861572
	Iteration 55Q: 3 clusters Score -119263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -119265.382812 Penalty: 2508.861572
	Iteration 56Q: 3 clusters Score -119265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119266.804688 Penalty: 2508.861572
	Iteration 57Q: 3 clusters Score -119266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -119266.804688 Penalty: 2508.861572
	Iteration 58F: 3 clusters Score -119266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -124878.585938 Penalty: 1263.072266
	Iteration 0F: 2 clusters Score -124878.6 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 1154 members 
Entering Unmasked Estep 
Score: -122567.218750 Penalty: 2526.144531
	Iteration 0F: 3 clusters Score -122567.2 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -123148.968750 Penalty: 2526.144531
	Iteration 1F: 3 clusters Score -123149 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -123307.562500 Penalty: 2526.144531
	Iteration 2F: 3 clusters Score -123307.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -123421.429688 Penalty: 2526.144531
	Iteration 3F: 3 clusters Score -123421.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123526.531250 Penalty: 2526.144531
	Iteration 4F: 3 clusters Score -123526.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123598.578125 Penalty: 2526.144531
	Iteration 5Q: 3 clusters Score -123598.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123642.882812 Penalty: 2526.144531
	Iteration 6Q: 3 clusters Score -123642.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123674.757812 Penalty: 2526.144531
	Iteration 7Q: 3 clusters Score -123674.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123699.609375 Penalty: 2526.144531
	Iteration 8Q: 3 clusters Score -123699.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -123718.601562 Penalty: 2526.144531
	Iteration 9Q: 3 clusters Score -123718.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123737.031250 Penalty: 2526.144531
	Iteration 10Q: 3 clusters Score -123737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123754.335938 Penalty: 2526.144531
	Iteration 11Q: 3 clusters Score -123754.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123766.593750 Penalty: 2526.144531
	Iteration 12Q: 3 clusters Score -123766.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -123783.671875 Penalty: 2526.144531
	Iteration 13Q: 3 clusters Score -123783.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123801.656250 Penalty: 2526.144531
	Iteration 14Q: 3 clusters Score -123801.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123812.609375 Penalty: 2526.144531
	Iteration 15Q: 3 clusters Score -123812.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123821.164062 Penalty: 2526.144531
	Iteration 16Q: 3 clusters Score -123821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123829.164062 Penalty: 2526.144531
	Iteration 17Q: 3 clusters Score -123829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -123837.015625 Penalty: 2526.144531
	Iteration 18Q: 3 clusters Score -123837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123844.203125 Penalty: 2526.144531
	Iteration 19Q: 3 clusters Score -123844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123851.039062 Penalty: 2526.144531
	Iteration 20F: 3 clusters Score -123851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123855.554688 Penalty: 2526.144531
	Iteration 21Q: 3 clusters Score -123855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123860.015625 Penalty: 2526.144531
	Iteration 22Q: 3 clusters Score -123860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123864.531250 Penalty: 2526.144531
	Iteration 23Q: 3 clusters Score -123864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -123867.929688 Penalty: 2526.144531
	Iteration 24Q: 3 clusters Score -123867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -123870.789062 Penalty: 2526.144531
	Iteration 25Q: 3 clusters Score -123870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -123872.617188 Penalty: 2526.144531
	Iteration 26Q: 3 clusters Score -123872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123876.414062 Penalty: 2526.144531
	Iteration 27Q: 3 clusters Score -123876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -123880.062500 Penalty: 2526.144531
	Iteration 28Q: 3 clusters Score -123880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -123883.070312 Penalty: 2526.144531
	Iteration 29Q: 3 clusters Score -123883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -123886.460938 Penalty: 2526.144531
	Iteration 30Q: 3 clusters Score -123886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -123890.148438 Penalty: 2526.144531
	Iteration 31Q: 3 clusters Score -123890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -123893.765625 Penalty: 2526.144531
	Iteration 32Q: 3 clusters Score -123893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123894.523438 Penalty: 2526.144531
	Iteration 33Q: 3 clusters Score -123894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -123894.570312 Penalty: 2526.144531
	Iteration 34Q: 3 clusters Score -123894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -123894.570312 Penalty: 2526.144531
	Iteration 35F: 3 clusters Score -123894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -74953.312500 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -74953.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -73170.078125 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -73170.08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -73528.937500 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -73528.94 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -73662.796875 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -73662.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -73831.765625 Penalty: 2388.708984
	Iteration 3F: 3 clusters Score -73831.77 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -74061.843750 Penalty: 2388.708984
	Iteration 4F: 3 clusters Score -74061.84 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -74318.007812 Penalty: 2388.708984
	Iteration 5F: 3 clusters Score -74318.01 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -74571.109375 Penalty: 2388.708984
	Iteration 6F: 3 clusters Score -74571.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -74740.328125 Penalty: 2388.708984
	Iteration 7F: 3 clusters Score -74740.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -74815.078125 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -74815.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -74842.851562 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -74842.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -74861.031250 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -74861.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -74869.929688 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -74869.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -74877.554688 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -74877.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -74880.218750 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -74880.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74881.234375 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -74881.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74881.234375 Penalty: 2388.708984
	Iteration 15F: 3 clusters Score -74881.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9619 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18078 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560611.000000 Penalty: 41504.164062
Iteration 119Q: 22 clusters Score -1.056061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 66997 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18079 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7938 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560614.000000 Penalty: 41504.164062
Iteration 120F: 22 clusters Score -1.056061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 66996 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2249 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560626.000000 Penalty: 41504.164062
Iteration 121Q: 22 clusters Score -1.056063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 66997 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5499 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7940 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560639.000000 Penalty: 41504.164062
Iteration 122Q: 22 clusters Score -1.056064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66999 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5500 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560633.000000 Penalty: 41504.164062
Iteration 123Q: 22 clusters Score -1.056063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560615.000000 Penalty: 41504.164062
Iteration 124Q: 22 clusters Score -1.056062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66999 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5502 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560615.000000 Penalty: 41504.164062
Iteration 125Q: 22 clusters Score -1.056062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560612.000000 Penalty: 41504.164062
Iteration 126Q: 22 clusters Score -1.056061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66997 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560614.000000 Penalty: 41504.164062
Iteration 127Q: 22 clusters Score -1.056061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560611.000000 Penalty: 41504.164062
Iteration 128Q: 22 clusters Score -1.056061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 66998 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560611.000000 Penalty: 41504.164062
Iteration 129F: 22 clusters Score -1.056061e+07 nChanged 0
Entering ConstructFrom: 
Score: -10560611.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -596240.187500 Penalty: 1502.113525
	Iteration 0F: 2 clusters Score -596240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -588907.687500 Penalty: 3004.227051
	Iteration 0F: 3 clusters Score -588907.7 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -591392.187500 Penalty: 3004.227051
	Iteration 1F: 3 clusters Score -591392.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -591718.500000 Penalty: 3004.227051
	Iteration 2F: 3 clusters Score -591718.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -591993.937500 Penalty: 3004.227051
	Iteration 3F: 3 clusters Score -591993.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -592251.062500 Penalty: 3004.227051
	Iteration 4F: 3 clusters Score -592251.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -592519.250000 Penalty: 3004.227051
	Iteration 5F: 3 clusters Score -592519.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -592800.500000 Penalty: 3004.227051
	Iteration 6Q: 3 clusters Score -592800.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -593026.125000 Penalty: 3004.227051
	Iteration 7Q: 3 clusters Score -593026.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -593227.250000 Penalty: 3004.227051
	Iteration 8Q: 3 clusters Score -593227.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -593404.687500 Penalty: 3004.227051
	Iteration 9Q: 3 clusters Score -593404.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -593545.750000 Penalty: 3004.227051
	Iteration 10Q: 3 clusters Score -593545.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -593683.375000 Penalty: 3004.227051
	Iteration 11Q: 3 clusters Score -593683.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -593816.750000 Penalty: 3004.227051
	Iteration 12Q: 3 clusters Score -593816.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -593937.687500 Penalty: 3004.227051
	Iteration 13Q: 3 clusters Score -593937.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -594046.687500 Penalty: 3004.227051
	Iteration 14Q: 3 clusters Score -594046.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -594153.000000 Penalty: 3004.227051
	Iteration 15Q: 3 clusters Score -594153 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -594252.750000 Penalty: 3004.227051
	Iteration 16Q: 3 clusters Score -594252.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -594338.437500 Penalty: 3004.227051
	Iteration 17Q: 3 clusters Score -594338.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -594440.250000 Penalty: 3004.227051
	Iteration 18Q: 3 clusters Score -594440.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -594561.000000 Penalty: 3004.227051
	Iteration 19Q: 3 clusters Score -594561 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -594678.625000 Penalty: 3004.227051
	Iteration 20F: 3 clusters Score -594678.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -594786.312500 Penalty: 3004.227051
	Iteration 21Q: 3 clusters Score -594786.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -594871.812500 Penalty: 3004.227051
	Iteration 22Q: 3 clusters Score -594871.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -594932.437500 Penalty: 3004.227051
	Iteration 23Q: 3 clusters Score -594932.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -594980.062500 Penalty: 3004.227051
	Iteration 24Q: 3 clusters Score -594980.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -595016.187500 Penalty: 3004.227051
	Iteration 25Q: 3 clusters Score -595016.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -595035.250000 Penalty: 3004.227051
	Iteration 26Q: 3 clusters Score -595035.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -595052.500000 Penalty: 3004.227051
	Iteration 27Q: 3 clusters Score -595052.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -595069.187500 Penalty: 3004.227051
	Iteration 28Q: 3 clusters Score -595069.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -595079.875000 Penalty: 3004.227051
	Iteration 29Q: 3 clusters Score -595079.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -595086.937500 Penalty: 3004.227051
	Iteration 30Q: 3 clusters Score -595086.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -595091.250000 Penalty: 3004.227051
	Iteration 31Q: 3 clusters Score -595091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -595096.625000 Penalty: 3004.227051
	Iteration 32Q: 3 clusters Score -595096.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -595101.750000 Penalty: 3004.227051
	Iteration 33Q: 3 clusters Score -595101.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -595103.187500 Penalty: 3004.227051
	Iteration 34Q: 3 clusters Score -595103.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -595107.687500 Penalty: 3004.227051
	Iteration 35Q: 3 clusters Score -595107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -595109.500000 Penalty: 3004.227051
	Iteration 36Q: 3 clusters Score -595109.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -595113.375000 Penalty: 3004.227051
	Iteration 37Q: 3 clusters Score -595113.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -595115.875000 Penalty: 3004.227051
	Iteration 38Q: 3 clusters Score -595115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -595118.000000 Penalty: 3004.227051
	Iteration 39Q: 3 clusters Score -595118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -595122.500000 Penalty: 3004.227051
	Iteration 40F: 3 clusters Score -595122.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -595124.937500 Penalty: 3004.227051
	Iteration 41Q: 3 clusters Score -595124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -595127.750000 Penalty: 3004.227051
	Iteration 42Q: 3 clusters Score -595127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -595132.312500 Penalty: 3004.227051
	Iteration 43Q: 3 clusters Score -595132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -595134.500000 Penalty: 3004.227051
	Iteration 44Q: 3 clusters Score -595134.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -595136.625000 Penalty: 3004.227051
	Iteration 45Q: 3 clusters Score -595136.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -595140.437500 Penalty: 3004.227051
	Iteration 46Q: 3 clusters Score -595140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -595143.312500 Penalty: 3004.227051
	Iteration 47Q: 3 clusters Score -595143.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -595149.062500 Penalty: 3004.227051
	Iteration 48Q: 3 clusters Score -595149.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -595156.437500 Penalty: 3004.227051
	Iteration 49Q: 3 clusters Score -595156.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -595160.375000 Penalty: 3004.227051
	Iteration 50Q: 3 clusters Score -595160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -595164.625000 Penalty: 3004.227051
	Iteration 51Q: 3 clusters Score -595164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -595166.937500 Penalty: 3004.227051
	Iteration 52Q: 3 clusters Score -595166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -595170.812500 Penalty: 3004.227051
	Iteration 53Q: 3 clusters Score -595170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -595172.375000 Penalty: 3004.227051
	Iteration 54Q: 3 clusters Score -595172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -595176.062500 Penalty: 3004.227051
	Iteration 55Q: 3 clusters Score -595176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -595178.125000 Penalty: 3004.227051
	Iteration 56Q: 3 clusters Score -595178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -595178.375000 Penalty: 3004.227051
	Iteration 57Q: 3 clusters Score -595178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -595180.312500 Penalty: 3004.227051
	Iteration 58Q: 3 clusters Score -595180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -595181.437500 Penalty: 3004.227051
	Iteration 59Q: 3 clusters Score -595181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -595179.812500 Penalty: 3004.227051
	Iteration 60F: 3 clusters Score -595179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -154054.546875 Penalty: 1265.719116
	Iteration 0F: 2 clusters Score -154054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -151724.765625 Penalty: 2531.438232
	Iteration 0F: 3 clusters Score -151724.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -152264.609375 Penalty: 2531.438232
	Iteration 1F: 3 clusters Score -152264.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152364.234375 Penalty: 2531.438232
	Iteration 2F: 3 clusters Score -152364.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -152433.484375 Penalty: 2531.438232
	Iteration 3Q: 3 clusters Score -152433.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -152476.125000 Penalty: 2531.438232
	Iteration 4Q: 3 clusters Score -152476.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152508.593750 Penalty: 2531.438232
	Iteration 5Q: 3 clusters Score -152508.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152535.921875 Penalty: 2531.438232
	Iteration 6Q: 3 clusters Score -152535.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152565.703125 Penalty: 2531.438232
	Iteration 7Q: 3 clusters Score -152565.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -152590.468750 Penalty: 2531.438232
	Iteration 8Q: 3 clusters Score -152590.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152603.265625 Penalty: 2531.438232
	Iteration 9Q: 3 clusters Score -152603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -152621.890625 Penalty: 2531.438232
	Iteration 10Q: 3 clusters Score -152621.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152637.812500 Penalty: 2531.438232
	Iteration 11Q: 3 clusters Score -152637.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152652.328125 Penalty: 2531.438232
	Iteration 12Q: 3 clusters Score -152652.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152666.156250 Penalty: 2531.438232
	Iteration 13Q: 3 clusters Score -152666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152681.187500 Penalty: 2531.438232
	Iteration 14Q: 3 clusters Score -152681.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152695.046875 Penalty: 2531.438232
	Iteration 15Q: 3 clusters Score -152695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152715.296875 Penalty: 2531.438232
	Iteration 16Q: 3 clusters Score -152715.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152735.328125 Penalty: 2531.438232
	Iteration 17Q: 3 clusters Score -152735.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152753.890625 Penalty: 2531.438232
	Iteration 18Q: 3 clusters Score -152753.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152771.593750 Penalty: 2531.438232
	Iteration 19Q: 3 clusters Score -152771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152787.656250 Penalty: 2531.438232
	Iteration 20F: 3 clusters Score -152787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -152809.171875 Penalty: 2531.438232
	Iteration 21Q: 3 clusters Score -152809.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152825.875000 Penalty: 2531.438232
	Iteration 22Q: 3 clusters Score -152825.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152837.265625 Penalty: 2531.438232
	Iteration 23Q: 3 clusters Score -152837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152859.375000 Penalty: 2531.438232
	Iteration 24Q: 3 clusters Score -152859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -152887.031250 Penalty: 2531.438232
	Iteration 25Q: 3 clusters Score -152887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152904.328125 Penalty: 2531.438232
	Iteration 26Q: 3 clusters Score -152904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -152918.875000 Penalty: 2531.438232
	Iteration 27Q: 3 clusters Score -152918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152934.375000 Penalty: 2531.438232
	Iteration 28Q: 3 clusters Score -152934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -152942.562500 Penalty: 2531.438232
	Iteration 29Q: 3 clusters Score -152942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152946.531250 Penalty: 2531.438232
	Iteration 30Q: 3 clusters Score -152946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -152949.875000 Penalty: 2531.438232
	Iteration 31Q: 3 clusters Score -152949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -152952.875000 Penalty: 2531.438232
	Iteration 32Q: 3 clusters Score -152952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -152955.406250 Penalty: 2531.438232
	Iteration 33Q: 3 clusters Score -152955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -152959.046875 Penalty: 2531.438232
	Iteration 34Q: 3 clusters Score -152959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152962.156250 Penalty: 2531.438232
	Iteration 35Q: 3 clusters Score -152962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -152966.687500 Penalty: 2531.438232
	Iteration 36Q: 3 clusters Score -152966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -152967.250000 Penalty: 2531.438232
	Iteration 37Q: 3 clusters Score -152967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -152967.250000 Penalty: 2531.438232
	Iteration 38F: 3 clusters Score -152967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Entering Unmasked Estep 
Score: -511746.718750 Penalty: 1490.401733
	Iteration 0F: 2 clusters Score -511746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -504885.968750 Penalty: 2980.803467
	Iteration 0F: 3 clusters Score -504886 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -507162.750000 Penalty: 2980.803467
	Iteration 1F: 3 clusters Score -507162.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -507518.343750 Penalty: 2980.803467
	Iteration 2F: 3 clusters Score -507518.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -507858.250000 Penalty: 2980.803467
	Iteration 3F: 3 clusters Score -507858.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -508201.968750 Penalty: 2980.803467
	Iteration 4F: 3 clusters Score -508202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -508513.125000 Penalty: 2980.803467
	Iteration 5F: 3 clusters Score -508513.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -508799.781250 Penalty: 2980.803467
	Iteration 6F: 3 clusters Score -508799.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -509058.750000 Penalty: 2980.803467
	Iteration 7Q: 3 clusters Score -509058.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -509327.593750 Penalty: 2980.803467
	Iteration 8Q: 3 clusters Score -509327.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -509593.812500 Penalty: 2980.803467
	Iteration 9Q: 3 clusters Score -509593.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -509884.375000 Penalty: 2980.803467
	Iteration 10Q: 3 clusters Score -509884.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -510159.062500 Penalty: 2980.803467
	Iteration 11Q: 3 clusters Score -510159.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -510379.750000 Penalty: 2980.803467
	Iteration 12Q: 3 clusters Score -510379.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -510534.937500 Penalty: 2980.803467
	Iteration 13Q: 3 clusters Score -510534.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -510652.656250 Penalty: 2980.803467
	Iteration 14Q: 3 clusters Score -510652.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -510731.218750 Penalty: 2980.803467
	Iteration 15Q: 3 clusters Score -510731.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -510783.093750 Penalty: 2980.803467
	Iteration 16Q: 3 clusters Score -510783.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -510816.750000 Penalty: 2980.803467
	Iteration 17Q: 3 clusters Score -510816.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -510842.781250 Penalty: 2980.803467
	Iteration 18Q: 3 clusters Score -510842.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -510859.093750 Penalty: 2980.803467
	Iteration 19Q: 3 clusters Score -510859.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -510869.375000 Penalty: 2980.803467
	Iteration 20F: 3 clusters Score -510869.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -510880.250000 Penalty: 2980.803467
	Iteration 21Q: 3 clusters Score -510880.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -510887.593750 Penalty: 2980.803467
	Iteration 22Q: 3 clusters Score -510887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -510895.218750 Penalty: 2980.803467
	Iteration 23Q: 3 clusters Score -510895.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -510904.250000 Penalty: 2980.803467
	Iteration 24Q: 3 clusters Score -510904.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -510912.968750 Penalty: 2980.803467
	Iteration 25Q: 3 clusters Score -510913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -510920.781250 Penalty: 2980.803467
	Iteration 26Q: 3 clusters Score -510920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -510921.968750 Penalty: 2980.803467
	Iteration 27Q: 3 clusters Score -510922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -510923.781250 Penalty: 2980.803467
	Iteration 28Q: 3 clusters Score -510923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -510924.281250 Penalty: 2980.803467
	Iteration 29Q: 3 clusters Score -510924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -510927.281250 Penalty: 2980.803467
	Iteration 30Q: 3 clusters Score -510927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -510931.843750 Penalty: 2980.803467
	Iteration 31Q: 3 clusters Score -510931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -510934.375000 Penalty: 2980.803467
	Iteration 32Q: 3 clusters Score -510934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -510936.937500 Penalty: 2980.803467
	Iteration 33Q: 3 clusters Score -510936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -510939.218750 Penalty: 2980.803467
	Iteration 34Q: 3 clusters Score -510939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -510943.375000 Penalty: 2980.803467
	Iteration 35Q: 3 clusters Score -510943.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -510943.468750 Penalty: 2980.803467
	Iteration 36Q: 3 clusters Score -510943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -510944.500000 Penalty: 2980.803467
	Iteration 37Q: 3 clusters Score -510944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -510946.531250 Penalty: 2980.803467
	Iteration 38Q: 3 clusters Score -510946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -510946.156250 Penalty: 2980.803467
	Iteration 39Q: 3 clusters Score -510946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -510946.625000 Penalty: 2980.803467
	Iteration 40F: 3 clusters Score -510946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -510946.437500 Penalty: 2980.803467
	Iteration 41Q: 3 clusters Score -510946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -510948.093750 Penalty: 2980.803467
	Iteration 42Q: 3 clusters Score -510948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -510947.718750 Penalty: 2980.803467
	Iteration 43Q: 3 clusters Score -510947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -510948.593750 Penalty: 2980.803467
	Iteration 44Q: 3 clusters Score -510948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -510948.968750 Penalty: 2980.803467
	Iteration 45Q: 3 clusters Score -510949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -510948.750000 Penalty: 2980.803467
	Iteration 46Q: 3 clusters Score -510948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -510949.531250 Penalty: 2980.803467
	Iteration 47Q: 3 clusters Score -510949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -510950.000000 Penalty: 2980.803467
	Iteration 48Q: 3 clusters Score -510950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -510949.218750 Penalty: 2980.803467
	Iteration 49Q: 3 clusters Score -510949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -510950.906250 Penalty: 2980.803467
	Iteration 50Q: 3 clusters Score -510950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -510951.125000 Penalty: 2980.803467
	Iteration 51Q: 3 clusters Score -510951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -510951.125000 Penalty: 2980.803467
	Iteration 52F: 3 clusters Score -510951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -138776.828125 Penalty: 1286.244019
	Iteration 0F: 2 clusters Score -138776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -136205.875000 Penalty: 2572.488037
	Iteration 0F: 3 clusters Score -136205.9 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -136850.000000 Penalty: 2572.488037
	Iteration 1F: 3 clusters Score -136850 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -136973.765625 Penalty: 2572.488037
	Iteration 2F: 3 clusters Score -136973.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -137036.953125 Penalty: 2572.488037
	Iteration 3Q: 3 clusters Score -137037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137077.234375 Penalty: 2572.488037
	Iteration 4Q: 3 clusters Score -137077.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -137118.312500 Penalty: 2572.488037
	Iteration 5Q: 3 clusters Score -137118.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -137159.687500 Penalty: 2572.488037
	Iteration 6Q: 3 clusters Score -137159.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -137206.078125 Penalty: 2572.488037
	Iteration 7Q: 3 clusters Score -137206.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -137248.640625 Penalty: 2572.488037
	Iteration 8Q: 3 clusters Score -137248.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -137289.984375 Penalty: 2572.488037
	Iteration 9Q: 3 clusters Score -137290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -137336.500000 Penalty: 2572.488037
	Iteration 10Q: 3 clusters Score -137336.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -137383.281250 Penalty: 2572.488037
	Iteration 11Q: 3 clusters Score -137383.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -137425.203125 Penalty: 2572.488037
	Iteration 12Q: 3 clusters Score -137425.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -137460.343750 Penalty: 2572.488037
	Iteration 13Q: 3 clusters Score -137460.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -137494.171875 Penalty: 2572.488037
	Iteration 14Q: 3 clusters Score -137494.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -137524.140625 Penalty: 2572.488037
	Iteration 15Q: 3 clusters Score -137524.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -137554.015625 Penalty: 2572.488037
	Iteration 16Q: 3 clusters Score -137554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -137571.765625 Penalty: 2572.488037
	Iteration 17Q: 3 clusters Score -137571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -137584.546875 Penalty: 2572.488037
	Iteration 18Q: 3 clusters Score -137584.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -137595.875000 Penalty: 2572.488037
	Iteration 19Q: 3 clusters Score -137595.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -137609.359375 Penalty: 2572.488037
	Iteration 20F: 3 clusters Score -137609.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -137630.937500 Penalty: 2572.488037
	Iteration 21Q: 3 clusters Score -137630.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -137660.609375 Penalty: 2572.488037
	Iteration 22Q: 3 clusters Score -137660.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -137688.421875 Penalty: 2572.488037
	Iteration 23Q: 3 clusters Score -137688.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -137710.343750 Penalty: 2572.488037
	Iteration 24Q: 3 clusters Score -137710.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -137730.234375 Penalty: 2572.488037
	Iteration 25Q: 3 clusters Score -137730.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -137740.500000 Penalty: 2572.488037
	Iteration 26Q: 3 clusters Score -137740.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -137745.125000 Penalty: 2572.488037
	Iteration 27Q: 3 clusters Score -137745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -137750.781250 Penalty: 2572.488037
	Iteration 28Q: 3 clusters Score -137750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -137756.140625 Penalty: 2572.488037
	Iteration 29Q: 3 clusters Score -137756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -137758.484375 Penalty: 2572.488037
	Iteration 30Q: 3 clusters Score -137758.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -137764.265625 Penalty: 2572.488037
	Iteration 31Q: 3 clusters Score -137764.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -137769.890625 Penalty: 2572.488037
	Iteration 32Q: 3 clusters Score -137769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -137776.515625 Penalty: 2572.488037
	Iteration 33Q: 3 clusters Score -137776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -137782.578125 Penalty: 2572.488037
	Iteration 34Q: 3 clusters Score -137782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -137786.375000 Penalty: 2572.488037
	Iteration 35Q: 3 clusters Score -137786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -137788.390625 Penalty: 2572.488037
	Iteration 36Q: 3 clusters Score -137788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -137789.812500 Penalty: 2572.488037
	Iteration 37Q: 3 clusters Score -137789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -137789.812500 Penalty: 2572.488037
	Iteration 38F: 3 clusters Score -137789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -116754.437500 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -116754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -114436.406250 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -114436.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -114966.187500 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -114966.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -115095.125000 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -115095.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -115160.335938 Penalty: 2529.953857
	Iteration 3Q: 3 clusters Score -115160.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -115219.015625 Penalty: 2529.953857
	Iteration 4Q: 3 clusters Score -115219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -115285.343750 Penalty: 2529.953857
	Iteration 5Q: 3 clusters Score -115285.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -115320.257812 Penalty: 2529.953857
	Iteration 6Q: 3 clusters Score -115320.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -115347.460938 Penalty: 2529.953857
	Iteration 7Q: 3 clusters Score -115347.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -115370.500000 Penalty: 2529.953857
	Iteration 8Q: 3 clusters Score -115370.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -115391.937500 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -115391.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -115402.867188 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -115402.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -115413.187500 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -115413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -115421.546875 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -115421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -115433.023438 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -115433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -115443.312500 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -115443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -115454.562500 Penalty: 2529.953857
	Iteration 15Q: 3 clusters Score -115454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -115463.843750 Penalty: 2529.953857
	Iteration 16Q: 3 clusters Score -115463.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -115473.765625 Penalty: 2529.953857
	Iteration 17Q: 3 clusters Score -115473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -115481.046875 Penalty: 2529.953857
	Iteration 18Q: 3 clusters Score -115481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -115484.429688 Penalty: 2529.953857
	Iteration 19Q: 3 clusters Score -115484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -115486.968750 Penalty: 2529.953857
	Iteration 20F: 3 clusters Score -115487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -115488.242188 Penalty: 2529.953857
	Iteration 21Q: 3 clusters Score -115488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -115489.609375 Penalty: 2529.953857
	Iteration 22Q: 3 clusters Score -115489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -115491.953125 Penalty: 2529.953857
	Iteration 23Q: 3 clusters Score -115492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -115494.953125 Penalty: 2529.953857
	Iteration 24Q: 3 clusters Score -115495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -115498.312500 Penalty: 2529.953857
	Iteration 25Q: 3 clusters Score -115498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -115499.437500 Penalty: 2529.953857
	Iteration 26Q: 3 clusters Score -115499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -115500.335938 Penalty: 2529.953857
	Iteration 27Q: 3 clusters Score -115500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -115501.171875 Penalty: 2529.953857
	Iteration 28Q: 3 clusters Score -115501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -115501.820312 Penalty: 2529.953857
	Iteration 29Q: 3 clusters Score -115501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -115501.820312 Penalty: 2529.953857
	Iteration 30F: 3 clusters Score -115501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -144200.609375 Penalty: 1261.698120
	Iteration 0F: 2 clusters Score -144200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -141882.453125 Penalty: 2523.396240
	Iteration 0F: 3 clusters Score -141882.5 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -142412.015625 Penalty: 2523.396240
	Iteration 1F: 3 clusters Score -142412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -142545.437500 Penalty: 2523.396240
	Iteration 2F: 3 clusters Score -142545.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -142631.937500 Penalty: 2523.396240
	Iteration 3F: 3 clusters Score -142631.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -142700.328125 Penalty: 2523.396240
	Iteration 4Q: 3 clusters Score -142700.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -142764.890625 Penalty: 2523.396240
	Iteration 5Q: 3 clusters Score -142764.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -142817.437500 Penalty: 2523.396240
	Iteration 6Q: 3 clusters Score -142817.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -142852.765625 Penalty: 2523.396240
	Iteration 7Q: 3 clusters Score -142852.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -142876.218750 Penalty: 2523.396240
	Iteration 8Q: 3 clusters Score -142876.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -142892.281250 Penalty: 2523.396240
	Iteration 9Q: 3 clusters Score -142892.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -142900.984375 Penalty: 2523.396240
	Iteration 10Q: 3 clusters Score -142901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -142910.828125 Penalty: 2523.396240
	Iteration 11Q: 3 clusters Score -142910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142916.515625 Penalty: 2523.396240
	Iteration 12Q: 3 clusters Score -142916.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -142927.796875 Penalty: 2523.396240
	Iteration 13Q: 3 clusters Score -142927.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -142939.281250 Penalty: 2523.396240
	Iteration 14Q: 3 clusters Score -142939.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -142948.015625 Penalty: 2523.396240
	Iteration 15Q: 3 clusters Score -142948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -142957.468750 Penalty: 2523.396240
	Iteration 16Q: 3 clusters Score -142957.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -142963.437500 Penalty: 2523.396240
	Iteration 17Q: 3 clusters Score -142963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -142967.609375 Penalty: 2523.396240
	Iteration 18Q: 3 clusters Score -142967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -142968.906250 Penalty: 2523.396240
	Iteration 19Q: 3 clusters Score -142968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -142969.484375 Penalty: 2523.396240
	Iteration 20F: 3 clusters Score -142969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142971.937500 Penalty: 2523.396240
	Iteration 21Q: 3 clusters Score -142971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142974.375000 Penalty: 2523.396240
	Iteration 22Q: 3 clusters Score -142974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -142978.250000 Penalty: 2523.396240
	Iteration 23Q: 3 clusters Score -142978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142980.484375 Penalty: 2523.396240
	Iteration 24Q: 3 clusters Score -142980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142984.187500 Penalty: 2523.396240
	Iteration 25Q: 3 clusters Score -142984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142986.828125 Penalty: 2523.396240
	Iteration 26Q: 3 clusters Score -142986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142989.109375 Penalty: 2523.396240
	Iteration 27Q: 3 clusters Score -142989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -142991.734375 Penalty: 2523.396240
	Iteration 28Q: 3 clusters Score -142991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -142995.609375 Penalty: 2523.396240
	Iteration 29Q: 3 clusters Score -142995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -142997.734375 Penalty: 2523.396240
	Iteration 30Q: 3 clusters Score -142997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143000.312500 Penalty: 2523.396240
	Iteration 31Q: 3 clusters Score -143000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143000.812500 Penalty: 2523.396240
	Iteration 32Q: 3 clusters Score -143000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143000.859375 Penalty: 2523.396240
	Iteration 33Q: 3 clusters Score -143000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143000.859375 Penalty: 2523.396240
	Iteration 34F: 3 clusters Score -143000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -494025.781250 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -494025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -487377.093750 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -487377.1 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -489486.562500 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -489486.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -489926.843750 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -489926.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -490342.250000 Penalty: 2967.636475
	Iteration 3F: 3 clusters Score -490342.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -490726.062500 Penalty: 2967.636475
	Iteration 4F: 3 clusters Score -490726.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -491089.687500 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -491089.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -491459.656250 Penalty: 2967.636475
	Iteration 6F: 3 clusters Score -491459.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -491845.093750 Penalty: 2967.636475
	Iteration 7F: 3 clusters Score -491845.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -492209.656250 Penalty: 2967.636475
	Iteration 8Q: 3 clusters Score -492209.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -492512.656250 Penalty: 2967.636475
	Iteration 9Q: 3 clusters Score -492512.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -492723.625000 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -492723.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -492888.031250 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -492888 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -492994.156250 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -492994.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -493061.468750 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -493061.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -493106.843750 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -493106.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -493135.593750 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -493135.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -493159.437500 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -493159.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -493186.562500 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -493186.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -493195.593750 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -493195.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -493204.562500 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -493204.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -493216.125000 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -493216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -493223.343750 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -493223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -493228.000000 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -493228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -493228.875000 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -493228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -493229.500000 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -493229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -493230.500000 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -493230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -493231.500000 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -493231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -493231.937500 Penalty: 2967.636475
	Iteration 27Q: 3 clusters Score -493231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -493233.156250 Penalty: 2967.636475
	Iteration 28Q: 3 clusters Score -493233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -493233.156250 Penalty: 2967.636475
	Iteration 29F: 3 clusters Score -493233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Entering Unmasked Estep 
Score: -3885990.000000 Penalty: 1805.767944
	Iteration 0F: 2 clusters Score -3885990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -3841081.250000 Penalty: 3611.535889
	Iteration 0F: 3 clusters Score -3841081 nChanged 31788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3859463.500000 Penalty: 3611.535889
	Iteration 1F: 3 clusters Score -3859464 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -3860349.500000 Penalty: 3611.535889
	Iteration 2Q: 3 clusters Score -3860350 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -3861558.000000 Penalty: 3611.535889
	Iteration 3Q: 3 clusters Score -3861558 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -3863390.250000 Penalty: 3611.535889
	Iteration 4F: 3 clusters Score -3863390 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -3866033.250000 Penalty: 3611.535889
	Iteration 5F: 3 clusters Score -3866033 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -3869393.500000 Penalty: 3611.535889
	Iteration 6F: 3 clusters Score -3869394 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -3873214.000000 Penalty: 3611.535889
	Iteration 7F: 3 clusters Score -3873214 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -3876691.250000 Penalty: 3611.535889
	Iteration 8F: 3 clusters Score -3876691 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -3879265.000000 Penalty: 3611.535889
	Iteration 9Q: 3 clusters Score -3879265 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -3881084.750000 Penalty: 3611.535889
	Iteration 10Q: 3 clusters Score -3881085 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -3882299.500000 Penalty: 3611.535889
	Iteration 11Q: 3 clusters Score -3882300 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -3883083.250000 Penalty: 3611.535889
	Iteration 12Q: 3 clusters Score -3883083 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -3883584.750000 Penalty: 3611.535889
	Iteration 13Q: 3 clusters Score -3883585 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -3883881.750000 Penalty: 3611.535889
	Iteration 14Q: 3 clusters Score -3883882 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -3884054.500000 Penalty: 3611.535889
	Iteration 15Q: 3 clusters Score -3884054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -3884169.250000 Penalty: 3611.535889
	Iteration 16Q: 3 clusters Score -3884169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -3884250.500000 Penalty: 3611.535889
	Iteration 17Q: 3 clusters Score -3884250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -3884306.000000 Penalty: 3611.535889
	Iteration 18Q: 3 clusters Score -3884306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -3884342.750000 Penalty: 3611.535889
	Iteration 19Q: 3 clusters Score -3884343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -3884352.000000 Penalty: 3611.535889
	Iteration 20F: 3 clusters Score -3884352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -3884360.250000 Penalty: 3611.535889
	Iteration 21Q: 3 clusters Score -3884360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -3884363.250000 Penalty: 3611.535889
	Iteration 22Q: 3 clusters Score -3884363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -3884372.750000 Penalty: 3611.535889
	Iteration 23Q: 3 clusters Score -3884373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -3884375.250000 Penalty: 3611.535889
	Iteration 24Q: 3 clusters Score -3884375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -3884380.000000 Penalty: 3611.535889
	Iteration 25Q: 3 clusters Score -3884380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -3884388.000000 Penalty: 3611.535889
	Iteration 26Q: 3 clusters Score -3884388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -3884390.250000 Penalty: 3611.535889
	Iteration 27Q: 3 clusters Score -3884390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -3884394.500000 Penalty: 3611.535889
	Iteration 28Q: 3 clusters Score -3884394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -3884395.000000 Penalty: 3611.535889
	Iteration 29Q: 3 clusters Score -3884395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -3884395.000000 Penalty: 3611.535889
	Iteration 30Q: 3 clusters Score -3884395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -3884395.000000 Penalty: 3611.535889
	Iteration 31F: 3 clusters Score -3884395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -301100.906250 Penalty: 1384.822144
	Iteration 0F: 2 clusters Score -301100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -297111.937500 Penalty: 2769.644287
	Iteration 0F: 3 clusters Score -297111.9 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -298121.531250 Penalty: 2769.644287
	Iteration 1F: 3 clusters Score -298121.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -298290.812500 Penalty: 2769.644287
	Iteration 2F: 3 clusters Score -298290.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -298422.218750 Penalty: 2769.644287
	Iteration 3Q: 3 clusters Score -298422.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -298554.343750 Penalty: 2769.644287
	Iteration 4Q: 3 clusters Score -298554.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -298685.843750 Penalty: 2769.644287
	Iteration 5Q: 3 clusters Score -298685.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -298815.937500 Penalty: 2769.644287
	Iteration 6Q: 3 clusters Score -298815.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -298976.843750 Penalty: 2769.644287
	Iteration 7Q: 3 clusters Score -298976.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -299129.312500 Penalty: 2769.644287
	Iteration 8Q: 3 clusters Score -299129.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -299264.656250 Penalty: 2769.644287
	Iteration 9Q: 3 clusters Score -299264.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -299389.625000 Penalty: 2769.644287
	Iteration 10Q: 3 clusters Score -299389.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -299491.718750 Penalty: 2769.644287
	Iteration 11Q: 3 clusters Score -299491.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -299567.218750 Penalty: 2769.644287
	Iteration 12Q: 3 clusters Score -299567.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -299630.875000 Penalty: 2769.644287
	Iteration 13Q: 3 clusters Score -299630.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -299701.906250 Penalty: 2769.644287
	Iteration 14Q: 3 clusters Score -299701.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -299750.750000 Penalty: 2769.644287
	Iteration 15Q: 3 clusters Score -299750.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -299789.625000 Penalty: 2769.644287
	Iteration 16Q: 3 clusters Score -299789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -299823.843750 Penalty: 2769.644287
	Iteration 17Q: 3 clusters Score -299823.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -299843.875000 Penalty: 2769.644287
	Iteration 18Q: 3 clusters Score -299843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -299851.625000 Penalty: 2769.644287
	Iteration 19Q: 3 clusters Score -299851.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -299864.812500 Penalty: 2769.644287
	Iteration 20F: 3 clusters Score -299864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -299875.000000 Penalty: 2769.644287
	Iteration 21Q: 3 clusters Score -299875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -299894.531250 Penalty: 2769.644287
	Iteration 22Q: 3 clusters Score -299894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -299907.593750 Penalty: 2769.644287
	Iteration 23Q: 3 clusters Score -299907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -299913.468750 Penalty: 2769.644287
	Iteration 24Q: 3 clusters Score -299913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -299923.031250 Penalty: 2769.644287
	Iteration 25Q: 3 clusters Score -299923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -299933.343750 Penalty: 2769.644287
	Iteration 26Q: 3 clusters Score -299933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -299939.187500 Penalty: 2769.644287
	Iteration 27Q: 3 clusters Score -299939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -299943.437500 Penalty: 2769.644287
	Iteration 28Q: 3 clusters Score -299943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -299951.468750 Penalty: 2769.644287
	Iteration 29Q: 3 clusters Score -299951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -299956.218750 Penalty: 2769.644287
	Iteration 30Q: 3 clusters Score -299956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -299962.312500 Penalty: 2769.644287
	Iteration 31Q: 3 clusters Score -299962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -299964.437500 Penalty: 2769.644287
	Iteration 32Q: 3 clusters Score -299964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -299965.250000 Penalty: 2769.644287
	Iteration 33Q: 3 clusters Score -299965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -299965.156250 Penalty: 2769.644287
	Iteration 34Q: 3 clusters Score -299965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -299965.156250 Penalty: 2769.644287
	Iteration 35F: 3 clusters Score -299965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -131741.062500 Penalty: 1248.478271
	Iteration 0F: 2 clusters Score -131741.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -129525.671875 Penalty: 2496.956543
	Iteration 0F: 3 clusters Score -129525.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -130017.726562 Penalty: 2496.956543
	Iteration 1F: 3 clusters Score -130017.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -130114.539062 Penalty: 2496.956543
	Iteration 2F: 3 clusters Score -130114.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -130170.875000 Penalty: 2496.956543
	Iteration 3Q: 3 clusters Score -130170.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130202.195312 Penalty: 2496.956543
	Iteration 4Q: 3 clusters Score -130202.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130222.203125 Penalty: 2496.956543
	Iteration 5Q: 3 clusters Score -130222.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -130239.062500 Penalty: 2496.956543
	Iteration 6Q: 3 clusters Score -130239.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -130250.578125 Penalty: 2496.956543
	Iteration 7Q: 3 clusters Score -130250.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130258.445312 Penalty: 2496.956543
	Iteration 8Q: 3 clusters Score -130258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -130267.351562 Penalty: 2496.956543
	Iteration 9Q: 3 clusters Score -130267.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -130277.125000 Penalty: 2496.956543
	Iteration 10Q: 3 clusters Score -130277.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -130287.437500 Penalty: 2496.956543
	Iteration 11Q: 3 clusters Score -130287.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -130295.203125 Penalty: 2496.956543
	Iteration 12Q: 3 clusters Score -130295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -130298.351562 Penalty: 2496.956543
	Iteration 13Q: 3 clusters Score -130298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -130304.296875 Penalty: 2496.956543
	Iteration 14Q: 3 clusters Score -130304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -130308.210938 Penalty: 2496.956543
	Iteration 15Q: 3 clusters Score -130308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130309.695312 Penalty: 2496.956543
	Iteration 16Q: 3 clusters Score -130309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -130312.476562 Penalty: 2496.956543
	Iteration 17Q: 3 clusters Score -130312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -130314.835938 Penalty: 2496.956543
	Iteration 18Q: 3 clusters Score -130314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130318.734375 Penalty: 2496.956543
	Iteration 19Q: 3 clusters Score -130318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130321.812500 Penalty: 2496.956543
	Iteration 20F: 3 clusters Score -130321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130323.132812 Penalty: 2496.956543
	Iteration 21Q: 3 clusters Score -130323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130325.093750 Penalty: 2496.956543
	Iteration 22Q: 3 clusters Score -130325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -130325.929688 Penalty: 2496.956543
	Iteration 23Q: 3 clusters Score -130325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -130325.929688 Penalty: 2496.956543
	Iteration 24F: 3 clusters Score -130325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -303105.562500 Penalty: 1399.620361
	Iteration 0F: 2 clusters Score -303105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -298810.312500 Penalty: 2799.240723
	Iteration 0F: 3 clusters Score -298810.3 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -300002.656250 Penalty: 2799.240723
	Iteration 1F: 3 clusters Score -300002.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -300203.468750 Penalty: 2799.240723
	Iteration 2F: 3 clusters Score -300203.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -300353.156250 Penalty: 2799.240723
	Iteration 3F: 3 clusters Score -300353.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -300467.531250 Penalty: 2799.240723
	Iteration 4Q: 3 clusters Score -300467.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -300593.843750 Penalty: 2799.240723
	Iteration 5Q: 3 clusters Score -300593.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -300699.437500 Penalty: 2799.240723
	Iteration 6Q: 3 clusters Score -300699.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -300810.718750 Penalty: 2799.240723
	Iteration 7Q: 3 clusters Score -300810.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -300905.562500 Penalty: 2799.240723
	Iteration 8Q: 3 clusters Score -300905.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -301004.468750 Penalty: 2799.240723
	Iteration 9Q: 3 clusters Score -301004.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -301102.875000 Penalty: 2799.240723
	Iteration 10Q: 3 clusters Score -301102.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -301181.937500 Penalty: 2799.240723
	Iteration 11Q: 3 clusters Score -301181.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -301253.312500 Penalty: 2799.240723
	Iteration 12Q: 3 clusters Score -301253.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -301317.531250 Penalty: 2799.240723
	Iteration 13Q: 3 clusters Score -301317.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -301371.875000 Penalty: 2799.240723
	Iteration 14Q: 3 clusters Score -301371.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -301432.281250 Penalty: 2799.240723
	Iteration 15Q: 3 clusters Score -301432.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -301485.843750 Penalty: 2799.240723
	Iteration 16Q: 3 clusters Score -301485.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -301557.437500 Penalty: 2799.240723
	Iteration 17Q: 3 clusters Score -301557.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -301642.062500 Penalty: 2799.240723
	Iteration 18Q: 3 clusters Score -301642.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -301730.625000 Penalty: 2799.240723
	Iteration 19Q: 3 clusters Score -301730.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -301825.812500 Penalty: 2799.240723
	Iteration 20F: 3 clusters Score -301825.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -301912.031250 Penalty: 2799.240723
	Iteration 21Q: 3 clusters Score -301912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -301992.968750 Penalty: 2799.240723
	Iteration 22Q: 3 clusters Score -301993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -302075.000000 Penalty: 2799.240723
	Iteration 23Q: 3 clusters Score -302075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -302138.562500 Penalty: 2799.240723
	Iteration 24Q: 3 clusters Score -302138.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -302188.250000 Penalty: 2799.240723
	Iteration 25Q: 3 clusters Score -302188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -302222.312500 Penalty: 2799.240723
	Iteration 26Q: 3 clusters Score -302222.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -302247.750000 Penalty: 2799.240723
	Iteration 27Q: 3 clusters Score -302247.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -302264.718750 Penalty: 2799.240723
	Iteration 28Q: 3 clusters Score -302264.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -302274.500000 Penalty: 2799.240723
	Iteration 29Q: 3 clusters Score -302274.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -302283.375000 Penalty: 2799.240723
	Iteration 30Q: 3 clusters Score -302283.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -302292.875000 Penalty: 2799.240723
	Iteration 31Q: 3 clusters Score -302292.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -302299.062500 Penalty: 2799.240723
	Iteration 32Q: 3 clusters Score -302299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -302301.625000 Penalty: 2799.240723
	Iteration 33Q: 3 clusters Score -302301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -302304.531250 Penalty: 2799.240723
	Iteration 34Q: 3 clusters Score -302304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -302307.875000 Penalty: 2799.240723
	Iteration 35Q: 3 clusters Score -302307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -302308.250000 Penalty: 2799.240723
	Iteration 36Q: 3 clusters Score -302308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -302311.156250 Penalty: 2799.240723
	Iteration 37Q: 3 clusters Score -302311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -302312.718750 Penalty: 2799.240723
	Iteration 38Q: 3 clusters Score -302312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -302315.593750 Penalty: 2799.240723
	Iteration 39Q: 3 clusters Score -302315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -302317.031250 Penalty: 2799.240723
	Iteration 40F: 3 clusters Score -302317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -302319.406250 Penalty: 2799.240723
	Iteration 41Q: 3 clusters Score -302319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -302321.187500 Penalty: 2799.240723
	Iteration 42Q: 3 clusters Score -302321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -302322.156250 Penalty: 2799.240723
	Iteration 43Q: 3 clusters Score -302322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -302324.750000 Penalty: 2799.240723
	Iteration 44Q: 3 clusters Score -302324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -302326.218750 Penalty: 2799.240723
	Iteration 45Q: 3 clusters Score -302326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -302327.687500 Penalty: 2799.240723
	Iteration 46Q: 3 clusters Score -302327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -302328.375000 Penalty: 2799.240723
	Iteration 47Q: 3 clusters Score -302328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -302328.375000 Penalty: 2799.240723
	Iteration 48F: 3 clusters Score -302328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -412141.562500 Penalty: 1433.914429
	Iteration 0F: 2 clusters Score -412141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -407047.500000 Penalty: 2867.828857
	Iteration 0F: 3 clusters Score -407047.5 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -408558.218750 Penalty: 2867.828857
	Iteration 1F: 3 clusters Score -408558.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -408749.875000 Penalty: 2867.828857
	Iteration 2F: 3 clusters Score -408749.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -408874.000000 Penalty: 2867.828857
	Iteration 3Q: 3 clusters Score -408874 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -408973.031250 Penalty: 2867.828857
	Iteration 4Q: 3 clusters Score -408973 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -409048.687500 Penalty: 2867.828857
	Iteration 5Q: 3 clusters Score -409048.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -409107.906250 Penalty: 2867.828857
	Iteration 6Q: 3 clusters Score -409107.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -409159.000000 Penalty: 2867.828857
	Iteration 7Q: 3 clusters Score -409159 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -409209.562500 Penalty: 2867.828857
	Iteration 8Q: 3 clusters Score -409209.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -409248.250000 Penalty: 2867.828857
	Iteration 9Q: 3 clusters Score -409248.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -409289.656250 Penalty: 2867.828857
	Iteration 10Q: 3 clusters Score -409289.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -409334.000000 Penalty: 2867.828857
	Iteration 11Q: 3 clusters Score -409334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -409374.718750 Penalty: 2867.828857
	Iteration 12Q: 3 clusters Score -409374.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -409433.562500 Penalty: 2867.828857
	Iteration 13Q: 3 clusters Score -409433.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -409479.125000 Penalty: 2867.828857
	Iteration 14Q: 3 clusters Score -409479.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -409533.031250 Penalty: 2867.828857
	Iteration 15Q: 3 clusters Score -409533 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -409591.656250 Penalty: 2867.828857
	Iteration 16Q: 3 clusters Score -409591.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -409645.750000 Penalty: 2867.828857
	Iteration 17Q: 3 clusters Score -409645.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -409696.562500 Penalty: 2867.828857
	Iteration 18Q: 3 clusters Score -409696.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -409752.406250 Penalty: 2867.828857
	Iteration 19Q: 3 clusters Score -409752.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -409821.062500 Penalty: 2867.828857
	Iteration 20F: 3 clusters Score -409821.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -409884.125000 Penalty: 2867.828857
	Iteration 21Q: 3 clusters Score -409884.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -409940.718750 Penalty: 2867.828857
	Iteration 22Q: 3 clusters Score -409940.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -409993.281250 Penalty: 2867.828857
	Iteration 23Q: 3 clusters Score -409993.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -410045.062500 Penalty: 2867.828857
	Iteration 24Q: 3 clusters Score -410045.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -410102.500000 Penalty: 2867.828857
	Iteration 25Q: 3 clusters Score -410102.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -410159.593750 Penalty: 2867.828857
	Iteration 26Q: 3 clusters Score -410159.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -410211.593750 Penalty: 2867.828857
	Iteration 27Q: 3 clusters Score -410211.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -410271.468750 Penalty: 2867.828857
	Iteration 28Q: 3 clusters Score -410271.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -410333.562500 Penalty: 2867.828857
	Iteration 29Q: 3 clusters Score -410333.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -410387.562500 Penalty: 2867.828857
	Iteration 30Q: 3 clusters Score -410387.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -410426.218750 Penalty: 2867.828857
	Iteration 31Q: 3 clusters Score -410426.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -410460.250000 Penalty: 2867.828857
	Iteration 32Q: 3 clusters Score -410460.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -410491.531250 Penalty: 2867.828857
	Iteration 33Q: 3 clusters Score -410491.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -410519.687500 Penalty: 2867.828857
	Iteration 34Q: 3 clusters Score -410519.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -410547.125000 Penalty: 2867.828857
	Iteration 35Q: 3 clusters Score -410547.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -410575.906250 Penalty: 2867.828857
	Iteration 36Q: 3 clusters Score -410575.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -410612.593750 Penalty: 2867.828857
	Iteration 37Q: 3 clusters Score -410612.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -410647.718750 Penalty: 2867.828857
	Iteration 38Q: 3 clusters Score -410647.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -410689.343750 Penalty: 2867.828857
	Iteration 39Q: 3 clusters Score -410689.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -410722.937500 Penalty: 2867.828857
	Iteration 40F: 3 clusters Score -410722.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -410765.937500 Penalty: 2867.828857
	Iteration 41Q: 3 clusters Score -410765.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -410823.500000 Penalty: 2867.828857
	Iteration 42Q: 3 clusters Score -410823.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -410903.062500 Penalty: 2867.828857
	Iteration 43Q: 3 clusters Score -410903.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -411000.218750 Penalty: 2867.828857
	Iteration 44Q: 3 clusters Score -411000.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -411085.437500 Penalty: 2867.828857
	Iteration 45Q: 3 clusters Score -411085.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -411172.375000 Penalty: 2867.828857
	Iteration 46Q: 3 clusters Score -411172.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -411266.906250 Penalty: 2867.828857
	Iteration 47Q: 3 clusters Score -411266.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -411358.468750 Penalty: 2867.828857
	Iteration 48Q: 3 clusters Score -411358.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -411443.343750 Penalty: 2867.828857
	Iteration 49Q: 3 clusters Score -411443.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -411516.593750 Penalty: 2867.828857
	Iteration 50Q: 3 clusters Score -411516.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -411564.187500 Penalty: 2867.828857
	Iteration 51Q: 3 clusters Score -411564.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -411604.937500 Penalty: 2867.828857
	Iteration 52Q: 3 clusters Score -411604.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -411636.906250 Penalty: 2867.828857
	Iteration 53Q: 3 clusters Score -411636.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -411661.781250 Penalty: 2867.828857
	Iteration 54Q: 3 clusters Score -411661.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -411680.406250 Penalty: 2867.828857
	Iteration 55Q: 3 clusters Score -411680.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -411693.500000 Penalty: 2867.828857
	Iteration 56Q: 3 clusters Score -411693.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -411700.031250 Penalty: 2867.828857
	Iteration 57Q: 3 clusters Score -411700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -411703.125000 Penalty: 2867.828857
	Iteration 58Q: 3 clusters Score -411703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -411704.625000 Penalty: 2867.828857
	Iteration 59Q: 3 clusters Score -411704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -411711.937500 Penalty: 2867.828857
	Iteration 60F: 3 clusters Score -411711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -411714.406250 Penalty: 2867.828857
	Iteration 61Q: 3 clusters Score -411714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -411717.437500 Penalty: 2867.828857
	Iteration 62Q: 3 clusters Score -411717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -411719.125000 Penalty: 2867.828857
	Iteration 63Q: 3 clusters Score -411719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -411720.750000 Penalty: 2867.828857
	Iteration 64Q: 3 clusters Score -411720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -411722.343750 Penalty: 2867.828857
	Iteration 65Q: 3 clusters Score -411722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -411722.531250 Penalty: 2867.828857
	Iteration 66Q: 3 clusters Score -411722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -411724.562500 Penalty: 2867.828857
	Iteration 67Q: 3 clusters Score -411724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -411725.812500 Penalty: 2867.828857
	Iteration 68Q: 3 clusters Score -411725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -411726.343750 Penalty: 2867.828857
	Iteration 69Q: 3 clusters Score -411726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -411726.593750 Penalty: 2867.828857
	Iteration 70Q: 3 clusters Score -411726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -411727.937500 Penalty: 2867.828857
	Iteration 71Q: 3 clusters Score -411727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -411727.656250 Penalty: 2867.828857
	Iteration 72Q: 3 clusters Score -411727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -411727.656250 Penalty: 2867.828857
	Iteration 73F: 3 clusters Score -411727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Entering Unmasked Estep 
Score: -1093438.000000 Penalty: 1592.916260
	Iteration 0F: 2 clusters Score -1093438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1081035.750000 Penalty: 3185.832520
	Iteration 0F: 3 clusters Score -1081036 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1085569.750000 Penalty: 3185.832520
	Iteration 1F: 3 clusters Score -1085570 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1086029.000000 Penalty: 3185.832520
	Iteration 2F: 3 clusters Score -1086029 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1086449.500000 Penalty: 3185.832520
	Iteration 3F: 3 clusters Score -1086450 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1086818.500000 Penalty: 3185.832520
	Iteration 4Q: 3 clusters Score -1086818 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1087146.000000 Penalty: 3185.832520
	Iteration 5Q: 3 clusters Score -1087146 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1087494.000000 Penalty: 3185.832520
	Iteration 6Q: 3 clusters Score -1087494 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1087851.875000 Penalty: 3185.832520
	Iteration 7Q: 3 clusters Score -1087852 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1088225.875000 Penalty: 3185.832520
	Iteration 8Q: 3 clusters Score -1088226 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1088613.750000 Penalty: 3185.832520
	Iteration 9Q: 3 clusters Score -1088614 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1088974.500000 Penalty: 3185.832520
	Iteration 10Q: 3 clusters Score -1088974 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1089284.125000 Penalty: 3185.832520
	Iteration 11Q: 3 clusters Score -1089284 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1089526.000000 Penalty: 3185.832520
	Iteration 12Q: 3 clusters Score -1089526 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1089734.375000 Penalty: 3185.832520
	Iteration 13Q: 3 clusters Score -1089734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1089887.375000 Penalty: 3185.832520
	Iteration 14Q: 3 clusters Score -1089887 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1089999.875000 Penalty: 3185.832520
	Iteration 15Q: 3 clusters Score -1090000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1090099.125000 Penalty: 3185.832520
	Iteration 16Q: 3 clusters Score -1090099 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1090185.500000 Penalty: 3185.832520
	Iteration 17Q: 3 clusters Score -1090186 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1090270.250000 Penalty: 3185.832520
	Iteration 18Q: 3 clusters Score -1090270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1090351.250000 Penalty: 3185.832520
	Iteration 19Q: 3 clusters Score -1090351 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1090441.250000 Penalty: 3185.832520
	Iteration 20F: 3 clusters Score -1090441 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1090527.375000 Penalty: 3185.832520
	Iteration 21Q: 3 clusters Score -1090527 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1090607.500000 Penalty: 3185.832520
	Iteration 22Q: 3 clusters Score -1090608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1090694.750000 Penalty: 3185.832520
	Iteration 23Q: 3 clusters Score -1090695 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1090785.375000 Penalty: 3185.832520
	Iteration 24Q: 3 clusters Score -1090785 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1090869.000000 Penalty: 3185.832520
	Iteration 25Q: 3 clusters Score -1090869 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1090936.250000 Penalty: 3185.832520
	Iteration 26Q: 3 clusters Score -1090936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1091006.375000 Penalty: 3185.832520
	Iteration 27Q: 3 clusters Score -1091006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1091080.875000 Penalty: 3185.832520
	Iteration 28Q: 3 clusters Score -1091081 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1091176.500000 Penalty: 3185.832520
	Iteration 29Q: 3 clusters Score -1091176 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1091268.000000 Penalty: 3185.832520
	Iteration 30Q: 3 clusters Score -1091268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1091343.500000 Penalty: 3185.832520
	Iteration 31Q: 3 clusters Score -1091344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1091424.625000 Penalty: 3185.832520
	Iteration 32Q: 3 clusters Score -1091425 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1091509.500000 Penalty: 3185.832520
	Iteration 33Q: 3 clusters Score -1091510 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1091590.125000 Penalty: 3185.832520
	Iteration 34Q: 3 clusters Score -1091590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1091658.250000 Penalty: 3185.832520
	Iteration 35Q: 3 clusters Score -1091658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1091717.500000 Penalty: 3185.832520
	Iteration 36Q: 3 clusters Score -1091718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1091761.625000 Penalty: 3185.832520
	Iteration 37Q: 3 clusters Score -1091762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1091804.375000 Penalty: 3185.832520
	Iteration 38Q: 3 clusters Score -1091804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1091838.000000 Penalty: 3185.832520
	Iteration 39Q: 3 clusters Score -1091838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1091872.375000 Penalty: 3185.832520
	Iteration 40F: 3 clusters Score -1091872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1091895.625000 Penalty: 3185.832520
	Iteration 41Q: 3 clusters Score -1091896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1091914.125000 Penalty: 3185.832520
	Iteration 42Q: 3 clusters Score -1091914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1091936.125000 Penalty: 3185.832520
	Iteration 43Q: 3 clusters Score -1091936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1091957.500000 Penalty: 3185.832520
	Iteration 44Q: 3 clusters Score -1091958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1091970.875000 Penalty: 3185.832520
	Iteration 45Q: 3 clusters Score -1091971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1091982.875000 Penalty: 3185.832520
	Iteration 46Q: 3 clusters Score -1091983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1091991.125000 Penalty: 3185.832520
	Iteration 47Q: 3 clusters Score -1091991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1091999.125000 Penalty: 3185.832520
	Iteration 48Q: 3 clusters Score -1091999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1092002.125000 Penalty: 3185.832520
	Iteration 49Q: 3 clusters Score -1092002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1092007.000000 Penalty: 3185.832520
	Iteration 50Q: 3 clusters Score -1092007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1092011.125000 Penalty: 3185.832520
	Iteration 51Q: 3 clusters Score -1092011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1092016.750000 Penalty: 3185.832520
	Iteration 52Q: 3 clusters Score -1092017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1092019.000000 Penalty: 3185.832520
	Iteration 53Q: 3 clusters Score -1092019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1092025.375000 Penalty: 3185.832520
	Iteration 54Q: 3 clusters Score -1092025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1092027.750000 Penalty: 3185.832520
	Iteration 55Q: 3 clusters Score -1092028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1092029.875000 Penalty: 3185.832520
	Iteration 56Q: 3 clusters Score -1092030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1092030.000000 Penalty: 3185.832520
	Iteration 57Q: 3 clusters Score -1092030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1092029.875000 Penalty: 3185.832520
	Iteration 58Q: 3 clusters Score -1092030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1092031.125000 Penalty: 3185.832520
	Iteration 59Q: 3 clusters Score -1092031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1092037.500000 Penalty: 3185.832520
	Iteration 60F: 3 clusters Score -1092038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1092042.000000 Penalty: 3185.832520
	Iteration 61Q: 3 clusters Score -1092042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1092051.000000 Penalty: 3185.832520
	Iteration 62Q: 3 clusters Score -1092051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1092056.750000 Penalty: 3185.832520
	Iteration 63Q: 3 clusters Score -1092057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1092062.750000 Penalty: 3185.832520
	Iteration 64Q: 3 clusters Score -1092063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1092066.250000 Penalty: 3185.832520
	Iteration 65Q: 3 clusters Score -1092066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1092070.875000 Penalty: 3185.832520
	Iteration 66Q: 3 clusters Score -1092071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1092077.375000 Penalty: 3185.832520
	Iteration 67Q: 3 clusters Score -1092077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1092081.750000 Penalty: 3185.832520
	Iteration 68Q: 3 clusters Score -1092082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1092083.375000 Penalty: 3185.832520
	Iteration 69Q: 3 clusters Score -1092083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1092084.875000 Penalty: 3185.832520
	Iteration 70Q: 3 clusters Score -1092085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1092089.000000 Penalty: 3185.832520
	Iteration 71Q: 3 clusters Score -1092089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1092096.375000 Penalty: 3185.832520
	Iteration 72Q: 3 clusters Score -1092096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1092099.875000 Penalty: 3185.832520
	Iteration 73Q: 3 clusters Score -1092100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1092099.000000 Penalty: 3185.832520
	Iteration 74Q: 3 clusters Score -1092099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1092103.625000 Penalty: 3185.832520
	Iteration 75Q: 3 clusters Score -1092104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1092106.875000 Penalty: 3185.832520
	Iteration 76Q: 3 clusters Score -1092107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1092108.000000 Penalty: 3185.832520
	Iteration 77Q: 3 clusters Score -1092108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1092108.125000 Penalty: 3185.832520
	Iteration 78Q: 3 clusters Score -1092108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1092108.125000 Penalty: 3185.832520
	Iteration 79F: 3 clusters Score -1092108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -367382.343750 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -367382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -362713.406250 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -362713.4 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -364151.156250 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -364151.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -364415.968750 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -364416 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -364676.968750 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -364677 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -364918.093750 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -364918.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -365155.437500 Penalty: 2835.737061
	Iteration 5F: 3 clusters Score -365155.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -365374.500000 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -365374.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -365563.500000 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -365563.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -365688.437500 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -365688.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -365768.687500 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -365768.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -365820.875000 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -365820.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -365860.750000 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -365860.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -365894.812500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -365894.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -365926.093750 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -365926.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -365952.437500 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -365952.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -365977.500000 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -365977.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -366001.531250 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -366001.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -366021.500000 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -366021.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -366037.500000 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -366037.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -366046.875000 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -366046.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -366060.718750 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -366060.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -366078.343750 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -366078.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -366090.968750 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -366091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -366097.750000 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -366097.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -366104.750000 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -366104.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -366110.500000 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -366110.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -366114.375000 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -366114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -366118.687500 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -366118.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -366122.281250 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -366122.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -366127.750000 Penalty: 2835.737061
	Iteration 29Q: 3 clusters Score -366127.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -366137.531250 Penalty: 2835.737061
	Iteration 30Q: 3 clusters Score -366137.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -366147.375000 Penalty: 2835.737061
	Iteration 31Q: 3 clusters Score -366147.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -366158.906250 Penalty: 2835.737061
	Iteration 32Q: 3 clusters Score -366158.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -366171.750000 Penalty: 2835.737061
	Iteration 33Q: 3 clusters Score -366171.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -366181.062500 Penalty: 2835.737061
	Iteration 34Q: 3 clusters Score -366181.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -366192.718750 Penalty: 2835.737061
	Iteration 35Q: 3 clusters Score -366192.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -366202.875000 Penalty: 2835.737061
	Iteration 36Q: 3 clusters Score -366202.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -366209.281250 Penalty: 2835.737061
	Iteration 37Q: 3 clusters Score -366209.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -366215.968750 Penalty: 2835.737061
	Iteration 38Q: 3 clusters Score -366216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -366220.687500 Penalty: 2835.737061
	Iteration 39Q: 3 clusters Score -366220.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -366224.500000 Penalty: 2835.737061
	Iteration 40F: 3 clusters Score -366224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -366229.468750 Penalty: 2835.737061
	Iteration 41Q: 3 clusters Score -366229.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -366235.281250 Penalty: 2835.737061
	Iteration 42Q: 3 clusters Score -366235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -366241.218750 Penalty: 2835.737061
	Iteration 43Q: 3 clusters Score -366241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -366245.968750 Penalty: 2835.737061
	Iteration 44Q: 3 clusters Score -366246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -366249.000000 Penalty: 2835.737061
	Iteration 45Q: 3 clusters Score -366249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -366250.718750 Penalty: 2835.737061
	Iteration 46Q: 3 clusters Score -366250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -366250.312500 Penalty: 2835.737061
	Iteration 47Q: 3 clusters Score -366250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -366252.250000 Penalty: 2835.737061
	Iteration 48Q: 3 clusters Score -366252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -366253.062500 Penalty: 2835.737061
	Iteration 49Q: 3 clusters Score -366253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -366253.437500 Penalty: 2835.737061
	Iteration 50Q: 3 clusters Score -366253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -366255.750000 Penalty: 2835.737061
	Iteration 51Q: 3 clusters Score -366255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -366256.437500 Penalty: 2835.737061
	Iteration 52Q: 3 clusters Score -366256.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -366259.812500 Penalty: 2835.737061
	Iteration 53Q: 3 clusters Score -366259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -366260.687500 Penalty: 2835.737061
	Iteration 54Q: 3 clusters Score -366260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -366261.968750 Penalty: 2835.737061
	Iteration 55Q: 3 clusters Score -366262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -366264.812500 Penalty: 2835.737061
	Iteration 56Q: 3 clusters Score -366264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -366265.468750 Penalty: 2835.737061
	Iteration 57Q: 3 clusters Score -366265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -366267.218750 Penalty: 2835.737061
	Iteration 58Q: 3 clusters Score -366267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -366268.468750 Penalty: 2835.737061
	Iteration 59Q: 3 clusters Score -366268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -366270.750000 Penalty: 2835.737061
	Iteration 60F: 3 clusters Score -366270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -366272.750000 Penalty: 2835.737061
	Iteration 61Q: 3 clusters Score -366272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -366274.250000 Penalty: 2835.737061
	Iteration 62Q: 3 clusters Score -366274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -366275.968750 Penalty: 2835.737061
	Iteration 63Q: 3 clusters Score -366276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -366279.093750 Penalty: 2835.737061
	Iteration 64Q: 3 clusters Score -366279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -366282.562500 Penalty: 2835.737061
	Iteration 65Q: 3 clusters Score -366282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -366286.000000 Penalty: 2835.737061
	Iteration 66Q: 3 clusters Score -366286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -366289.812500 Penalty: 2835.737061
	Iteration 67Q: 3 clusters Score -366289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -366293.843750 Penalty: 2835.737061
	Iteration 68Q: 3 clusters Score -366293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -366296.687500 Penalty: 2835.737061
	Iteration 69Q: 3 clusters Score -366296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -366298.562500 Penalty: 2835.737061
	Iteration 70Q: 3 clusters Score -366298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -366301.031250 Penalty: 2835.737061
	Iteration 71Q: 3 clusters Score -366301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -366302.562500 Penalty: 2835.737061
	Iteration 72Q: 3 clusters Score -366302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -366303.062500 Penalty: 2835.737061
	Iteration 73Q: 3 clusters Score -366303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -366303.593750 Penalty: 2835.737061
	Iteration 74Q: 3 clusters Score -366303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -366304.218750 Penalty: 2835.737061
	Iteration 75Q: 3 clusters Score -366304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -366305.000000 Penalty: 2835.737061
	Iteration 76Q: 3 clusters Score -366305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -366305.062500 Penalty: 2835.737061
	Iteration 77Q: 3 clusters Score -366305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -366306.125000 Penalty: 2835.737061
	Iteration 78Q: 3 clusters Score -366306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -366304.937500 Penalty: 2835.737061
	Iteration 79Q: 3 clusters Score -366304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -366307.156250 Penalty: 2835.737061
	Iteration 80F: 3 clusters Score -366307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -366306.937500 Penalty: 2835.737061
	Iteration 81Q: 3 clusters Score -366306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -366307.625000 Penalty: 2835.737061
	Iteration 82Q: 3 clusters Score -366307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -366307.437500 Penalty: 2835.737061
	Iteration 83Q: 3 clusters Score -366307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -366307.656250 Penalty: 2835.737061
	Iteration 84Q: 3 clusters Score -366307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -366307.343750 Penalty: 2835.737061
	Iteration 85Q: 3 clusters Score -366307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -366307.343750 Penalty: 2835.737061
	Iteration 86F: 3 clusters Score -366307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -481508.062500 Penalty: 1459.216553
	Iteration 0F: 2 clusters Score -481508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -475625.250000 Penalty: 2918.433105
	Iteration 0F: 3 clusters Score -475625.2 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -477361.156250 Penalty: 2918.433105
	Iteration 1F: 3 clusters Score -477361.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -477602.750000 Penalty: 2918.433105
	Iteration 2F: 3 clusters Score -477602.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -477775.468750 Penalty: 2918.433105
	Iteration 3F: 3 clusters Score -477775.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -477910.031250 Penalty: 2918.433105
	Iteration 4Q: 3 clusters Score -477910 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -478023.812500 Penalty: 2918.433105
	Iteration 5Q: 3 clusters Score -478023.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -478137.218750 Penalty: 2918.433105
	Iteration 6Q: 3 clusters Score -478137.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -478268.031250 Penalty: 2918.433105
	Iteration 7Q: 3 clusters Score -478268 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -478429.500000 Penalty: 2918.433105
	Iteration 8Q: 3 clusters Score -478429.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -478623.093750 Penalty: 2918.433105
	Iteration 9Q: 3 clusters Score -478623.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -478837.437500 Penalty: 2918.433105
	Iteration 10Q: 3 clusters Score -478837.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -479065.843750 Penalty: 2918.433105
	Iteration 11Q: 3 clusters Score -479065.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -479266.250000 Penalty: 2918.433105
	Iteration 12Q: 3 clusters Score -479266.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -479415.187500 Penalty: 2918.433105
	Iteration 13Q: 3 clusters Score -479415.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -479558.406250 Penalty: 2918.433105
	Iteration 14Q: 3 clusters Score -479558.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -479663.218750 Penalty: 2918.433105
	Iteration 15Q: 3 clusters Score -479663.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -479734.875000 Penalty: 2918.433105
	Iteration 16Q: 3 clusters Score -479734.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -479799.343750 Penalty: 2918.433105
	Iteration 17Q: 3 clusters Score -479799.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -479869.000000 Penalty: 2918.433105
	Iteration 18Q: 3 clusters Score -479869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -479930.312500 Penalty: 2918.433105
	Iteration 19Q: 3 clusters Score -479930.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -479988.875000 Penalty: 2918.433105
	Iteration 20F: 3 clusters Score -479988.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -480041.125000 Penalty: 2918.433105
	Iteration 21Q: 3 clusters Score -480041.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -480093.875000 Penalty: 2918.433105
	Iteration 22Q: 3 clusters Score -480093.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -480139.906250 Penalty: 2918.433105
	Iteration 23Q: 3 clusters Score -480139.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -480178.875000 Penalty: 2918.433105
	Iteration 24Q: 3 clusters Score -480178.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -480211.312500 Penalty: 2918.433105
	Iteration 25Q: 3 clusters Score -480211.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -480245.843750 Penalty: 2918.433105
	Iteration 26Q: 3 clusters Score -480245.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -480274.187500 Penalty: 2918.433105
	Iteration 27Q: 3 clusters Score -480274.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -480297.843750 Penalty: 2918.433105
	Iteration 28Q: 3 clusters Score -480297.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -480323.218750 Penalty: 2918.433105
	Iteration 29Q: 3 clusters Score -480323.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -480351.343750 Penalty: 2918.433105
	Iteration 30Q: 3 clusters Score -480351.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -480370.468750 Penalty: 2918.433105
	Iteration 31Q: 3 clusters Score -480370.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -480388.218750 Penalty: 2918.433105
	Iteration 32Q: 3 clusters Score -480388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -480403.187500 Penalty: 2918.433105
	Iteration 33Q: 3 clusters Score -480403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -480419.187500 Penalty: 2918.433105
	Iteration 34Q: 3 clusters Score -480419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -480428.000000 Penalty: 2918.433105
	Iteration 35Q: 3 clusters Score -480428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -480431.593750 Penalty: 2918.433105
	Iteration 36Q: 3 clusters Score -480431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -480432.718750 Penalty: 2918.433105
	Iteration 37Q: 3 clusters Score -480432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -480436.625000 Penalty: 2918.433105
	Iteration 38Q: 3 clusters Score -480436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -480439.468750 Penalty: 2918.433105
	Iteration 39Q: 3 clusters Score -480439.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -480442.906250 Penalty: 2918.433105
	Iteration 40F: 3 clusters Score -480442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -480444.500000 Penalty: 2918.433105
	Iteration 41Q: 3 clusters Score -480444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -480448.437500 Penalty: 2918.433105
	Iteration 42Q: 3 clusters Score -480448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -480453.656250 Penalty: 2918.433105
	Iteration 43Q: 3 clusters Score -480453.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -480460.156250 Penalty: 2918.433105
	Iteration 44Q: 3 clusters Score -480460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -480460.875000 Penalty: 2918.433105
	Iteration 45Q: 3 clusters Score -480460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -480464.187500 Penalty: 2918.433105
	Iteration 46Q: 3 clusters Score -480464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -480465.875000 Penalty: 2918.433105
	Iteration 47Q: 3 clusters Score -480465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -480466.062500 Penalty: 2918.433105
	Iteration 48Q: 3 clusters Score -480466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -480467.218750 Penalty: 2918.433105
	Iteration 49Q: 3 clusters Score -480467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -480468.218750 Penalty: 2918.433105
	Iteration 50Q: 3 clusters Score -480468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -480469.375000 Penalty: 2918.433105
	Iteration 51Q: 3 clusters Score -480469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -480470.718750 Penalty: 2918.433105
	Iteration 52Q: 3 clusters Score -480470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -480471.593750 Penalty: 2918.433105
	Iteration 53Q: 3 clusters Score -480471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -480473.187500 Penalty: 2918.433105
	Iteration 54Q: 3 clusters Score -480473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -480475.031250 Penalty: 2918.433105
	Iteration 55Q: 3 clusters Score -480475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480475.187500 Penalty: 2918.433105
	Iteration 56Q: 3 clusters Score -480475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -480475.250000 Penalty: 2918.433105
	Iteration 57Q: 3 clusters Score -480475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -480475.250000 Penalty: 2918.433105
	Iteration 58F: 3 clusters Score -480475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -336357.375000 Penalty: 1406.444092
	Iteration 0F: 2 clusters Score -336357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -331944.093750 Penalty: 2812.888184
	Iteration 0F: 3 clusters Score -331944.1 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -333267.906250 Penalty: 2812.888184
	Iteration 1F: 3 clusters Score -333267.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -333493.125000 Penalty: 2812.888184
	Iteration 2F: 3 clusters Score -333493.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -333638.406250 Penalty: 2812.888184
	Iteration 3F: 3 clusters Score -333638.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -333773.718750 Penalty: 2812.888184
	Iteration 4Q: 3 clusters Score -333773.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -333892.468750 Penalty: 2812.888184
	Iteration 5Q: 3 clusters Score -333892.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -333995.625000 Penalty: 2812.888184
	Iteration 6Q: 3 clusters Score -333995.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -334088.000000 Penalty: 2812.888184
	Iteration 7Q: 3 clusters Score -334088 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -334194.375000 Penalty: 2812.888184
	Iteration 8Q: 3 clusters Score -334194.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -334297.031250 Penalty: 2812.888184
	Iteration 9Q: 3 clusters Score -334297 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -334404.468750 Penalty: 2812.888184
	Iteration 10Q: 3 clusters Score -334404.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -334500.062500 Penalty: 2812.888184
	Iteration 11Q: 3 clusters Score -334500.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -334578.562500 Penalty: 2812.888184
	Iteration 12Q: 3 clusters Score -334578.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -334662.937500 Penalty: 2812.888184
	Iteration 13Q: 3 clusters Score -334662.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -334742.656250 Penalty: 2812.888184
	Iteration 14Q: 3 clusters Score -334742.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -334829.812500 Penalty: 2812.888184
	Iteration 15Q: 3 clusters Score -334829.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -334912.343750 Penalty: 2812.888184
	Iteration 16Q: 3 clusters Score -334912.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -334992.343750 Penalty: 2812.888184
	Iteration 17Q: 3 clusters Score -334992.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -335061.312500 Penalty: 2812.888184
	Iteration 18Q: 3 clusters Score -335061.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -335115.718750 Penalty: 2812.888184
	Iteration 19Q: 3 clusters Score -335115.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -335155.906250 Penalty: 2812.888184
	Iteration 20F: 3 clusters Score -335155.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -335188.156250 Penalty: 2812.888184
	Iteration 21Q: 3 clusters Score -335188.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -335235.437500 Penalty: 2812.888184
	Iteration 22Q: 3 clusters Score -335235.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -335288.593750 Penalty: 2812.888184
	Iteration 23Q: 3 clusters Score -335288.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -335343.750000 Penalty: 2812.888184
	Iteration 24Q: 3 clusters Score -335343.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -335369.000000 Penalty: 2812.888184
	Iteration 25Q: 3 clusters Score -335369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -335399.562500 Penalty: 2812.888184
	Iteration 26Q: 3 clusters Score -335399.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -335416.031250 Penalty: 2812.888184
	Iteration 27Q: 3 clusters Score -335416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -335425.750000 Penalty: 2812.888184
	Iteration 28Q: 3 clusters Score -335425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -335431.500000 Penalty: 2812.888184
	Iteration 29Q: 3 clusters Score -335431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -335440.468750 Penalty: 2812.888184
	Iteration 30Q: 3 clusters Score -335440.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -335445.968750 Penalty: 2812.888184
	Iteration 31Q: 3 clusters Score -335446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -335451.437500 Penalty: 2812.888184
	Iteration 32Q: 3 clusters Score -335451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -335454.968750 Penalty: 2812.888184
	Iteration 33Q: 3 clusters Score -335455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -335457.093750 Penalty: 2812.888184
	Iteration 34Q: 3 clusters Score -335457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -335456.781250 Penalty: 2812.888184
	Iteration 35Q: 3 clusters Score -335456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335457.281250 Penalty: 2812.888184
	Iteration 36Q: 3 clusters Score -335457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335459.031250 Penalty: 2812.888184
	Iteration 37Q: 3 clusters Score -335459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -335461.000000 Penalty: 2812.888184
	Iteration 38Q: 3 clusters Score -335461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -335462.031250 Penalty: 2812.888184
	Iteration 39Q: 3 clusters Score -335462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -335463.000000 Penalty: 2812.888184
	Iteration 40F: 3 clusters Score -335463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -335464.375000 Penalty: 2812.888184
	Iteration 41Q: 3 clusters Score -335464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -335464.812500 Penalty: 2812.888184
	Iteration 42Q: 3 clusters Score -335464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -335464.812500 Penalty: 2812.888184
	Iteration 43F: 3 clusters Score -335464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -526685.625000 Penalty: 1477.998901
	Iteration 0F: 2 clusters Score -526685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -520190.531250 Penalty: 2955.997803
	Iteration 0F: 3 clusters Score -520190.5 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -522267.500000 Penalty: 2955.997803
	Iteration 1F: 3 clusters Score -522267.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -522473.437500 Penalty: 2955.997803
	Iteration 2F: 3 clusters Score -522473.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -522626.125000 Penalty: 2955.997803
	Iteration 3Q: 3 clusters Score -522626.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -522753.062500 Penalty: 2955.997803
	Iteration 4Q: 3 clusters Score -522753.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -522865.312500 Penalty: 2955.997803
	Iteration 5Q: 3 clusters Score -522865.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -522965.625000 Penalty: 2955.997803
	Iteration 6Q: 3 clusters Score -522965.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -523075.812500 Penalty: 2955.997803
	Iteration 7Q: 3 clusters Score -523075.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -523178.687500 Penalty: 2955.997803
	Iteration 8Q: 3 clusters Score -523178.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -523311.437500 Penalty: 2955.997803
	Iteration 9Q: 3 clusters Score -523311.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -523451.625000 Penalty: 2955.997803
	Iteration 10Q: 3 clusters Score -523451.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -523628.593750 Penalty: 2955.997803
	Iteration 11Q: 3 clusters Score -523628.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -523858.281250 Penalty: 2955.997803
	Iteration 12Q: 3 clusters Score -523858.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -524138.656250 Penalty: 2955.997803
	Iteration 13Q: 3 clusters Score -524138.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -524465.937500 Penalty: 2955.997803
	Iteration 14Q: 3 clusters Score -524465.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -524851.687500 Penalty: 2955.997803
	Iteration 15Q: 3 clusters Score -524851.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -525192.625000 Penalty: 2955.997803
	Iteration 16Q: 3 clusters Score -525192.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -525369.125000 Penalty: 2955.997803
	Iteration 17Q: 3 clusters Score -525369.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -525440.375000 Penalty: 2955.997803
	Iteration 18Q: 3 clusters Score -525440.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -525476.625000 Penalty: 2955.997803
	Iteration 19Q: 3 clusters Score -525476.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -525498.250000 Penalty: 2955.997803
	Iteration 20F: 3 clusters Score -525498.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -525510.812500 Penalty: 2955.997803
	Iteration 21Q: 3 clusters Score -525510.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -525520.375000 Penalty: 2955.997803
	Iteration 22Q: 3 clusters Score -525520.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -525525.812500 Penalty: 2955.997803
	Iteration 23Q: 3 clusters Score -525525.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -525531.750000 Penalty: 2955.997803
	Iteration 24Q: 3 clusters Score -525531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -525537.250000 Penalty: 2955.997803
	Iteration 25Q: 3 clusters Score -525537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -525539.687500 Penalty: 2955.997803
	Iteration 26Q: 3 clusters Score -525539.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -525541.562500 Penalty: 2955.997803
	Iteration 27Q: 3 clusters Score -525541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -525545.375000 Penalty: 2955.997803
	Iteration 28Q: 3 clusters Score -525545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -525546.875000 Penalty: 2955.997803
	Iteration 29Q: 3 clusters Score -525546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -525549.437500 Penalty: 2955.997803
	Iteration 30Q: 3 clusters Score -525549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -525551.562500 Penalty: 2955.997803
	Iteration 31Q: 3 clusters Score -525551.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -525555.562500 Penalty: 2955.997803
	Iteration 32Q: 3 clusters Score -525555.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -525555.437500 Penalty: 2955.997803
	Iteration 33Q: 3 clusters Score -525555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -525557.187500 Penalty: 2955.997803
	Iteration 34Q: 3 clusters Score -525557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -525559.250000 Penalty: 2955.997803
	Iteration 35Q: 3 clusters Score -525559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -525562.687500 Penalty: 2955.997803
	Iteration 36Q: 3 clusters Score -525562.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -525565.250000 Penalty: 2955.997803
	Iteration 37Q: 3 clusters Score -525565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -525570.250000 Penalty: 2955.997803
	Iteration 38Q: 3 clusters Score -525570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -525572.625000 Penalty: 2955.997803
	Iteration 39Q: 3 clusters Score -525572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -525575.750000 Penalty: 2955.997803
	Iteration 40F: 3 clusters Score -525575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -525577.187500 Penalty: 2955.997803
	Iteration 41Q: 3 clusters Score -525577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -525578.437500 Penalty: 2955.997803
	Iteration 42Q: 3 clusters Score -525578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -525581.875000 Penalty: 2955.997803
	Iteration 43Q: 3 clusters Score -525581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -525582.062500 Penalty: 2955.997803
	Iteration 44Q: 3 clusters Score -525582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -525584.187500 Penalty: 2955.997803
	Iteration 45Q: 3 clusters Score -525584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -525586.250000 Penalty: 2955.997803
	Iteration 46Q: 3 clusters Score -525586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -525587.187500 Penalty: 2955.997803
	Iteration 47Q: 3 clusters Score -525587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -525588.875000 Penalty: 2955.997803
	Iteration 48Q: 3 clusters Score -525588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -525588.312500 Penalty: 2955.997803
	Iteration 49Q: 3 clusters Score -525588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -525587.187500 Penalty: 2955.997803
	Iteration 50Q: 3 clusters Score -525587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -525588.000000 Penalty: 2955.997803
	Iteration 51Q: 3 clusters Score -525588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -525588.000000 Penalty: 2955.997803
	Iteration 52F: 3 clusters Score -525588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -727352.625000 Penalty: 1537.365356
	Iteration 0F: 2 clusters Score -727352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -718326.687500 Penalty: 3074.730713
	Iteration 0F: 3 clusters Score -718326.7 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -721323.750000 Penalty: 3074.730713
	Iteration 1F: 3 clusters Score -721323.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -721603.312500 Penalty: 3074.730713
	Iteration 2F: 3 clusters Score -721603.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -721849.562500 Penalty: 3074.730713
	Iteration 3Q: 3 clusters Score -721849.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -722077.312500 Penalty: 3074.730713
	Iteration 4Q: 3 clusters Score -722077.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -722313.875000 Penalty: 3074.730713
	Iteration 5Q: 3 clusters Score -722313.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -722567.937500 Penalty: 3074.730713
	Iteration 6Q: 3 clusters Score -722567.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -722823.312500 Penalty: 3074.730713
	Iteration 7Q: 3 clusters Score -722823.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -723071.937500 Penalty: 3074.730713
	Iteration 8Q: 3 clusters Score -723071.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -723335.000000 Penalty: 3074.730713
	Iteration 9Q: 3 clusters Score -723335 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -723641.687500 Penalty: 3074.730713
	Iteration 10Q: 3 clusters Score -723641.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -723997.125000 Penalty: 3074.730713
	Iteration 11Q: 3 clusters Score -723997.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -724393.250000 Penalty: 3074.730713
	Iteration 12Q: 3 clusters Score -724393.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -724779.750000 Penalty: 3074.730713
	Iteration 13Q: 3 clusters Score -724779.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -725130.750000 Penalty: 3074.730713
	Iteration 14Q: 3 clusters Score -725130.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -725465.187500 Penalty: 3074.730713
	Iteration 15Q: 3 clusters Score -725465.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -725746.437500 Penalty: 3074.730713
	Iteration 16Q: 3 clusters Score -725746.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -725958.750000 Penalty: 3074.730713
	Iteration 17Q: 3 clusters Score -725958.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -726096.000000 Penalty: 3074.730713
	Iteration 18Q: 3 clusters Score -726096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -726199.687500 Penalty: 3074.730713
	Iteration 19Q: 3 clusters Score -726199.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -726286.562500 Penalty: 3074.730713
	Iteration 20F: 3 clusters Score -726286.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -726343.062500 Penalty: 3074.730713
	Iteration 21Q: 3 clusters Score -726343.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -726382.875000 Penalty: 3074.730713
	Iteration 22Q: 3 clusters Score -726382.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -726405.750000 Penalty: 3074.730713
	Iteration 23Q: 3 clusters Score -726405.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -726421.000000 Penalty: 3074.730713
	Iteration 24Q: 3 clusters Score -726421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -726435.937500 Penalty: 3074.730713
	Iteration 25Q: 3 clusters Score -726435.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -726445.875000 Penalty: 3074.730713
	Iteration 26Q: 3 clusters Score -726445.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -726453.000000 Penalty: 3074.730713
	Iteration 27Q: 3 clusters Score -726453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -726458.750000 Penalty: 3074.730713
	Iteration 28Q: 3 clusters Score -726458.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -726466.125000 Penalty: 3074.730713
	Iteration 29Q: 3 clusters Score -726466.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -726470.625000 Penalty: 3074.730713
	Iteration 30Q: 3 clusters Score -726470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -726474.187500 Penalty: 3074.730713
	Iteration 31Q: 3 clusters Score -726474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -726476.500000 Penalty: 3074.730713
	Iteration 32Q: 3 clusters Score -726476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -726477.687500 Penalty: 3074.730713
	Iteration 33Q: 3 clusters Score -726477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -726479.000000 Penalty: 3074.730713
	Iteration 34Q: 3 clusters Score -726479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -726479.625000 Penalty: 3074.730713
	Iteration 35Q: 3 clusters Score -726479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -726479.437500 Penalty: 3074.730713
	Iteration 36Q: 3 clusters Score -726479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -726480.250000 Penalty: 3074.730713
	Iteration 37Q: 3 clusters Score -726480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -726483.625000 Penalty: 3074.730713
	Iteration 38Q: 3 clusters Score -726483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -726487.062500 Penalty: 3074.730713
	Iteration 39Q: 3 clusters Score -726487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -726488.875000 Penalty: 3074.730713
	Iteration 40F: 3 clusters Score -726488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -726490.250000 Penalty: 3074.730713
	Iteration 41Q: 3 clusters Score -726490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -726489.937500 Penalty: 3074.730713
	Iteration 42Q: 3 clusters Score -726489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -726493.500000 Penalty: 3074.730713
	Iteration 43Q: 3 clusters Score -726493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -726496.437500 Penalty: 3074.730713
	Iteration 44Q: 3 clusters Score -726496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -726497.250000 Penalty: 3074.730713
	Iteration 45Q: 3 clusters Score -726497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -726498.625000 Penalty: 3074.730713
	Iteration 46Q: 3 clusters Score -726498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -726498.062500 Penalty: 3074.730713
	Iteration 47Q: 3 clusters Score -726498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -726499.625000 Penalty: 3074.730713
	Iteration 48Q: 3 clusters Score -726499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -726499.562500 Penalty: 3074.730713
	Iteration 49Q: 3 clusters Score -726499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -726502.812500 Penalty: 3074.730713
	Iteration 50Q: 3 clusters Score -726502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -726502.562500 Penalty: 3074.730713
	Iteration 51Q: 3 clusters Score -726502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -726503.312500 Penalty: 3074.730713
	Iteration 52Q: 3 clusters Score -726503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -726504.687500 Penalty: 3074.730713
	Iteration 53Q: 3 clusters Score -726504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -726505.375000 Penalty: 3074.730713
	Iteration 54Q: 3 clusters Score -726505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -726505.375000 Penalty: 3074.730713
	Iteration 55F: 3 clusters Score -726505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -120207.343750 Penalty: 1254.069580
	Iteration 0F: 2 clusters Score -120207.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -117968.257812 Penalty: 2508.139160
	Iteration 0F: 3 clusters Score -117968.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -118454.687500 Penalty: 2508.139160
	Iteration 1F: 3 clusters Score -118454.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -118569.281250 Penalty: 2508.139160
	Iteration 2F: 3 clusters Score -118569.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -118636.382812 Penalty: 2508.139160
	Iteration 3Q: 3 clusters Score -118636.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -118686.859375 Penalty: 2508.139160
	Iteration 4Q: 3 clusters Score -118686.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -118724.734375 Penalty: 2508.139160
	Iteration 5Q: 3 clusters Score -118724.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -118760.742188 Penalty: 2508.139160
	Iteration 6Q: 3 clusters Score -118760.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -118785.031250 Penalty: 2508.139160
	Iteration 7Q: 3 clusters Score -118785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -118806.773438 Penalty: 2508.139160
	Iteration 8Q: 3 clusters Score -118806.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -118832.382812 Penalty: 2508.139160
	Iteration 9Q: 3 clusters Score -118832.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -118847.968750 Penalty: 2508.139160
	Iteration 10Q: 3 clusters Score -118848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -118865.445312 Penalty: 2508.139160
	Iteration 11Q: 3 clusters Score -118865.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -118881.304688 Penalty: 2508.139160
	Iteration 12Q: 3 clusters Score -118881.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -118893.875000 Penalty: 2508.139160
	Iteration 13Q: 3 clusters Score -118893.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -118906.296875 Penalty: 2508.139160
	Iteration 14Q: 3 clusters Score -118906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -118915.898438 Penalty: 2508.139160
	Iteration 15Q: 3 clusters Score -118915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -118924.687500 Penalty: 2508.139160
	Iteration 16Q: 3 clusters Score -118924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -118936.546875 Penalty: 2508.139160
	Iteration 17Q: 3 clusters Score -118936.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -118948.132812 Penalty: 2508.139160
	Iteration 18Q: 3 clusters Score -118948.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -118960.031250 Penalty: 2508.139160
	Iteration 19Q: 3 clusters Score -118960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -118977.640625 Penalty: 2508.139160
	Iteration 20F: 3 clusters Score -118977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -118998.687500 Penalty: 2508.139160
	Iteration 21Q: 3 clusters Score -118998.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -119014.078125 Penalty: 2508.139160
	Iteration 22Q: 3 clusters Score -119014.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -119030.078125 Penalty: 2508.139160
	Iteration 23Q: 3 clusters Score -119030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -119043.531250 Penalty: 2508.139160
	Iteration 24Q: 3 clusters Score -119043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -119053.882812 Penalty: 2508.139160
	Iteration 25Q: 3 clusters Score -119053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -119062.039062 Penalty: 2508.139160
	Iteration 26Q: 3 clusters Score -119062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -119068.562500 Penalty: 2508.139160
	Iteration 27Q: 3 clusters Score -119068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -119073.921875 Penalty: 2508.139160
	Iteration 28Q: 3 clusters Score -119073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -119078.789062 Penalty: 2508.139160
	Iteration 29Q: 3 clusters Score -119078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -119081.664062 Penalty: 2508.139160
	Iteration 30Q: 3 clusters Score -119081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -119083.625000 Penalty: 2508.139160
	Iteration 31Q: 3 clusters Score -119083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -119085.796875 Penalty: 2508.139160
	Iteration 32Q: 3 clusters Score -119085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -119089.476562 Penalty: 2508.139160
	Iteration 33Q: 3 clusters Score -119089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -119094.828125 Penalty: 2508.139160
	Iteration 34Q: 3 clusters Score -119094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -119096.335938 Penalty: 2508.139160
	Iteration 35Q: 3 clusters Score -119096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -119097.585938 Penalty: 2508.139160
	Iteration 36Q: 3 clusters Score -119097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -119098.867188 Penalty: 2508.139160
	Iteration 37Q: 3 clusters Score -119098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -119099.570312 Penalty: 2508.139160
	Iteration 38Q: 3 clusters Score -119099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -119101.398438 Penalty: 2508.139160
	Iteration 39Q: 3 clusters Score -119101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -119104.070312 Penalty: 2508.139160
	Iteration 40F: 3 clusters Score -119104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -119107.507812 Penalty: 2508.139160
	Iteration 41Q: 3 clusters Score -119107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -119110.625000 Penalty: 2508.139160
	Iteration 42Q: 3 clusters Score -119110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -119113.093750 Penalty: 2508.139160
	Iteration 43Q: 3 clusters Score -119113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -119114.125000 Penalty: 2508.139160
	Iteration 44Q: 3 clusters Score -119114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -119115.421875 Penalty: 2508.139160
	Iteration 45Q: 3 clusters Score -119115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -119116.687500 Penalty: 2508.139160
	Iteration 46Q: 3 clusters Score -119116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -119119.101562 Penalty: 2508.139160
	Iteration 47Q: 3 clusters Score -119119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -119120.804688 Penalty: 2508.139160
	Iteration 48Q: 3 clusters Score -119120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -119122.242188 Penalty: 2508.139160
	Iteration 49Q: 3 clusters Score -119122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -119123.750000 Penalty: 2508.139160
	Iteration 50Q: 3 clusters Score -119123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -119124.164062 Penalty: 2508.139160
	Iteration 51Q: 3 clusters Score -119124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -119124.164062 Penalty: 2508.139160
	Iteration 52F: 3 clusters Score -119124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -124776.359375 Penalty: 1262.935425
	Iteration 0F: 2 clusters Score -124776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -122488.398438 Penalty: 2525.870850
	Iteration 0F: 3 clusters Score -122488.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -123052.468750 Penalty: 2525.870850
	Iteration 1F: 3 clusters Score -123052.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -123239.757812 Penalty: 2525.870850
	Iteration 2F: 3 clusters Score -123239.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -123391.242188 Penalty: 2525.870850
	Iteration 3F: 3 clusters Score -123391.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -123540.859375 Penalty: 2525.870850
	Iteration 4F: 3 clusters Score -123540.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -123654.054688 Penalty: 2525.870850
	Iteration 5F: 3 clusters Score -123654.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -123730.109375 Penalty: 2525.870850
	Iteration 6Q: 3 clusters Score -123730.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -123794.273438 Penalty: 2525.870850
	Iteration 7Q: 3 clusters Score -123794.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123840.992188 Penalty: 2525.870850
	Iteration 8Q: 3 clusters Score -123841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123877.101562 Penalty: 2525.870850
	Iteration 9Q: 3 clusters Score -123877.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -123897.242188 Penalty: 2525.870850
	Iteration 10Q: 3 clusters Score -123897.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -123913.601562 Penalty: 2525.870850
	Iteration 11Q: 3 clusters Score -123913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -123920.179688 Penalty: 2525.870850
	Iteration 12Q: 3 clusters Score -123920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -123926.179688 Penalty: 2525.870850
	Iteration 13Q: 3 clusters Score -123926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123931.164062 Penalty: 2525.870850
	Iteration 14Q: 3 clusters Score -123931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123935.187500 Penalty: 2525.870850
	Iteration 15Q: 3 clusters Score -123935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123939.640625 Penalty: 2525.870850
	Iteration 16Q: 3 clusters Score -123939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123943.593750 Penalty: 2525.870850
	Iteration 17Q: 3 clusters Score -123943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123945.687500 Penalty: 2525.870850
	Iteration 18Q: 3 clusters Score -123945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -123947.117188 Penalty: 2525.870850
	Iteration 19Q: 3 clusters Score -123947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -123947.781250 Penalty: 2525.870850
	Iteration 20F: 3 clusters Score -123947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123948.164062 Penalty: 2525.870850
	Iteration 21Q: 3 clusters Score -123948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123948.164062 Penalty: 2525.870850
	Iteration 22F: 3 clusters Score -123948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -74708.781250 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -74708.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72942.234375 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -72942.23 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -73353.781250 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -73353.78 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -73458.085938 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -73458.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -73543.125000 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -73543.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73609.015625 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -73609.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73681.070312 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -73681.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -73793.750000 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -73793.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -73893.007812 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -73893.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -73992.492188 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -73992.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -74070.101562 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -74070.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -74129.531250 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -74129.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -74170.304688 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -74170.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -74214.890625 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -74214.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -74257.546875 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -74257.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -74283.648438 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -74283.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -74317.523438 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -74317.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -74358.296875 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -74358.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -74399.960938 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -74399.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -74452.335938 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -74452.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -74481.414062 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -74481.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -74515.390625 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -74515.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -74551.742188 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -74551.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -74570.031250 Penalty: 2387.663086
	Iteration 22Q: 3 clusters Score -74570.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -74578.617188 Penalty: 2387.663086
	Iteration 23Q: 3 clusters Score -74578.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74585.593750 Penalty: 2387.663086
	Iteration 24Q: 3 clusters Score -74585.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74586.937500 Penalty: 2387.663086
	Iteration 25Q: 3 clusters Score -74586.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -74587.179688 Penalty: 2387.663086
	Iteration 26Q: 3 clusters Score -74587.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -74588.125000 Penalty: 2387.663086
	Iteration 27Q: 3 clusters Score -74588.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74590.734375 Penalty: 2387.663086
	Iteration 28Q: 3 clusters Score -74590.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74592.257812 Penalty: 2387.663086
	Iteration 29Q: 3 clusters Score -74592.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -74594.085938 Penalty: 2387.663086
	Iteration 30Q: 3 clusters Score -74594.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74595.625000 Penalty: 2387.663086
	Iteration 31Q: 3 clusters Score -74595.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74595.968750 Penalty: 2387.663086
	Iteration 32Q: 3 clusters Score -74595.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74595.968750 Penalty: 2387.663086
	Iteration 33F: 3 clusters Score -74595.97 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31735632.000000 Penalty: 45253.183594
22->22 Clusters: Score -31735632.000000, best is -31732936.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 8634 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 8836 members 
Mstep: Class 8 contains 8585 members 
Mstep: Class 9 contains 8711 members 
Mstep: Class 10 contains 8783 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 8737 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 8665 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 315.485931 but Gain 1976.390625
Score: -9518695.000000 Penalty: 41504.164062
Iteration 0F: 22 clusters Score -9518695 nChanged 180336
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 10663 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 5947 members 
Mstep: Class 8 contains 9093 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 4677 members 
Mstep: Class 16 contains 16221 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 8767 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10176684.000000 Penalty: 41504.164062
Iteration 1F: 22 clusters Score -1.017668e+07 nChanged 69521
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 12029 members 
Mstep: Class 10 contains 18494 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 10998 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 19927 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 10429 members 
Mstep: Class 21 contains 4713 members 
Mstep: Class 22 contains 12335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10326921.000000 Penalty: 41504.164062
Iteration 2F: 22 clusters Score -1.032692e+07 nChanged 49984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 3411 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 19692 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 10270 members 
Mstep: Class 13 contains 12188 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 18909 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 7064 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 20 contains 16102 members 
Mstep: Class 21 contains 4762 members 
Mstep: Class 22 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1822.552856 but Gain 1976.386719
Score: -10410233.000000 Penalty: 39527.777344
Iteration 3F: 21 clusters Score -1.041023e+07 nChanged 38182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 5633 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 9160 members 
Mstep: Class 10 contains 20268 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 13841 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 15916 members 
Mstep: Class 18 contains 6225 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 21475 members 
Mstep: Class 21 contains 4923 members 
Mstep: Class 22 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10460258.000000 Penalty: 39527.777344
Iteration 4F: 21 clusters Score -1.046026e+07 nChanged 26735
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 7002 members 
Mstep: Class 10 contains 20205 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 13145 members 
Mstep: Class 18 contains 5553 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 24231 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10487980.000000 Penalty: 39527.777344
Iteration 5F: 21 clusters Score -1.048798e+07 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 6751 members 
Mstep: Class 7 contains 2244 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 25205 members 
Mstep: Class 21 contains 5063 members 
Mstep: Class 22 contains 5530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10505150.000000 Penalty: 39527.777344
Iteration 6F: 21 clusters Score -1.050515e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 5390 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 1528 members 
Mstep: Class 6 contains 7485 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 7536 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 18991 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 18 contains 4691 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 5076 members 
Mstep: Class 22 contains 5190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10516247.000000 Penalty: 39527.777344
Iteration 7F: 21 clusters Score -1.051625e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 8006 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 18268 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 15865 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 20 contains 24523 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10523457.000000 Penalty: 39527.777344
Iteration 8F: 21 clusters Score -1.052346e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 17606 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 4627 members 
Mstep: Class 13 contains 15706 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 9627 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 23659 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10529237.000000 Penalty: 39527.777344
Iteration 9Q: 21 clusters Score -1.052924e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 6 contains 8615 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 17028 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 4540 members 
Mstep: Class 13 contains 15439 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 22658 members 
Mstep: Class 21 contains 4855 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10533536.000000 Penalty: 39527.777344
Iteration 10Q: 21 clusters Score -1.053354e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 1078 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 8417 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 16493 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 15175 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1962.861694 but Gain 1976.390625
Score: -10536593.000000 Penalty: 37551.386719
Iteration 11Q: 20 clusters Score -1.053659e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 15990 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 4172 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 10167 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 20574 members 
Mstep: Class 21 contains 4544 members 
Mstep: Class 22 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10540352.000000 Penalty: 37551.386719
Iteration 12Q: 20 clusters Score -1.054035e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 4092 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 4690 members 
Mstep: Class 20 contains 19553 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10541975.000000 Penalty: 37551.386719
Iteration 13Q: 20 clusters Score -1.054198e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 8864 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 15122 members 
Mstep: Class 11 contains 8614 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 14334 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 10783 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 18552 members 
Mstep: Class 21 contains 4254 members 
Mstep: Class 22 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10543409.000000 Penalty: 37551.386719
Iteration 14Q: 20 clusters Score -1.054341e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 6 contains 9131 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 10 contains 14736 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 4511 members 
Mstep: Class 13 contains 14110 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 18 contains 3226 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 4112 members 
Mstep: Class 22 contains 6550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10544449.000000 Penalty: 37551.386719
Iteration 15Q: 20 clusters Score -1.054445e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 9112 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 4540 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 16773 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545467.000000 Penalty: 37551.386719
Iteration 16Q: 20 clusters Score -1.054547e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 2375 members 
Mstep: Class 8 contains 9204 members 
Mstep: Class 9 contains 1911 members 
Mstep: Class 10 contains 14096 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 5487 members 
Mstep: Class 20 contains 16030 members 
Mstep: Class 21 contains 3743 members 
Mstep: Class 22 contains 6926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10546284.000000 Penalty: 37551.386719
Iteration 17Q: 20 clusters Score -1.054628e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 6 contains 9255 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 9260 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 13815 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 4651 members 
Mstep: Class 13 contains 13627 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 5708 members 
Mstep: Class 20 contains 15329 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547067.000000 Penalty: 37551.386719
Iteration 18Q: 20 clusters Score -1.054707e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 4698 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 11999 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 21 contains 3420 members 
Mstep: Class 22 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547731.000000 Penalty: 37551.386719
Iteration 19Q: 20 clusters Score -1.054773e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 6 contains 9311 members 
Mstep: Class 7 contains 2397 members 
Mstep: Class 8 contains 9321 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 13300 members 
Mstep: Class 11 contains 9028 members 
Mstep: Class 12 contains 4766 members 
Mstep: Class 13 contains 13404 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 2764 members 
Mstep: Class 16 contains 12219 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 6172 members 
Mstep: Class 20 contains 14165 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548481.000000 Penalty: 37551.386719
Iteration 20F: 20 clusters Score -1.054848e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 6 contains 9300 members 
Mstep: Class 7 contains 2404 members 
Mstep: Class 8 contains 9314 members 
Mstep: Class 9 contains 2130 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 18 contains 2721 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 13694 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 7489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549153.000000 Penalty: 37551.386719
Iteration 21Q: 20 clusters Score -1.054915e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 4243 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 2411 members 
Mstep: Class 8 contains 9297 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 9100 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 13132 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 13306 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549846.000000 Penalty: 37551.386719
Iteration 22Q: 20 clusters Score -1.054985e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 9297 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 12589 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 12987 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 12769 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 12933 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550196.000000 Penalty: 37551.386719
Iteration 23Q: 20 clusters Score -1.05502e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 9286 members 
Mstep: Class 9 contains 2270 members 
Mstep: Class 10 contains 12384 members 
Mstep: Class 11 contains 9178 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 12926 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 12609 members 
Mstep: Class 21 contains 2809 members 
Mstep: Class 22 contains 7848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550715.000000 Penalty: 37551.386719
Iteration 24Q: 20 clusters Score -1.055072e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 2421 members 
Mstep: Class 8 contains 9254 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 12158 members 
Mstep: Class 11 contains 9216 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 12716 members 
Mstep: Class 14 contains 4196 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 13087 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 2722 members 
Mstep: Class 22 contains 7955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551350.000000 Penalty: 37551.386719
Iteration 25Q: 20 clusters Score -1.055135e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 2410 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 12604 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 13259 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551867.000000 Penalty: 37551.386719
Iteration 26Q: 20 clusters Score -1.055187e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 9193 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 11713 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 12491 members 
Mstep: Class 14 contains 4287 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 13411 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 11850 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552249.000000 Penalty: 37551.386719
Iteration 27Q: 20 clusters Score -1.055225e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 6 contains 8941 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 9163 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 11498 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 12389 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 13570 members 
Mstep: Class 18 contains 2433 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 8267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552707.000000 Penalty: 37551.386719
Iteration 28Q: 20 clusters Score -1.055271e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 3085 members 
Mstep: Class 16 contains 13716 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 7927 members 
Mstep: Class 20 contains 11402 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553155.000000 Penalty: 37551.386719
Iteration 29Q: 20 clusters Score -1.055316e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 9091 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 12234 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 3135 members 
Mstep: Class 16 contains 13842 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 8042 members 
Mstep: Class 20 contains 11202 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 8406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553487.000000 Penalty: 37551.386719
Iteration 30Q: 20 clusters Score -1.055349e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 9060 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 5675 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 3178 members 
Mstep: Class 16 contains 13968 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 10995 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553841.000000 Penalty: 37551.386719
Iteration 31Q: 20 clusters Score -1.055384e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 9031 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 10787 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554219.000000 Penalty: 37551.386719
Iteration 32Q: 20 clusters Score -1.055422e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 8999 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 10717 members 
Mstep: Class 11 contains 9386 members 
Mstep: Class 12 contains 5943 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 14209 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 10606 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 8588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554555.000000 Penalty: 37551.386719
Iteration 33Q: 20 clusters Score -1.055456e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 11979 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 8467 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554810.000000 Penalty: 37551.386719
Iteration 34Q: 20 clusters Score -1.055481e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 6 contains 8572 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 8931 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 9431 members 
Mstep: Class 12 contains 6195 members 
Mstep: Class 13 contains 11942 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 10277 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555025.000000 Penalty: 37551.386719
Iteration 35Q: 20 clusters Score -1.055502e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 3302 members 
Mstep: Class 16 contains 14474 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 2273 members 
Mstep: Class 22 contains 8665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555181.000000 Penalty: 37551.386719
Iteration 36Q: 20 clusters Score -1.055518e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 7 contains 2411 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 2599 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 14541 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 8705 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 8693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555463.000000 Penalty: 37551.386719
Iteration 37Q: 20 clusters Score -1.055546e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 8792 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 10203 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 11822 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 3315 members 
Mstep: Class 16 contains 14610 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 8791 members 
Mstep: Class 20 contains 9721 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555631.000000 Penalty: 37551.386719
Iteration 38Q: 20 clusters Score -1.055563e+07 nChanged 866
Entering ConstructFrom: 
Score: -10555631.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (68566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Entering Unmasked Estep 
Score: -3982856.250000 Penalty: 1809.527222
	Iteration 0F: 2 clusters Score -3982856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3936877.750000 Penalty: 3619.054443
	Iteration 0F: 3 clusters Score -3936878 nChanged 32546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3955519.750000 Penalty: 3619.054443
	Iteration 1F: 3 clusters Score -3955520 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -3956301.250000 Penalty: 3619.054443
	Iteration 2Q: 3 clusters Score -3956301 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3957230.000000 Penalty: 3619.054443
	Iteration 3Q: 3 clusters Score -3957230 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3958296.250000 Penalty: 3619.054443
	Iteration 4Q: 3 clusters Score -3958296 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -3959641.750000 Penalty: 3619.054443
	Iteration 5Q: 3 clusters Score -3959642 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -3961389.000000 Penalty: 3619.054443
	Iteration 6F: 3 clusters Score -3961389 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -3963591.750000 Penalty: 3619.054443
	Iteration 7F: 3 clusters Score -3963592 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -3966219.000000 Penalty: 3619.054443
	Iteration 8F: 3 clusters Score -3966219 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -3969027.500000 Penalty: 3619.054443
	Iteration 9F: 3 clusters Score -3969028 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -3971444.750000 Penalty: 3619.054443
	Iteration 10F: 3 clusters Score -3971445 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -3973246.500000 Penalty: 3619.054443
	Iteration 11Q: 3 clusters Score -3973246 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -3974477.250000 Penalty: 3619.054443
	Iteration 12Q: 3 clusters Score -3974477 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -3975409.750000 Penalty: 3619.054443
	Iteration 13Q: 3 clusters Score -3975410 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -3976160.500000 Penalty: 3619.054443
	Iteration 14Q: 3 clusters Score -3976160 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -3976826.000000 Penalty: 3619.054443
	Iteration 15Q: 3 clusters Score -3976826 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -3977399.750000 Penalty: 3619.054443
	Iteration 16Q: 3 clusters Score -3977400 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -3977958.500000 Penalty: 3619.054443
	Iteration 17Q: 3 clusters Score -3977958 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -3978453.250000 Penalty: 3619.054443
	Iteration 18Q: 3 clusters Score -3978453 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -3978930.500000 Penalty: 3619.054443
	Iteration 19Q: 3 clusters Score -3978930 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -3979348.250000 Penalty: 3619.054443
	Iteration 20F: 3 clusters Score -3979348 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -3979740.000000 Penalty: 3619.054443
	Iteration 21Q: 3 clusters Score -3979740 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -3980114.250000 Penalty: 3619.054443
	Iteration 22Q: 3 clusters Score -3980114 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -3980460.000000 Penalty: 3619.054443
	Iteration 23Q: 3 clusters Score -3980460 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -3980745.000000 Penalty: 3619.054443
	Iteration 24Q: 3 clusters Score -3980745 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -3980960.000000 Penalty: 3619.054443
	Iteration 25Q: 3 clusters Score -3980960 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -3981142.250000 Penalty: 3619.054443
	Iteration 26Q: 3 clusters Score -3981142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -3981311.750000 Penalty: 3619.054443
	Iteration 27Q: 3 clusters Score -3981312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -3981461.250000 Penalty: 3619.054443
	Iteration 28Q: 3 clusters Score -3981461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -3981579.250000 Penalty: 3619.054443
	Iteration 29Q: 3 clusters Score -3981579 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -3981694.000000 Penalty: 3619.054443
	Iteration 30Q: 3 clusters Score -3981694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -3981787.250000 Penalty: 3619.054443
	Iteration 31Q: 3 clusters Score -3981787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -3981822.500000 Penalty: 3619.054443
	Iteration 32Q: 3 clusters Score -3981822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -3981855.250000 Penalty: 3619.054443
	Iteration 33Q: 3 clusters Score -3981855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -3981857.500000 Penalty: 3619.054443
	Iteration 34Q: 3 clusters Score -3981858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -3981870.500000 Penalty: 3619.054443
	Iteration 35Q: 3 clusters Score -3981870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -3981875.250000 Penalty: 3619.054443
	Iteration 36Q: 3 clusters Score -3981875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -3981877.750000 Penalty: 3619.054443
	Iteration 37Q: 3 clusters Score -3981878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -3981881.000000 Penalty: 3619.054443
	Iteration 38Q: 3 clusters Score -3981881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -3981886.000000 Penalty: 3619.054443
	Iteration 39Q: 3 clusters Score -3981886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -3981887.000000 Penalty: 3619.054443
	Iteration 40F: 3 clusters Score -3981887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -3981887.000000 Penalty: 3619.054443
	Iteration 41Q: 3 clusters Score -3981887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -3981881.000000 Penalty: 3619.054443
	Iteration 42Q: 3 clusters Score -3981881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -3981888.000000 Penalty: 3619.054443
	Iteration 43Q: 3 clusters Score -3981888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -3981889.250000 Penalty: 3619.054443
	Iteration 44Q: 3 clusters Score -3981889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -3981891.000000 Penalty: 3619.054443
	Iteration 45Q: 3 clusters Score -3981891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -3981892.500000 Penalty: 3619.054443
	Iteration 46Q: 3 clusters Score -3981892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -3981891.500000 Penalty: 3619.054443
	Iteration 47Q: 3 clusters Score -3981892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -3981890.500000 Penalty: 3619.054443
	Iteration 48Q: 3 clusters Score -3981890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -3981887.750000 Penalty: 3619.054443
	Iteration 49Q: 3 clusters Score -3981888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -3981890.750000 Penalty: 3619.054443
	Iteration 50Q: 3 clusters Score -3981891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -3981889.750000 Penalty: 3619.054443
	Iteration 51Q: 3 clusters Score -3981890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -3981895.250000 Penalty: 3619.054443
	Iteration 52Q: 3 clusters Score -3981895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -3981895.250000 Penalty: 3619.054443
	Iteration 53F: 3 clusters Score -3981895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -293660.312500 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -293660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -289743.625000 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -289743.6 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -290816.843750 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -290816.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -290998.437500 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -290998.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -291114.468750 Penalty: 2759.459229
	Iteration 3Q: 3 clusters Score -291114.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -291205.031250 Penalty: 2759.459229
	Iteration 4Q: 3 clusters Score -291205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -291274.531250 Penalty: 2759.459229
	Iteration 5Q: 3 clusters Score -291274.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -291341.125000 Penalty: 2759.459229
	Iteration 6Q: 3 clusters Score -291341.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -291410.406250 Penalty: 2759.459229
	Iteration 7Q: 3 clusters Score -291410.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -291467.531250 Penalty: 2759.459229
	Iteration 8Q: 3 clusters Score -291467.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -291509.937500 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -291509.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -291545.625000 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -291545.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -291576.937500 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -291576.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -291622.187500 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -291622.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -291663.437500 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -291663.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -291703.000000 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -291703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -291737.843750 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -291737.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -291763.031250 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -291763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -291797.562500 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -291797.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -291831.156250 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -291831.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -291870.375000 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -291870.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -291909.375000 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -291909.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -291950.812500 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -291950.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -291988.687500 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -291988.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -292032.062500 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -292032.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -292077.343750 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -292077.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -292117.343750 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -292117.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -292151.062500 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -292151.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -292172.281250 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -292172.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -292189.656250 Penalty: 2759.459229
	Iteration 28Q: 3 clusters Score -292189.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -292200.375000 Penalty: 2759.459229
	Iteration 29Q: 3 clusters Score -292200.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -292208.281250 Penalty: 2759.459229
	Iteration 30Q: 3 clusters Score -292208.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -292214.281250 Penalty: 2759.459229
	Iteration 31Q: 3 clusters Score -292214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -292217.750000 Penalty: 2759.459229
	Iteration 32Q: 3 clusters Score -292217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -292221.500000 Penalty: 2759.459229
	Iteration 33Q: 3 clusters Score -292221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -292224.468750 Penalty: 2759.459229
	Iteration 34Q: 3 clusters Score -292224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -292225.500000 Penalty: 2759.459229
	Iteration 35Q: 3 clusters Score -292225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -292228.562500 Penalty: 2759.459229
	Iteration 36Q: 3 clusters Score -292228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -292230.125000 Penalty: 2759.459229
	Iteration 37Q: 3 clusters Score -292230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -292229.843750 Penalty: 2759.459229
	Iteration 38Q: 3 clusters Score -292229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -292230.125000 Penalty: 2759.459229
	Iteration 39Q: 3 clusters Score -292230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -292231.125000 Penalty: 2759.459229
	Iteration 40F: 3 clusters Score -292231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -292231.375000 Penalty: 2759.459229
	Iteration 41Q: 3 clusters Score -292231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -292232.125000 Penalty: 2759.459229
	Iteration 42Q: 3 clusters Score -292232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -292232.500000 Penalty: 2759.459229
	Iteration 43Q: 3 clusters Score -292232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -292233.531250 Penalty: 2759.459229
	Iteration 44Q: 3 clusters Score -292233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -292233.656250 Penalty: 2759.459229
	Iteration 45Q: 3 clusters Score -292233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -292235.031250 Penalty: 2759.459229
	Iteration 46Q: 3 clusters Score -292235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -292235.437500 Penalty: 2759.459229
	Iteration 47Q: 3 clusters Score -292235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -292235.906250 Penalty: 2759.459229
	Iteration 48Q: 3 clusters Score -292235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -292235.906250 Penalty: 2759.459229
	Iteration 49F: 3 clusters Score -292235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -198537.515625 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -198537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -195576.421875 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -195576.4 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -196307.656250 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -196307.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -196441.671875 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -196441.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -196532.375000 Penalty: 2640.926270
	Iteration 3Q: 3 clusters Score -196532.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -196596.671875 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -196596.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -196637.593750 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -196637.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -196658.187500 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -196658.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -196681.750000 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -196681.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -196702.859375 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -196702.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -196720.906250 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -196720.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -196737.843750 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -196737.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -196752.265625 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -196752.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -196770.312500 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -196770.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -196789.703125 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -196789.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -196807.500000 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -196807.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -196819.250000 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -196819.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -196832.062500 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -196832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -196843.265625 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -196843.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -196861.203125 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -196861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -196876.234375 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -196876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -196884.390625 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -196884.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -196895.546875 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -196895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -196911.312500 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -196911.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -196932.750000 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -196932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -196954.796875 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -196954.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -196971.203125 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -196971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -196986.515625 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -196986.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -197002.203125 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -197002.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -197023.625000 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -197023.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -197051.265625 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -197051.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -197069.484375 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -197069.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -197086.750000 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -197086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -197101.140625 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -197101.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -197117.109375 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -197117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -197132.265625 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -197132.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -197150.734375 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -197150.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -197167.578125 Penalty: 2640.926270
	Iteration 36Q: 3 clusters Score -197167.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -197184.687500 Penalty: 2640.926270
	Iteration 37Q: 3 clusters Score -197184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -197193.156250 Penalty: 2640.926270
	Iteration 38Q: 3 clusters Score -197193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -197197.265625 Penalty: 2640.926270
	Iteration 39Q: 3 clusters Score -197197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -197200.609375 Penalty: 2640.926270
	Iteration 40F: 3 clusters Score -197200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -197203.875000 Penalty: 2640.926270
	Iteration 41Q: 3 clusters Score -197203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -197205.640625 Penalty: 2640.926270
	Iteration 42Q: 3 clusters Score -197205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -197207.640625 Penalty: 2640.926270
	Iteration 43Q: 3 clusters Score -197207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -197210.156250 Penalty: 2640.926270
	Iteration 44Q: 3 clusters Score -197210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -197211.984375 Penalty: 2640.926270
	Iteration 45Q: 3 clusters Score -197212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -197214.062500 Penalty: 2640.926270
	Iteration 46Q: 3 clusters Score -197214.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -197221.578125 Penalty: 2640.926270
	Iteration 47Q: 3 clusters Score -197221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -197228.015625 Penalty: 2640.926270
	Iteration 48Q: 3 clusters Score -197228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -197232.750000 Penalty: 2640.926270
	Iteration 49Q: 3 clusters Score -197232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -197242.468750 Penalty: 2640.926270
	Iteration 50Q: 3 clusters Score -197242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -197252.203125 Penalty: 2640.926270
	Iteration 51Q: 3 clusters Score -197252.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -197261.156250 Penalty: 2640.926270
	Iteration 52Q: 3 clusters Score -197261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -197268.250000 Penalty: 2640.926270
	Iteration 53Q: 3 clusters Score -197268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -197278.437500 Penalty: 2640.926270
	Iteration 54Q: 3 clusters Score -197278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -197289.500000 Penalty: 2640.926270
	Iteration 55Q: 3 clusters Score -197289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -197296.828125 Penalty: 2640.926270
	Iteration 56Q: 3 clusters Score -197296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -197303.515625 Penalty: 2640.926270
	Iteration 57Q: 3 clusters Score -197303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -197311.890625 Penalty: 2640.926270
	Iteration 58Q: 3 clusters Score -197311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -197321.281250 Penalty: 2640.926270
	Iteration 59Q: 3 clusters Score -197321.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -197332.296875 Penalty: 2640.926270
	Iteration 60F: 3 clusters Score -197332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -197340.375000 Penalty: 2640.926270
	Iteration 61Q: 3 clusters Score -197340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -197348.140625 Penalty: 2640.926270
	Iteration 62Q: 3 clusters Score -197348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -197355.281250 Penalty: 2640.926270
	Iteration 63Q: 3 clusters Score -197355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -197361.406250 Penalty: 2640.926270
	Iteration 64Q: 3 clusters Score -197361.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -197367.296875 Penalty: 2640.926270
	Iteration 65Q: 3 clusters Score -197367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -197372.375000 Penalty: 2640.926270
	Iteration 66Q: 3 clusters Score -197372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -197375.953125 Penalty: 2640.926270
	Iteration 67Q: 3 clusters Score -197376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -197378.250000 Penalty: 2640.926270
	Iteration 68Q: 3 clusters Score -197378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -197380.171875 Penalty: 2640.926270
	Iteration 69Q: 3 clusters Score -197380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -197382.421875 Penalty: 2640.926270
	Iteration 70Q: 3 clusters Score -197382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -197388.250000 Penalty: 2640.926270
	Iteration 71Q: 3 clusters Score -197388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -197394.781250 Penalty: 2640.926270
	Iteration 72Q: 3 clusters Score -197394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -197399.593750 Penalty: 2640.926270
	Iteration 73Q: 3 clusters Score -197399.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -197404.640625 Penalty: 2640.926270
	Iteration 74Q: 3 clusters Score -197404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -197409.203125 Penalty: 2640.926270
	Iteration 75Q: 3 clusters Score -197409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -197413.625000 Penalty: 2640.926270
	Iteration 76Q: 3 clusters Score -197413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -197415.343750 Penalty: 2640.926270
	Iteration 77Q: 3 clusters Score -197415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -197418.375000 Penalty: 2640.926270
	Iteration 78Q: 3 clusters Score -197418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -197419.703125 Penalty: 2640.926270
	Iteration 79Q: 3 clusters Score -197419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -197421.093750 Penalty: 2640.926270
	Iteration 80F: 3 clusters Score -197421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -197422.593750 Penalty: 2640.926270
	Iteration 81Q: 3 clusters Score -197422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -197424.140625 Penalty: 2640.926270
	Iteration 82Q: 3 clusters Score -197424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -197425.187500 Penalty: 2640.926270
	Iteration 83Q: 3 clusters Score -197425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -197425.187500 Penalty: 2640.926270
	Iteration 84F: 3 clusters Score -197425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Entering Unmasked Estep 
Score: -491343.593750 Penalty: 1468.676392
	Iteration 0F: 2 clusters Score -491343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -485263.500000 Penalty: 2937.352783
	Iteration 0F: 3 clusters Score -485263.5 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -487065.125000 Penalty: 2937.352783
	Iteration 1F: 3 clusters Score -487065.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -487390.468750 Penalty: 2937.352783
	Iteration 2F: 3 clusters Score -487390.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -487728.375000 Penalty: 2937.352783
	Iteration 3F: 3 clusters Score -487728.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -488141.593750 Penalty: 2937.352783
	Iteration 4F: 3 clusters Score -488141.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -488611.687500 Penalty: 2937.352783
	Iteration 5F: 3 clusters Score -488611.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -489088.312500 Penalty: 2937.352783
	Iteration 6F: 3 clusters Score -489088.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -489512.750000 Penalty: 2937.352783
	Iteration 7F: 3 clusters Score -489512.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -489848.906250 Penalty: 2937.352783
	Iteration 8F: 3 clusters Score -489848.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -490078.406250 Penalty: 2937.352783
	Iteration 9Q: 3 clusters Score -490078.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -490233.312500 Penalty: 2937.352783
	Iteration 10Q: 3 clusters Score -490233.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -490327.968750 Penalty: 2937.352783
	Iteration 11Q: 3 clusters Score -490328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -490394.406250 Penalty: 2937.352783
	Iteration 12Q: 3 clusters Score -490394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -490436.687500 Penalty: 2937.352783
	Iteration 13Q: 3 clusters Score -490436.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -490468.625000 Penalty: 2937.352783
	Iteration 14Q: 3 clusters Score -490468.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -490494.406250 Penalty: 2937.352783
	Iteration 15Q: 3 clusters Score -490494.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -490511.500000 Penalty: 2937.352783
	Iteration 16Q: 3 clusters Score -490511.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -490526.937500 Penalty: 2937.352783
	Iteration 17Q: 3 clusters Score -490526.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -490541.593750 Penalty: 2937.352783
	Iteration 18Q: 3 clusters Score -490541.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -490551.906250 Penalty: 2937.352783
	Iteration 19Q: 3 clusters Score -490551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -490558.468750 Penalty: 2937.352783
	Iteration 20F: 3 clusters Score -490558.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -490566.531250 Penalty: 2937.352783
	Iteration 21Q: 3 clusters Score -490566.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -490570.156250 Penalty: 2937.352783
	Iteration 22Q: 3 clusters Score -490570.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -490574.968750 Penalty: 2937.352783
	Iteration 23Q: 3 clusters Score -490575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -490579.218750 Penalty: 2937.352783
	Iteration 24Q: 3 clusters Score -490579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -490584.031250 Penalty: 2937.352783
	Iteration 25Q: 3 clusters Score -490584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -490591.468750 Penalty: 2937.352783
	Iteration 26Q: 3 clusters Score -490591.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -490599.406250 Penalty: 2937.352783
	Iteration 27Q: 3 clusters Score -490599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -490603.281250 Penalty: 2937.352783
	Iteration 28Q: 3 clusters Score -490603.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -490606.218750 Penalty: 2937.352783
	Iteration 29Q: 3 clusters Score -490606.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -490611.937500 Penalty: 2937.352783
	Iteration 30Q: 3 clusters Score -490611.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -490617.781250 Penalty: 2937.352783
	Iteration 31Q: 3 clusters Score -490617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -490623.437500 Penalty: 2937.352783
	Iteration 32Q: 3 clusters Score -490623.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -490633.062500 Penalty: 2937.352783
	Iteration 33Q: 3 clusters Score -490633.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -490642.406250 Penalty: 2937.352783
	Iteration 34Q: 3 clusters Score -490642.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -490650.187500 Penalty: 2937.352783
	Iteration 35Q: 3 clusters Score -490650.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -490663.000000 Penalty: 2937.352783
	Iteration 36Q: 3 clusters Score -490663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -490672.968750 Penalty: 2937.352783
	Iteration 37Q: 3 clusters Score -490673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -490682.218750 Penalty: 2937.352783
	Iteration 38Q: 3 clusters Score -490682.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -490689.593750 Penalty: 2937.352783
	Iteration 39Q: 3 clusters Score -490689.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -490699.218750 Penalty: 2937.352783
	Iteration 40F: 3 clusters Score -490699.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -490705.218750 Penalty: 2937.352783
	Iteration 41Q: 3 clusters Score -490705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -490709.281250 Penalty: 2937.352783
	Iteration 42Q: 3 clusters Score -490709.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -490715.062500 Penalty: 2937.352783
	Iteration 43Q: 3 clusters Score -490715.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -490721.312500 Penalty: 2937.352783
	Iteration 44Q: 3 clusters Score -490721.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -490725.062500 Penalty: 2937.352783
	Iteration 45Q: 3 clusters Score -490725.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -490726.625000 Penalty: 2937.352783
	Iteration 46Q: 3 clusters Score -490726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -490734.156250 Penalty: 2937.352783
	Iteration 47Q: 3 clusters Score -490734.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -490740.343750 Penalty: 2937.352783
	Iteration 48Q: 3 clusters Score -490740.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -490742.875000 Penalty: 2937.352783
	Iteration 49Q: 3 clusters Score -490742.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -490747.937500 Penalty: 2937.352783
	Iteration 50Q: 3 clusters Score -490747.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -490753.218750 Penalty: 2937.352783
	Iteration 51Q: 3 clusters Score -490753.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -490756.687500 Penalty: 2937.352783
	Iteration 52Q: 3 clusters Score -490756.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -490760.375000 Penalty: 2937.352783
	Iteration 53Q: 3 clusters Score -490760.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -490765.343750 Penalty: 2937.352783
	Iteration 54Q: 3 clusters Score -490765.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -490768.968750 Penalty: 2937.352783
	Iteration 55Q: 3 clusters Score -490769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -490772.750000 Penalty: 2937.352783
	Iteration 56Q: 3 clusters Score -490772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -490776.000000 Penalty: 2937.352783
	Iteration 57Q: 3 clusters Score -490776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -490778.718750 Penalty: 2937.352783
	Iteration 58Q: 3 clusters Score -490778.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -490782.312500 Penalty: 2937.352783
	Iteration 59Q: 3 clusters Score -490782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -490784.281250 Penalty: 2937.352783
	Iteration 60F: 3 clusters Score -490784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -490785.750000 Penalty: 2937.352783
	Iteration 61Q: 3 clusters Score -490785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -490787.500000 Penalty: 2937.352783
	Iteration 62Q: 3 clusters Score -490787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -490789.781250 Penalty: 2937.352783
	Iteration 63Q: 3 clusters Score -490789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -490790.281250 Penalty: 2937.352783
	Iteration 64Q: 3 clusters Score -490790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -490790.656250 Penalty: 2937.352783
	Iteration 65Q: 3 clusters Score -490790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -490791.968750 Penalty: 2937.352783
	Iteration 66Q: 3 clusters Score -490792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -490792.312500 Penalty: 2937.352783
	Iteration 67Q: 3 clusters Score -490792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -490793.937500 Penalty: 2937.352783
	Iteration 68Q: 3 clusters Score -490793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -490794.875000 Penalty: 2937.352783
	Iteration 69Q: 3 clusters Score -490794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -490794.437500 Penalty: 2937.352783
	Iteration 70Q: 3 clusters Score -490794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -490796.312500 Penalty: 2937.352783
	Iteration 71Q: 3 clusters Score -490796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -490795.718750 Penalty: 2937.352783
	Iteration 72Q: 3 clusters Score -490795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -490797.062500 Penalty: 2937.352783
	Iteration 73Q: 3 clusters Score -490797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -490797.093750 Penalty: 2937.352783
	Iteration 74Q: 3 clusters Score -490797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -490796.687500 Penalty: 2937.352783
	Iteration 75Q: 3 clusters Score -490796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -490796.687500 Penalty: 2937.352783
	Iteration 76F: 3 clusters Score -490796.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -124806.109375 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -124806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -122474.320312 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -122474.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -123057.398438 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -123057.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -123219.179688 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -123219.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -123321.890625 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -123321.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -123390.492188 Penalty: 2526.007812
	Iteration 4Q: 3 clusters Score -123390.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -123437.085938 Penalty: 2526.007812
	Iteration 5Q: 3 clusters Score -123437.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -123476.539062 Penalty: 2526.007812
	Iteration 6Q: 3 clusters Score -123476.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -123509.468750 Penalty: 2526.007812
	Iteration 7Q: 3 clusters Score -123509.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -123543.679688 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -123543.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -123564.781250 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -123564.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -123584.585938 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -123584.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -123601.468750 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -123601.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -123612.914062 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -123612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -123625.484375 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -123625.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -123641.703125 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -123641.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -123657.437500 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -123657.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -123673.554688 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -123673.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -123686.546875 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -123686.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -123692.882812 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -123692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -123698.093750 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -123698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -123708.046875 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -123708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -123720.007812 Penalty: 2526.007812
	Iteration 21Q: 3 clusters Score -123720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -123725.679688 Penalty: 2526.007812
	Iteration 22Q: 3 clusters Score -123725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -123728.750000 Penalty: 2526.007812
	Iteration 23Q: 3 clusters Score -123728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -123730.875000 Penalty: 2526.007812
	Iteration 24Q: 3 clusters Score -123730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -123734.656250 Penalty: 2526.007812
	Iteration 25Q: 3 clusters Score -123734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -123741.257812 Penalty: 2526.007812
	Iteration 26Q: 3 clusters Score -123741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -123748.414062 Penalty: 2526.007812
	Iteration 27Q: 3 clusters Score -123748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -123755.187500 Penalty: 2526.007812
	Iteration 28Q: 3 clusters Score -123755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -123766.132812 Penalty: 2526.007812
	Iteration 29Q: 3 clusters Score -123766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -123775.296875 Penalty: 2526.007812
	Iteration 30Q: 3 clusters Score -123775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -123781.437500 Penalty: 2526.007812
	Iteration 31Q: 3 clusters Score -123781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -123790.875000 Penalty: 2526.007812
	Iteration 32Q: 3 clusters Score -123790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -123801.031250 Penalty: 2526.007812
	Iteration 33Q: 3 clusters Score -123801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -123805.148438 Penalty: 2526.007812
	Iteration 34Q: 3 clusters Score -123805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -123806.679688 Penalty: 2526.007812
	Iteration 35Q: 3 clusters Score -123806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -123807.070312 Penalty: 2526.007812
	Iteration 36Q: 3 clusters Score -123807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -123807.242188 Penalty: 2526.007812
	Iteration 37Q: 3 clusters Score -123807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -123808.492188 Penalty: 2526.007812
	Iteration 38Q: 3 clusters Score -123808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -123808.796875 Penalty: 2526.007812
	Iteration 39Q: 3 clusters Score -123808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -123808.796875 Penalty: 2526.007812
	Iteration 40F: 3 clusters Score -123808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -501868.937500 Penalty: 1474.925659
	Iteration 0F: 2 clusters Score -501868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -495491.687500 Penalty: 2949.851318
	Iteration 0F: 3 clusters Score -495491.7 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -497553.437500 Penalty: 2949.851318
	Iteration 1F: 3 clusters Score -497553.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -497928.843750 Penalty: 2949.851318
	Iteration 2F: 3 clusters Score -497928.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -498281.125000 Penalty: 2949.851318
	Iteration 3F: 3 clusters Score -498281.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -498638.156250 Penalty: 2949.851318
	Iteration 4F: 3 clusters Score -498638.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -498994.531250 Penalty: 2949.851318
	Iteration 5F: 3 clusters Score -498994.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -499289.031250 Penalty: 2949.851318
	Iteration 6F: 3 clusters Score -499289 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -499502.718750 Penalty: 2949.851318
	Iteration 7Q: 3 clusters Score -499502.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -499656.250000 Penalty: 2949.851318
	Iteration 8Q: 3 clusters Score -499656.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -499779.875000 Penalty: 2949.851318
	Iteration 9Q: 3 clusters Score -499779.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -499868.562500 Penalty: 2949.851318
	Iteration 10Q: 3 clusters Score -499868.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -499924.156250 Penalty: 2949.851318
	Iteration 11Q: 3 clusters Score -499924.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -499980.062500 Penalty: 2949.851318
	Iteration 12Q: 3 clusters Score -499980.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -500026.406250 Penalty: 2949.851318
	Iteration 13Q: 3 clusters Score -500026.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -500081.906250 Penalty: 2949.851318
	Iteration 14Q: 3 clusters Score -500081.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -500136.437500 Penalty: 2949.851318
	Iteration 15Q: 3 clusters Score -500136.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -500192.375000 Penalty: 2949.851318
	Iteration 16Q: 3 clusters Score -500192.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -500250.593750 Penalty: 2949.851318
	Iteration 17Q: 3 clusters Score -500250.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -500321.000000 Penalty: 2949.851318
	Iteration 18Q: 3 clusters Score -500321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -500398.062500 Penalty: 2949.851318
	Iteration 19Q: 3 clusters Score -500398.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -500463.000000 Penalty: 2949.851318
	Iteration 20F: 3 clusters Score -500463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -500519.406250 Penalty: 2949.851318
	Iteration 21Q: 3 clusters Score -500519.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -500553.187500 Penalty: 2949.851318
	Iteration 22Q: 3 clusters Score -500553.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -500578.125000 Penalty: 2949.851318
	Iteration 23Q: 3 clusters Score -500578.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -500598.687500 Penalty: 2949.851318
	Iteration 24Q: 3 clusters Score -500598.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -500620.375000 Penalty: 2949.851318
	Iteration 25Q: 3 clusters Score -500620.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -500640.156250 Penalty: 2949.851318
	Iteration 26Q: 3 clusters Score -500640.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -500657.281250 Penalty: 2949.851318
	Iteration 27Q: 3 clusters Score -500657.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -500678.937500 Penalty: 2949.851318
	Iteration 28Q: 3 clusters Score -500678.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -500702.187500 Penalty: 2949.851318
	Iteration 29Q: 3 clusters Score -500702.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -500722.375000 Penalty: 2949.851318
	Iteration 30Q: 3 clusters Score -500722.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -500744.843750 Penalty: 2949.851318
	Iteration 31Q: 3 clusters Score -500744.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -500769.000000 Penalty: 2949.851318
	Iteration 32Q: 3 clusters Score -500769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -500789.687500 Penalty: 2949.851318
	Iteration 33Q: 3 clusters Score -500789.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -500807.781250 Penalty: 2949.851318
	Iteration 34Q: 3 clusters Score -500807.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -500821.875000 Penalty: 2949.851318
	Iteration 35Q: 3 clusters Score -500821.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -500831.937500 Penalty: 2949.851318
	Iteration 36Q: 3 clusters Score -500831.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -500843.343750 Penalty: 2949.851318
	Iteration 37Q: 3 clusters Score -500843.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -500856.343750 Penalty: 2949.851318
	Iteration 38Q: 3 clusters Score -500856.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -500867.250000 Penalty: 2949.851318
	Iteration 39Q: 3 clusters Score -500867.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -500873.625000 Penalty: 2949.851318
	Iteration 40F: 3 clusters Score -500873.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -500878.375000 Penalty: 2949.851318
	Iteration 41Q: 3 clusters Score -500878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -500885.218750 Penalty: 2949.851318
	Iteration 42Q: 3 clusters Score -500885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -500888.500000 Penalty: 2949.851318
	Iteration 43Q: 3 clusters Score -500888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -500891.000000 Penalty: 2949.851318
	Iteration 44Q: 3 clusters Score -500891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -500893.031250 Penalty: 2949.851318
	Iteration 45Q: 3 clusters Score -500893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -500893.625000 Penalty: 2949.851318
	Iteration 46Q: 3 clusters Score -500893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -500896.593750 Penalty: 2949.851318
	Iteration 47Q: 3 clusters Score -500896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -500896.562500 Penalty: 2949.851318
	Iteration 48Q: 3 clusters Score -500896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -500898.250000 Penalty: 2949.851318
	Iteration 49Q: 3 clusters Score -500898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -500899.687500 Penalty: 2949.851318
	Iteration 50Q: 3 clusters Score -500899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -500900.968750 Penalty: 2949.851318
	Iteration 51Q: 3 clusters Score -500901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -500902.312500 Penalty: 2949.851318
	Iteration 52Q: 3 clusters Score -500902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -500903.687500 Penalty: 2949.851318
	Iteration 53Q: 3 clusters Score -500903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -500905.125000 Penalty: 2949.851318
	Iteration 54Q: 3 clusters Score -500905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -500905.375000 Penalty: 2949.851318
	Iteration 55Q: 3 clusters Score -500905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -500906.187500 Penalty: 2949.851318
	Iteration 56Q: 3 clusters Score -500906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -500906.187500 Penalty: 2949.851318
	Iteration 57F: 3 clusters Score -500906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -160904.093750 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -160904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -158438.703125 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -158438.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -159021.828125 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -159021.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -159169.781250 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -159169.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -159256.250000 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -159256.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -159310.562500 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -159310.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -159338.781250 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -159338.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -159359.625000 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -159359.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -159382.859375 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -159382.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -159399.281250 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -159399.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159413.171875 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -159413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -159423.609375 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -159423.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -159431.562500 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -159431.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -159439.500000 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -159439.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -159445.765625 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -159445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -159449.578125 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -159449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -159453.296875 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -159453.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -159460.640625 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -159460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -159467.781250 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -159467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -159472.468750 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -159472.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -159479.406250 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -159479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -159488.609375 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -159488.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -159495.359375 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -159495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -159501.375000 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -159501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -159506.000000 Penalty: 2560.030762
	Iteration 23Q: 3 clusters Score -159506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159506.906250 Penalty: 2560.030762
	Iteration 24Q: 3 clusters Score -159506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -159507.218750 Penalty: 2560.030762
	Iteration 25Q: 3 clusters Score -159507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -159510.203125 Penalty: 2560.030762
	Iteration 26Q: 3 clusters Score -159510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -159512.578125 Penalty: 2560.030762
	Iteration 27Q: 3 clusters Score -159512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -159515.859375 Penalty: 2560.030762
	Iteration 28Q: 3 clusters Score -159515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -159518.171875 Penalty: 2560.030762
	Iteration 29Q: 3 clusters Score -159518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159519.468750 Penalty: 2560.030762
	Iteration 30Q: 3 clusters Score -159519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159519.468750 Penalty: 2560.030762
	Iteration 31F: 3 clusters Score -159519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -598106.000000 Penalty: 1498.538452
	Iteration 0F: 2 clusters Score -598106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -590958.125000 Penalty: 2997.076904
	Iteration 0F: 3 clusters Score -590958.1 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -593254.937500 Penalty: 2997.076904
	Iteration 1F: 3 clusters Score -593254.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -593587.250000 Penalty: 2997.076904
	Iteration 2F: 3 clusters Score -593587.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -593918.750000 Penalty: 2997.076904
	Iteration 3F: 3 clusters Score -593918.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -594220.562500 Penalty: 2997.076904
	Iteration 4F: 3 clusters Score -594220.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -594499.812500 Penalty: 2997.076904
	Iteration 5F: 3 clusters Score -594499.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -594752.312500 Penalty: 2997.076904
	Iteration 6Q: 3 clusters Score -594752.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -595023.750000 Penalty: 2997.076904
	Iteration 7Q: 3 clusters Score -595023.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -595266.250000 Penalty: 2997.076904
	Iteration 8Q: 3 clusters Score -595266.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -595468.562500 Penalty: 2997.076904
	Iteration 9Q: 3 clusters Score -595468.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -595667.687500 Penalty: 2997.076904
	Iteration 10Q: 3 clusters Score -595667.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -595887.687500 Penalty: 2997.076904
	Iteration 11Q: 3 clusters Score -595887.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -596113.750000 Penalty: 2997.076904
	Iteration 12Q: 3 clusters Score -596113.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -596384.062500 Penalty: 2997.076904
	Iteration 13Q: 3 clusters Score -596384.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -596631.125000 Penalty: 2997.076904
	Iteration 14Q: 3 clusters Score -596631.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -596761.687500 Penalty: 2997.076904
	Iteration 15Q: 3 clusters Score -596761.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -596823.750000 Penalty: 2997.076904
	Iteration 16Q: 3 clusters Score -596823.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -596860.000000 Penalty: 2997.076904
	Iteration 17Q: 3 clusters Score -596860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -596875.875000 Penalty: 2997.076904
	Iteration 18Q: 3 clusters Score -596875.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -596882.750000 Penalty: 2997.076904
	Iteration 19Q: 3 clusters Score -596882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -596891.375000 Penalty: 2997.076904
	Iteration 20F: 3 clusters Score -596891.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -596897.750000 Penalty: 2997.076904
	Iteration 21Q: 3 clusters Score -596897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -596902.312500 Penalty: 2997.076904
	Iteration 22Q: 3 clusters Score -596902.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -596909.062500 Penalty: 2997.076904
	Iteration 23Q: 3 clusters Score -596909.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -596915.562500 Penalty: 2997.076904
	Iteration 24Q: 3 clusters Score -596915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -596918.437500 Penalty: 2997.076904
	Iteration 25Q: 3 clusters Score -596918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -596920.937500 Penalty: 2997.076904
	Iteration 26Q: 3 clusters Score -596920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -596921.250000 Penalty: 2997.076904
	Iteration 27Q: 3 clusters Score -596921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -596923.750000 Penalty: 2997.076904
	Iteration 28Q: 3 clusters Score -596923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -596922.437500 Penalty: 2997.076904
	Iteration 29Q: 3 clusters Score -596922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -596924.000000 Penalty: 2997.076904
	Iteration 30Q: 3 clusters Score -596924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -596925.937500 Penalty: 2997.076904
	Iteration 31Q: 3 clusters Score -596925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -596925.812500 Penalty: 2997.076904
	Iteration 32Q: 3 clusters Score -596925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -596926.062500 Penalty: 2997.076904
	Iteration 33Q: 3 clusters Score -596926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -596926.812500 Penalty: 2997.076904
	Iteration 34Q: 3 clusters Score -596926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -596927.312500 Penalty: 2997.076904
	Iteration 35Q: 3 clusters Score -596927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -596927.875000 Penalty: 2997.076904
	Iteration 36Q: 3 clusters Score -596927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -596928.812500 Penalty: 2997.076904
	Iteration 37Q: 3 clusters Score -596928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -596927.937500 Penalty: 2997.076904
	Iteration 38Q: 3 clusters Score -596927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -596928.750000 Penalty: 2997.076904
	Iteration 39Q: 3 clusters Score -596928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -596928.750000 Penalty: 2997.076904
	Iteration 40F: 3 clusters Score -596928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -571537.125000 Penalty: 1488.276611
	Iteration 0F: 2 clusters Score -571537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -564720.812500 Penalty: 2976.553223
	Iteration 0F: 3 clusters Score -564720.8 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -566954.000000 Penalty: 2976.553223
	Iteration 1F: 3 clusters Score -566954 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -567202.250000 Penalty: 2976.553223
	Iteration 2F: 3 clusters Score -567202.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -567380.750000 Penalty: 2976.553223
	Iteration 3Q: 3 clusters Score -567380.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -567513.000000 Penalty: 2976.553223
	Iteration 4Q: 3 clusters Score -567513 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -567637.500000 Penalty: 2976.553223
	Iteration 5Q: 3 clusters Score -567637.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -567781.937500 Penalty: 2976.553223
	Iteration 6Q: 3 clusters Score -567781.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -567908.875000 Penalty: 2976.553223
	Iteration 7Q: 3 clusters Score -567908.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -568019.562500 Penalty: 2976.553223
	Iteration 8Q: 3 clusters Score -568019.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -568105.687500 Penalty: 2976.553223
	Iteration 9Q: 3 clusters Score -568105.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -568191.375000 Penalty: 2976.553223
	Iteration 10Q: 3 clusters Score -568191.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -568267.687500 Penalty: 2976.553223
	Iteration 11Q: 3 clusters Score -568267.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -568352.875000 Penalty: 2976.553223
	Iteration 12Q: 3 clusters Score -568352.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -568447.750000 Penalty: 2976.553223
	Iteration 13Q: 3 clusters Score -568447.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -568557.562500 Penalty: 2976.553223
	Iteration 14Q: 3 clusters Score -568557.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -568697.812500 Penalty: 2976.553223
	Iteration 15Q: 3 clusters Score -568697.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -568863.312500 Penalty: 2976.553223
	Iteration 16Q: 3 clusters Score -568863.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -569025.312500 Penalty: 2976.553223
	Iteration 17Q: 3 clusters Score -569025.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -569185.062500 Penalty: 2976.553223
	Iteration 18Q: 3 clusters Score -569185.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -569347.125000 Penalty: 2976.553223
	Iteration 19Q: 3 clusters Score -569347.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -569495.062500 Penalty: 2976.553223
	Iteration 20F: 3 clusters Score -569495.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -569625.687500 Penalty: 2976.553223
	Iteration 21Q: 3 clusters Score -569625.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -569738.000000 Penalty: 2976.553223
	Iteration 22Q: 3 clusters Score -569738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -569817.187500 Penalty: 2976.553223
	Iteration 23Q: 3 clusters Score -569817.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -569878.937500 Penalty: 2976.553223
	Iteration 24Q: 3 clusters Score -569878.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -569923.312500 Penalty: 2976.553223
	Iteration 25Q: 3 clusters Score -569923.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -569962.500000 Penalty: 2976.553223
	Iteration 26Q: 3 clusters Score -569962.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -569995.375000 Penalty: 2976.553223
	Iteration 27Q: 3 clusters Score -569995.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -570039.125000 Penalty: 2976.553223
	Iteration 28Q: 3 clusters Score -570039.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -570082.750000 Penalty: 2976.553223
	Iteration 29Q: 3 clusters Score -570082.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -570117.312500 Penalty: 2976.553223
	Iteration 30Q: 3 clusters Score -570117.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -570140.562500 Penalty: 2976.553223
	Iteration 31Q: 3 clusters Score -570140.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -570155.437500 Penalty: 2976.553223
	Iteration 32Q: 3 clusters Score -570155.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -570168.687500 Penalty: 2976.553223
	Iteration 33Q: 3 clusters Score -570168.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -570179.375000 Penalty: 2976.553223
	Iteration 34Q: 3 clusters Score -570179.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -570187.312500 Penalty: 2976.553223
	Iteration 35Q: 3 clusters Score -570187.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -570193.937500 Penalty: 2976.553223
	Iteration 36Q: 3 clusters Score -570193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -570200.250000 Penalty: 2976.553223
	Iteration 37Q: 3 clusters Score -570200.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -570206.625000 Penalty: 2976.553223
	Iteration 38Q: 3 clusters Score -570206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -570208.875000 Penalty: 2976.553223
	Iteration 39Q: 3 clusters Score -570208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -570212.562500 Penalty: 2976.553223
	Iteration 40F: 3 clusters Score -570212.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -570218.812500 Penalty: 2976.553223
	Iteration 41Q: 3 clusters Score -570218.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -570228.875000 Penalty: 2976.553223
	Iteration 42Q: 3 clusters Score -570228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -570237.812500 Penalty: 2976.553223
	Iteration 43Q: 3 clusters Score -570237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -570247.625000 Penalty: 2976.553223
	Iteration 44Q: 3 clusters Score -570247.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -570262.562500 Penalty: 2976.553223
	Iteration 45Q: 3 clusters Score -570262.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -570279.062500 Penalty: 2976.553223
	Iteration 46Q: 3 clusters Score -570279.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -570298.125000 Penalty: 2976.553223
	Iteration 47Q: 3 clusters Score -570298.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -570311.937500 Penalty: 2976.553223
	Iteration 48Q: 3 clusters Score -570311.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -570319.750000 Penalty: 2976.553223
	Iteration 49Q: 3 clusters Score -570319.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -570326.500000 Penalty: 2976.553223
	Iteration 50Q: 3 clusters Score -570326.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -570335.500000 Penalty: 2976.553223
	Iteration 51Q: 3 clusters Score -570335.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -570345.375000 Penalty: 2976.553223
	Iteration 52Q: 3 clusters Score -570345.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -570356.500000 Penalty: 2976.553223
	Iteration 53Q: 3 clusters Score -570356.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -570377.000000 Penalty: 2976.553223
	Iteration 54Q: 3 clusters Score -570377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -570391.000000 Penalty: 2976.553223
	Iteration 55Q: 3 clusters Score -570391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -570403.437500 Penalty: 2976.553223
	Iteration 56Q: 3 clusters Score -570403.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -570416.000000 Penalty: 2976.553223
	Iteration 57Q: 3 clusters Score -570416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -570425.187500 Penalty: 2976.553223
	Iteration 58Q: 3 clusters Score -570425.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -570430.312500 Penalty: 2976.553223
	Iteration 59Q: 3 clusters Score -570430.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -570431.562500 Penalty: 2976.553223
	Iteration 60F: 3 clusters Score -570431.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -570435.000000 Penalty: 2976.553223
	Iteration 61Q: 3 clusters Score -570435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -570438.000000 Penalty: 2976.553223
	Iteration 62Q: 3 clusters Score -570438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -570439.500000 Penalty: 2976.553223
	Iteration 63Q: 3 clusters Score -570439.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -570444.187500 Penalty: 2976.553223
	Iteration 64Q: 3 clusters Score -570444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -570448.187500 Penalty: 2976.553223
	Iteration 65Q: 3 clusters Score -570448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -570451.437500 Penalty: 2976.553223
	Iteration 66Q: 3 clusters Score -570451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -570454.250000 Penalty: 2976.553223
	Iteration 67Q: 3 clusters Score -570454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -570454.562500 Penalty: 2976.553223
	Iteration 68Q: 3 clusters Score -570454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -570455.812500 Penalty: 2976.553223
	Iteration 69Q: 3 clusters Score -570455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -570456.312500 Penalty: 2976.553223
	Iteration 70Q: 3 clusters Score -570456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -570456.250000 Penalty: 2976.553223
	Iteration 71Q: 3 clusters Score -570456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -570457.437500 Penalty: 2976.553223
	Iteration 72Q: 3 clusters Score -570457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -570457.437500 Penalty: 2976.553223
	Iteration 73Q: 3 clusters Score -570457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -570457.437500 Penalty: 2976.553223
	Iteration 74F: 3 clusters Score -570457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -367855.250000 Penalty: 1433.507568
	Iteration 0F: 2 clusters Score -367855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -362825.281250 Penalty: 2867.015137
	Iteration 0F: 3 clusters Score -362825.3 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -364561.562500 Penalty: 2867.015137
	Iteration 1F: 3 clusters Score -364561.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -365007.312500 Penalty: 2867.015137
	Iteration 2F: 3 clusters Score -365007.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -365420.500000 Penalty: 2867.015137
	Iteration 3F: 3 clusters Score -365420.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -365795.343750 Penalty: 2867.015137
	Iteration 4F: 3 clusters Score -365795.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -366111.062500 Penalty: 2867.015137
	Iteration 5F: 3 clusters Score -366111.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -366347.218750 Penalty: 2867.015137
	Iteration 6Q: 3 clusters Score -366347.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -366521.437500 Penalty: 2867.015137
	Iteration 7Q: 3 clusters Score -366521.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -366658.625000 Penalty: 2867.015137
	Iteration 8Q: 3 clusters Score -366658.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -366734.531250 Penalty: 2867.015137
	Iteration 9Q: 3 clusters Score -366734.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -366807.437500 Penalty: 2867.015137
	Iteration 10Q: 3 clusters Score -366807.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -366843.875000 Penalty: 2867.015137
	Iteration 11Q: 3 clusters Score -366843.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -366867.000000 Penalty: 2867.015137
	Iteration 12Q: 3 clusters Score -366867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -366878.281250 Penalty: 2867.015137
	Iteration 13Q: 3 clusters Score -366878.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -366891.312500 Penalty: 2867.015137
	Iteration 14Q: 3 clusters Score -366891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -366898.250000 Penalty: 2867.015137
	Iteration 15Q: 3 clusters Score -366898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -366901.750000 Penalty: 2867.015137
	Iteration 16Q: 3 clusters Score -366901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -366902.250000 Penalty: 2867.015137
	Iteration 17Q: 3 clusters Score -366902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -366904.343750 Penalty: 2867.015137
	Iteration 18Q: 3 clusters Score -366904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -366906.437500 Penalty: 2867.015137
	Iteration 19Q: 3 clusters Score -366906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -366910.718750 Penalty: 2867.015137
	Iteration 20F: 3 clusters Score -366910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -366914.375000 Penalty: 2867.015137
	Iteration 21Q: 3 clusters Score -366914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -366917.468750 Penalty: 2867.015137
	Iteration 22Q: 3 clusters Score -366917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -366920.312500 Penalty: 2867.015137
	Iteration 23Q: 3 clusters Score -366920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -366924.156250 Penalty: 2867.015137
	Iteration 24Q: 3 clusters Score -366924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -366927.468750 Penalty: 2867.015137
	Iteration 25Q: 3 clusters Score -366927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -366927.437500 Penalty: 2867.015137
	Iteration 26Q: 3 clusters Score -366927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -366929.000000 Penalty: 2867.015137
	Iteration 27Q: 3 clusters Score -366929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -366930.750000 Penalty: 2867.015137
	Iteration 28Q: 3 clusters Score -366930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -366932.781250 Penalty: 2867.015137
	Iteration 29Q: 3 clusters Score -366932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -366933.500000 Penalty: 2867.015137
	Iteration 30Q: 3 clusters Score -366933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -366934.156250 Penalty: 2867.015137
	Iteration 31Q: 3 clusters Score -366934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -366935.562500 Penalty: 2867.015137
	Iteration 32Q: 3 clusters Score -366935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -366936.437500 Penalty: 2867.015137
	Iteration 33Q: 3 clusters Score -366936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -366936.437500 Penalty: 2867.015137
	Iteration 34F: 3 clusters Score -366936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Entering Unmasked Estep 
Score: -691937.562500 Penalty: 1523.217896
	Iteration 0F: 2 clusters Score -691937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -683640.500000 Penalty: 3046.435791
	Iteration 0F: 3 clusters Score -683640.5 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -686548.875000 Penalty: 3046.435791
	Iteration 1F: 3 clusters Score -686548.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -687133.625000 Penalty: 3046.435791
	Iteration 2F: 3 clusters Score -687133.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -687761.875000 Penalty: 3046.435791
	Iteration 3F: 3 clusters Score -687761.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -688342.375000 Penalty: 3046.435791
	Iteration 4F: 3 clusters Score -688342.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -688795.062500 Penalty: 3046.435791
	Iteration 5F: 3 clusters Score -688795.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -689158.687500 Penalty: 3046.435791
	Iteration 6F: 3 clusters Score -689158.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -689419.125000 Penalty: 3046.435791
	Iteration 7Q: 3 clusters Score -689419.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -689609.937500 Penalty: 3046.435791
	Iteration 8Q: 3 clusters Score -689609.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -689749.000000 Penalty: 3046.435791
	Iteration 9Q: 3 clusters Score -689749 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -689864.125000 Penalty: 3046.435791
	Iteration 10Q: 3 clusters Score -689864.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -689955.062500 Penalty: 3046.435791
	Iteration 11Q: 3 clusters Score -689955.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -690028.937500 Penalty: 3046.435791
	Iteration 12Q: 3 clusters Score -690028.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -690108.125000 Penalty: 3046.435791
	Iteration 13Q: 3 clusters Score -690108.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -690205.437500 Penalty: 3046.435791
	Iteration 14Q: 3 clusters Score -690205.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -690345.812500 Penalty: 3046.435791
	Iteration 15Q: 3 clusters Score -690345.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -690531.875000 Penalty: 3046.435791
	Iteration 16Q: 3 clusters Score -690531.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -690721.500000 Penalty: 3046.435791
	Iteration 17Q: 3 clusters Score -690721.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -690845.875000 Penalty: 3046.435791
	Iteration 18Q: 3 clusters Score -690845.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -690962.000000 Penalty: 3046.435791
	Iteration 19Q: 3 clusters Score -690962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -691035.562500 Penalty: 3046.435791
	Iteration 20F: 3 clusters Score -691035.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -691089.937500 Penalty: 3046.435791
	Iteration 21Q: 3 clusters Score -691089.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -691134.875000 Penalty: 3046.435791
	Iteration 22Q: 3 clusters Score -691134.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -691187.937500 Penalty: 3046.435791
	Iteration 23Q: 3 clusters Score -691187.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -691244.687500 Penalty: 3046.435791
	Iteration 24Q: 3 clusters Score -691244.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -691302.000000 Penalty: 3046.435791
	Iteration 25Q: 3 clusters Score -691302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -691346.687500 Penalty: 3046.435791
	Iteration 26Q: 3 clusters Score -691346.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -691405.437500 Penalty: 3046.435791
	Iteration 27Q: 3 clusters Score -691405.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -691462.375000 Penalty: 3046.435791
	Iteration 28Q: 3 clusters Score -691462.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -691519.812500 Penalty: 3046.435791
	Iteration 29Q: 3 clusters Score -691519.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -691594.187500 Penalty: 3046.435791
	Iteration 30Q: 3 clusters Score -691594.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -691701.125000 Penalty: 3046.435791
	Iteration 31Q: 3 clusters Score -691701.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -691870.812500 Penalty: 3046.435791
	Iteration 32Q: 3 clusters Score -691870.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -692233.250000 Penalty: 3046.435791
	Iteration 33Q: 3 clusters Score -692233.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -692570.000000 Penalty: 3046.435791
	Iteration 34Q: 3 clusters Score -692570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -692658.187500 Penalty: 3046.435791
	Iteration 35Q: 3 clusters Score -692658.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -692681.375000 Penalty: 3046.435791
	Iteration 36Q: 3 clusters Score -692681.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -692690.562500 Penalty: 3046.435791
	Iteration 37Q: 3 clusters Score -692690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -692691.625000 Penalty: 3046.435791
	Iteration 38Q: 3 clusters Score -692691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -692693.375000 Penalty: 3046.435791
	Iteration 39Q: 3 clusters Score -692693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -692691.937500 Penalty: 3046.435791
	Iteration 40F: 3 clusters Score -692691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -692693.312500 Penalty: 3046.435791
	Iteration 41Q: 3 clusters Score -692693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -692693.312500 Penalty: 3046.435791
	Iteration 42F: 3 clusters Score -692693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 3327 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 18 contains 2149 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 9559 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 8761 members 
Entering Unmasked Estep 
Score: -10556036.000000 Penalty: 39527.777344
Splitting cluster 13 changes total score from -10555631.000000 to -10556036.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -261035.750000 Penalty: 1375.366333
	Iteration 0F: 2 clusters Score -261035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -257221.531250 Penalty: 2750.732666
	Iteration 0F: 3 clusters Score -257221.5 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -258252.890625 Penalty: 2750.732666
	Iteration 1F: 3 clusters Score -258252.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -258485.765625 Penalty: 2750.732666
	Iteration 2F: 3 clusters Score -258485.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -258656.250000 Penalty: 2750.732666
	Iteration 3F: 3 clusters Score -258656.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -258773.453125 Penalty: 2750.732666
	Iteration 4Q: 3 clusters Score -258773.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -258870.578125 Penalty: 2750.732666
	Iteration 5Q: 3 clusters Score -258870.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -258962.234375 Penalty: 2750.732666
	Iteration 6Q: 3 clusters Score -258962.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -259031.140625 Penalty: 2750.732666
	Iteration 7Q: 3 clusters Score -259031.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -259104.515625 Penalty: 2750.732666
	Iteration 8Q: 3 clusters Score -259104.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -259194.671875 Penalty: 2750.732666
	Iteration 9Q: 3 clusters Score -259194.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -259285.484375 Penalty: 2750.732666
	Iteration 10Q: 3 clusters Score -259285.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -259371.281250 Penalty: 2750.732666
	Iteration 11Q: 3 clusters Score -259371.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259458.875000 Penalty: 2750.732666
	Iteration 12Q: 3 clusters Score -259458.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -259538.203125 Penalty: 2750.732666
	Iteration 13Q: 3 clusters Score -259538.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -259622.859375 Penalty: 2750.732666
	Iteration 14Q: 3 clusters Score -259622.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -259675.234375 Penalty: 2750.732666
	Iteration 15Q: 3 clusters Score -259675.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -259716.031250 Penalty: 2750.732666
	Iteration 16Q: 3 clusters Score -259716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -259753.484375 Penalty: 2750.732666
	Iteration 17Q: 3 clusters Score -259753.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -259781.406250 Penalty: 2750.732666
	Iteration 18Q: 3 clusters Score -259781.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -259827.562500 Penalty: 2750.732666
	Iteration 19Q: 3 clusters Score -259827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -259864.640625 Penalty: 2750.732666
	Iteration 20F: 3 clusters Score -259864.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -259897.687500 Penalty: 2750.732666
	Iteration 21Q: 3 clusters Score -259897.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -259923.437500 Penalty: 2750.732666
	Iteration 22Q: 3 clusters Score -259923.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -259958.109375 Penalty: 2750.732666
	Iteration 23Q: 3 clusters Score -259958.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -259988.468750 Penalty: 2750.732666
	Iteration 24Q: 3 clusters Score -259988.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -260020.140625 Penalty: 2750.732666
	Iteration 25Q: 3 clusters Score -260020.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -260033.828125 Penalty: 2750.732666
	Iteration 26Q: 3 clusters Score -260033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -260045.578125 Penalty: 2750.732666
	Iteration 27Q: 3 clusters Score -260045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -260054.296875 Penalty: 2750.732666
	Iteration 28Q: 3 clusters Score -260054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -260062.421875 Penalty: 2750.732666
	Iteration 29Q: 3 clusters Score -260062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -260069.562500 Penalty: 2750.732666
	Iteration 30Q: 3 clusters Score -260069.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -260082.562500 Penalty: 2750.732666
	Iteration 31Q: 3 clusters Score -260082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -260093.484375 Penalty: 2750.732666
	Iteration 32Q: 3 clusters Score -260093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -260101.500000 Penalty: 2750.732666
	Iteration 33Q: 3 clusters Score -260101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -260111.218750 Penalty: 2750.732666
	Iteration 34Q: 3 clusters Score -260111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -260119.843750 Penalty: 2750.732666
	Iteration 35Q: 3 clusters Score -260119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -260126.296875 Penalty: 2750.732666
	Iteration 36Q: 3 clusters Score -260126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -260128.656250 Penalty: 2750.732666
	Iteration 37Q: 3 clusters Score -260128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -260130.281250 Penalty: 2750.732666
	Iteration 38Q: 3 clusters Score -260130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -260131.968750 Penalty: 2750.732666
	Iteration 39Q: 3 clusters Score -260132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -260132.531250 Penalty: 2750.732666
	Iteration 40F: 3 clusters Score -260132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -162115.640625 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -162115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -159235.031250 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -159235 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -160224.234375 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -160224.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -160507.218750 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -160507.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -160737.812500 Penalty: 2635.693359
	Iteration 3F: 3 clusters Score -160737.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -160872.234375 Penalty: 2635.693359
	Iteration 4F: 3 clusters Score -160872.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -160947.750000 Penalty: 2635.693359
	Iteration 5Q: 3 clusters Score -160947.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -160995.437500 Penalty: 2635.693359
	Iteration 6Q: 3 clusters Score -160995.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -161021.593750 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -161021.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -161044.781250 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -161044.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -161061.046875 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -161061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -161070.875000 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -161070.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -161076.734375 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -161076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -161079.750000 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -161079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -161083.109375 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -161083.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -161089.703125 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -161089.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -161093.640625 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -161093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -161097.265625 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -161097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -161098.671875 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -161098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -161099.953125 Penalty: 2635.693359
	Iteration 18Q: 3 clusters Score -161100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -161100.687500 Penalty: 2635.693359
	Iteration 19Q: 3 clusters Score -161100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -161102.546875 Penalty: 2635.693359
	Iteration 20F: 3 clusters Score -161102.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -161105.046875 Penalty: 2635.693359
	Iteration 21Q: 3 clusters Score -161105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -161107.140625 Penalty: 2635.693359
	Iteration 22Q: 3 clusters Score -161107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -161109.046875 Penalty: 2635.693359
	Iteration 23Q: 3 clusters Score -161109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -161111.609375 Penalty: 2635.693359
	Iteration 24Q: 3 clusters Score -161111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -161114.343750 Penalty: 2635.693359
	Iteration 25Q: 3 clusters Score -161114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -161116.000000 Penalty: 2635.693359
	Iteration 26Q: 3 clusters Score -161116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -161117.281250 Penalty: 2635.693359
	Iteration 27Q: 3 clusters Score -161117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -161119.390625 Penalty: 2635.693359
	Iteration 28Q: 3 clusters Score -161119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -161120.406250 Penalty: 2635.693359
	Iteration 29Q: 3 clusters Score -161120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -161121.296875 Penalty: 2635.693359
	Iteration 30Q: 3 clusters Score -161121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -161121.328125 Penalty: 2635.693359
	Iteration 31Q: 3 clusters Score -161121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -161121.593750 Penalty: 2635.693359
	Iteration 32Q: 3 clusters Score -161121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -161121.859375 Penalty: 2635.693359
	Iteration 33Q: 3 clusters Score -161121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -161122.171875 Penalty: 2635.693359
	Iteration 34Q: 3 clusters Score -161122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -161122.203125 Penalty: 2635.693359
	Iteration 35Q: 3 clusters Score -161122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -161122.203125 Penalty: 2635.693359
	Iteration 36F: 3 clusters Score -161122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -894851.000000 Penalty: 1559.041992
	Iteration 0F: 2 clusters Score -894851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -884717.250000 Penalty: 3118.083984
	Iteration 0F: 3 clusters Score -884717.2 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -888190.000000 Penalty: 3118.083984
	Iteration 1F: 3 clusters Score -888190 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -888520.312500 Penalty: 3118.083984
	Iteration 2F: 3 clusters Score -888520.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -888805.875000 Penalty: 3118.083984
	Iteration 3F: 3 clusters Score -888805.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -889091.687500 Penalty: 3118.083984
	Iteration 4Q: 3 clusters Score -889091.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -889422.437500 Penalty: 3118.083984
	Iteration 5Q: 3 clusters Score -889422.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -889855.562500 Penalty: 3118.083984
	Iteration 6F: 3 clusters Score -889855.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -890489.500000 Penalty: 3118.083984
	Iteration 7F: 3 clusters Score -890489.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -891225.250000 Penalty: 3118.083984
	Iteration 8F: 3 clusters Score -891225.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -891980.000000 Penalty: 3118.083984
	Iteration 9F: 3 clusters Score -891980 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -892582.687500 Penalty: 3118.083984
	Iteration 10Q: 3 clusters Score -892582.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -892949.250000 Penalty: 3118.083984
	Iteration 11Q: 3 clusters Score -892949.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -893159.500000 Penalty: 3118.083984
	Iteration 12Q: 3 clusters Score -893159.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -893291.875000 Penalty: 3118.083984
	Iteration 13Q: 3 clusters Score -893291.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -893381.937500 Penalty: 3118.083984
	Iteration 14Q: 3 clusters Score -893381.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -893443.312500 Penalty: 3118.083984
	Iteration 15Q: 3 clusters Score -893443.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -893485.000000 Penalty: 3118.083984
	Iteration 16Q: 3 clusters Score -893485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -893501.312500 Penalty: 3118.083984
	Iteration 17Q: 3 clusters Score -893501.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -893518.437500 Penalty: 3118.083984
	Iteration 18Q: 3 clusters Score -893518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -893527.625000 Penalty: 3118.083984
	Iteration 19Q: 3 clusters Score -893527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -893536.000000 Penalty: 3118.083984
	Iteration 20F: 3 clusters Score -893536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -893536.562500 Penalty: 3118.083984
	Iteration 21Q: 3 clusters Score -893536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -893537.625000 Penalty: 3118.083984
	Iteration 22Q: 3 clusters Score -893537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -893537.625000 Penalty: 3118.083984
	Iteration 23F: 3 clusters Score -893537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -103652.562500 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -103652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -101484.476562 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -101484.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -102082.070312 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -102082.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -102319.328125 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -102319.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -102529.601562 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -102529.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -102816.734375 Penalty: 2493.646484
	Iteration 4F: 3 clusters Score -102816.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -103251.945312 Penalty: 2493.646484
	Iteration 5F: 3 clusters Score -103251.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -103672.156250 Penalty: 2493.646484
	Iteration 6F: 3 clusters Score -103672.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -103871.679688 Penalty: 2493.646484
	Iteration 7F: 3 clusters Score -103871.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -103949.117188 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -103949.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -103975.234375 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -103975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -103982.914062 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -103982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -103984.046875 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -103984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -103984.109375 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -103984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -103984.109375 Penalty: 2493.646484
	Iteration 13F: 3 clusters Score -103984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 904 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 3327 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 18 contains 1245 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 9559 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 8761 members 
Entering Unmasked Estep 
Score: -10555638.000000 Penalty: 41504.164062
Splitting cluster 18 changes total score from -10555631.000000 to -10555638.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 19 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -488152.218750 Penalty: 1476.809692
	Iteration 0F: 2 clusters Score -488152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -481647.281250 Penalty: 2953.619385
	Iteration 0F: 3 clusters Score -481647.3 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -483735.593750 Penalty: 2953.619385
	Iteration 1F: 3 clusters Score -483735.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -483983.687500 Penalty: 2953.619385
	Iteration 2F: 3 clusters Score -483983.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -484169.000000 Penalty: 2953.619385
	Iteration 3F: 3 clusters Score -484169 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -484300.000000 Penalty: 2953.619385
	Iteration 4Q: 3 clusters Score -484300 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -484400.437500 Penalty: 2953.619385
	Iteration 5Q: 3 clusters Score -484400.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -484476.500000 Penalty: 2953.619385
	Iteration 6Q: 3 clusters Score -484476.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -484534.843750 Penalty: 2953.619385
	Iteration 7Q: 3 clusters Score -484534.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -484588.218750 Penalty: 2953.619385
	Iteration 8Q: 3 clusters Score -484588.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -484658.468750 Penalty: 2953.619385
	Iteration 9Q: 3 clusters Score -484658.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -484746.093750 Penalty: 2953.619385
	Iteration 10Q: 3 clusters Score -484746.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -484837.937500 Penalty: 2953.619385
	Iteration 11Q: 3 clusters Score -484837.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -484958.875000 Penalty: 2953.619385
	Iteration 12Q: 3 clusters Score -484958.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -485100.937500 Penalty: 2953.619385
	Iteration 13Q: 3 clusters Score -485100.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -485279.406250 Penalty: 2953.619385
	Iteration 14Q: 3 clusters Score -485279.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -485477.875000 Penalty: 2953.619385
	Iteration 15Q: 3 clusters Score -485477.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -485661.968750 Penalty: 2953.619385
	Iteration 16Q: 3 clusters Score -485662 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -485838.500000 Penalty: 2953.619385
	Iteration 17Q: 3 clusters Score -485838.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -485978.437500 Penalty: 2953.619385
	Iteration 18Q: 3 clusters Score -485978.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -486086.906250 Penalty: 2953.619385
	Iteration 19Q: 3 clusters Score -486086.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -486168.656250 Penalty: 2953.619385
	Iteration 20F: 3 clusters Score -486168.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -486262.625000 Penalty: 2953.619385
	Iteration 21Q: 3 clusters Score -486262.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -486349.656250 Penalty: 2953.619385
	Iteration 22Q: 3 clusters Score -486349.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -486420.500000 Penalty: 2953.619385
	Iteration 23Q: 3 clusters Score -486420.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486485.875000 Penalty: 2953.619385
	Iteration 24Q: 3 clusters Score -486485.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -486526.000000 Penalty: 2953.619385
	Iteration 25Q: 3 clusters Score -486526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -486563.718750 Penalty: 2953.619385
	Iteration 26Q: 3 clusters Score -486563.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -486601.531250 Penalty: 2953.619385
	Iteration 27Q: 3 clusters Score -486601.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -486636.781250 Penalty: 2953.619385
	Iteration 28Q: 3 clusters Score -486636.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -486666.437500 Penalty: 2953.619385
	Iteration 29Q: 3 clusters Score -486666.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -486685.343750 Penalty: 2953.619385
	Iteration 30Q: 3 clusters Score -486685.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -486699.218750 Penalty: 2953.619385
	Iteration 31Q: 3 clusters Score -486699.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -486711.500000 Penalty: 2953.619385
	Iteration 32Q: 3 clusters Score -486711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -486725.531250 Penalty: 2953.619385
	Iteration 33Q: 3 clusters Score -486725.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -486734.843750 Penalty: 2953.619385
	Iteration 34Q: 3 clusters Score -486734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -486747.187500 Penalty: 2953.619385
	Iteration 35Q: 3 clusters Score -486747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -486756.750000 Penalty: 2953.619385
	Iteration 36Q: 3 clusters Score -486756.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -486769.968750 Penalty: 2953.619385
	Iteration 37Q: 3 clusters Score -486770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -486781.593750 Penalty: 2953.619385
	Iteration 38Q: 3 clusters Score -486781.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -486794.375000 Penalty: 2953.619385
	Iteration 39Q: 3 clusters Score -486794.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -486803.500000 Penalty: 2953.619385
	Iteration 40F: 3 clusters Score -486803.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -486809.468750 Penalty: 2953.619385
	Iteration 41Q: 3 clusters Score -486809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -486813.468750 Penalty: 2953.619385
	Iteration 42Q: 3 clusters Score -486813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -486818.718750 Penalty: 2953.619385
	Iteration 43Q: 3 clusters Score -486818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -486822.531250 Penalty: 2953.619385
	Iteration 44Q: 3 clusters Score -486822.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -486826.750000 Penalty: 2953.619385
	Iteration 45Q: 3 clusters Score -486826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -486834.218750 Penalty: 2953.619385
	Iteration 46Q: 3 clusters Score -486834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -486839.500000 Penalty: 2953.619385
	Iteration 47Q: 3 clusters Score -486839.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -486844.593750 Penalty: 2953.619385
	Iteration 48Q: 3 clusters Score -486844.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -486848.875000 Penalty: 2953.619385
	Iteration 49Q: 3 clusters Score -486848.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -486854.406250 Penalty: 2953.619385
	Iteration 50Q: 3 clusters Score -486854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -486856.375000 Penalty: 2953.619385
	Iteration 51Q: 3 clusters Score -486856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -486860.531250 Penalty: 2953.619385
	Iteration 52Q: 3 clusters Score -486860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -486862.437500 Penalty: 2953.619385
	Iteration 53Q: 3 clusters Score -486862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -486866.500000 Penalty: 2953.619385
	Iteration 54Q: 3 clusters Score -486866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -486867.875000 Penalty: 2953.619385
	Iteration 55Q: 3 clusters Score -486867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -486870.125000 Penalty: 2953.619385
	Iteration 56Q: 3 clusters Score -486870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -486871.625000 Penalty: 2953.619385
	Iteration 57Q: 3 clusters Score -486871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -486875.625000 Penalty: 2953.619385
	Iteration 58Q: 3 clusters Score -486875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -486880.812500 Penalty: 2953.619385
	Iteration 59Q: 3 clusters Score -486880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486882.968750 Penalty: 2953.619385
	Iteration 60F: 3 clusters Score -486883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -486883.718750 Penalty: 2953.619385
	Iteration 61Q: 3 clusters Score -486883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -486887.468750 Penalty: 2953.619385
	Iteration 62Q: 3 clusters Score -486887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -486889.781250 Penalty: 2953.619385
	Iteration 63Q: 3 clusters Score -486889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -486892.531250 Penalty: 2953.619385
	Iteration 64Q: 3 clusters Score -486892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -486893.062500 Penalty: 2953.619385
	Iteration 65Q: 3 clusters Score -486893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -486897.718750 Penalty: 2953.619385
	Iteration 66Q: 3 clusters Score -486897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -486898.968750 Penalty: 2953.619385
	Iteration 67Q: 3 clusters Score -486899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -486899.843750 Penalty: 2953.619385
	Iteration 68Q: 3 clusters Score -486899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -486901.750000 Penalty: 2953.619385
	Iteration 69Q: 3 clusters Score -486901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -486903.687500 Penalty: 2953.619385
	Iteration 70Q: 3 clusters Score -486903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -486905.062500 Penalty: 2953.619385
	Iteration 71Q: 3 clusters Score -486905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -486909.125000 Penalty: 2953.619385
	Iteration 72Q: 3 clusters Score -486909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -486913.781250 Penalty: 2953.619385
	Iteration 73Q: 3 clusters Score -486913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -486917.843750 Penalty: 2953.619385
	Iteration 74Q: 3 clusters Score -486917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -486923.687500 Penalty: 2953.619385
	Iteration 75Q: 3 clusters Score -486923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -486926.000000 Penalty: 2953.619385
	Iteration 76Q: 3 clusters Score -486926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -486928.593750 Penalty: 2953.619385
	Iteration 77Q: 3 clusters Score -486928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -486928.437500 Penalty: 2953.619385
	Iteration 78Q: 3 clusters Score -486928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -486929.593750 Penalty: 2953.619385
	Iteration 79Q: 3 clusters Score -486929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -486930.218750 Penalty: 2953.619385
	Iteration 80F: 3 clusters Score -486930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -486931.812500 Penalty: 2953.619385
	Iteration 81Q: 3 clusters Score -486931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -486932.593750 Penalty: 2953.619385
	Iteration 82Q: 3 clusters Score -486932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -486932.812500 Penalty: 2953.619385
	Iteration 83Q: 3 clusters Score -486932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -486933.718750 Penalty: 2953.619385
	Iteration 84Q: 3 clusters Score -486933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -486934.468750 Penalty: 2953.619385
	Iteration 85Q: 3 clusters Score -486934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -486936.937500 Penalty: 2953.619385
	Iteration 86Q: 3 clusters Score -486936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -486937.750000 Penalty: 2953.619385
	Iteration 87Q: 3 clusters Score -486937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -486938.781250 Penalty: 2953.619385
	Iteration 88Q: 3 clusters Score -486938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -486939.937500 Penalty: 2953.619385
	Iteration 89Q: 3 clusters Score -486939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -486939.937500 Penalty: 2953.619385
	Iteration 90Q: 3 clusters Score -486939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -486942.312500 Penalty: 2953.619385
	Iteration 91Q: 3 clusters Score -486942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -486944.468750 Penalty: 2953.619385
	Iteration 92Q: 3 clusters Score -486944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -486946.906250 Penalty: 2953.619385
	Iteration 93Q: 3 clusters Score -486946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -486948.093750 Penalty: 2953.619385
	Iteration 94Q: 3 clusters Score -486948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -486950.531250 Penalty: 2953.619385
	Iteration 95Q: 3 clusters Score -486950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -486950.968750 Penalty: 2953.619385
	Iteration 96Q: 3 clusters Score -486951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -486951.625000 Penalty: 2953.619385
	Iteration 97Q: 3 clusters Score -486951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -486952.687500 Penalty: 2953.619385
	Iteration 98Q: 3 clusters Score -486952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -486953.437500 Penalty: 2953.619385
	Iteration 99Q: 3 clusters Score -486953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -486953.562500 Penalty: 2953.619385
	Iteration 100F: 3 clusters Score -486953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -486953.281250 Penalty: 2953.619385
	Iteration 101Q: 3 clusters Score -486953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -486953.281250 Penalty: 2953.619385
	Iteration 102F: 3 clusters Score -486953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -516469.625000 Penalty: 1489.351196
	Iteration 0F: 2 clusters Score -516469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -509474.062500 Penalty: 2978.702393
	Iteration 0F: 3 clusters Score -509474.1 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -511860.468750 Penalty: 2978.702393
	Iteration 1F: 3 clusters Score -511860.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -512233.812500 Penalty: 2978.702393
	Iteration 2F: 3 clusters Score -512233.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -512552.968750 Penalty: 2978.702393
	Iteration 3F: 3 clusters Score -512553 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -512852.968750 Penalty: 2978.702393
	Iteration 4F: 3 clusters Score -512853 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -513142.750000 Penalty: 2978.702393
	Iteration 5F: 3 clusters Score -513142.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -513419.781250 Penalty: 2978.702393
	Iteration 6Q: 3 clusters Score -513419.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -513650.875000 Penalty: 2978.702393
	Iteration 7Q: 3 clusters Score -513650.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -513848.781250 Penalty: 2978.702393
	Iteration 8Q: 3 clusters Score -513848.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -513996.406250 Penalty: 2978.702393
	Iteration 9Q: 3 clusters Score -513996.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -514119.781250 Penalty: 2978.702393
	Iteration 10Q: 3 clusters Score -514119.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -514221.187500 Penalty: 2978.702393
	Iteration 11Q: 3 clusters Score -514221.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -514303.218750 Penalty: 2978.702393
	Iteration 12Q: 3 clusters Score -514303.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -514376.937500 Penalty: 2978.702393
	Iteration 13Q: 3 clusters Score -514376.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -514453.812500 Penalty: 2978.702393
	Iteration 14Q: 3 clusters Score -514453.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -514522.031250 Penalty: 2978.702393
	Iteration 15Q: 3 clusters Score -514522 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -514594.218750 Penalty: 2978.702393
	Iteration 16Q: 3 clusters Score -514594.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -514664.625000 Penalty: 2978.702393
	Iteration 17Q: 3 clusters Score -514664.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -514716.375000 Penalty: 2978.702393
	Iteration 18Q: 3 clusters Score -514716.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -514772.093750 Penalty: 2978.702393
	Iteration 19Q: 3 clusters Score -514772.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -514842.968750 Penalty: 2978.702393
	Iteration 20F: 3 clusters Score -514843 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -514914.156250 Penalty: 2978.702393
	Iteration 21Q: 3 clusters Score -514914.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -514977.750000 Penalty: 2978.702393
	Iteration 22Q: 3 clusters Score -514977.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -515018.437500 Penalty: 2978.702393
	Iteration 23Q: 3 clusters Score -515018.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -515053.906250 Penalty: 2978.702393
	Iteration 24Q: 3 clusters Score -515053.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -515080.906250 Penalty: 2978.702393
	Iteration 25Q: 3 clusters Score -515080.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -515103.375000 Penalty: 2978.702393
	Iteration 26Q: 3 clusters Score -515103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -515129.375000 Penalty: 2978.702393
	Iteration 27Q: 3 clusters Score -515129.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -515145.968750 Penalty: 2978.702393
	Iteration 28Q: 3 clusters Score -515146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -515159.312500 Penalty: 2978.702393
	Iteration 29Q: 3 clusters Score -515159.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -515169.656250 Penalty: 2978.702393
	Iteration 30Q: 3 clusters Score -515169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -515179.625000 Penalty: 2978.702393
	Iteration 31Q: 3 clusters Score -515179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -515185.750000 Penalty: 2978.702393
	Iteration 32Q: 3 clusters Score -515185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -515192.656250 Penalty: 2978.702393
	Iteration 33Q: 3 clusters Score -515192.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -515197.906250 Penalty: 2978.702393
	Iteration 34Q: 3 clusters Score -515197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -515204.656250 Penalty: 2978.702393
	Iteration 35Q: 3 clusters Score -515204.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -515211.625000 Penalty: 2978.702393
	Iteration 36Q: 3 clusters Score -515211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -515217.375000 Penalty: 2978.702393
	Iteration 37Q: 3 clusters Score -515217.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -515223.718750 Penalty: 2978.702393
	Iteration 38Q: 3 clusters Score -515223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -515228.625000 Penalty: 2978.702393
	Iteration 39Q: 3 clusters Score -515228.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -515233.187500 Penalty: 2978.702393
	Iteration 40F: 3 clusters Score -515233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -515238.187500 Penalty: 2978.702393
	Iteration 41Q: 3 clusters Score -515238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -515240.656250 Penalty: 2978.702393
	Iteration 42Q: 3 clusters Score -515240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -515242.593750 Penalty: 2978.702393
	Iteration 43Q: 3 clusters Score -515242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -515244.156250 Penalty: 2978.702393
	Iteration 44Q: 3 clusters Score -515244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -515248.625000 Penalty: 2978.702393
	Iteration 45Q: 3 clusters Score -515248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -515253.031250 Penalty: 2978.702393
	Iteration 46Q: 3 clusters Score -515253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -515256.531250 Penalty: 2978.702393
	Iteration 47Q: 3 clusters Score -515256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -515256.968750 Penalty: 2978.702393
	Iteration 48Q: 3 clusters Score -515257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -515256.968750 Penalty: 2978.702393
	Iteration 49F: 3 clusters Score -515257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -107011.984375 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -107012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -104811.117188 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -104811.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -105390.835938 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -105390.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -105529.789062 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -105529.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -105601.648438 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -105601.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -105645.890625 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -105645.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -105687.445312 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -105687.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -105725.085938 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -105725.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -105753.515625 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -105753.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -105775.445312 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -105775.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -105792.515625 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -105792.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -105810.531250 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -105810.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -105819.882812 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -105819.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105825.531250 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -105825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -105827.703125 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -105827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -105828.125000 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -105828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -105828.609375 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -105828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -105828.781250 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -105828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -105828.781250 Penalty: 2505.670898
	Iteration 17F: 3 clusters Score -105828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -511313.343750 Penalty: 1475.185547
	Iteration 0F: 2 clusters Score -511313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -504912.812500 Penalty: 2950.371094
	Iteration 0F: 3 clusters Score -504912.8 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -506844.437500 Penalty: 2950.371094
	Iteration 1F: 3 clusters Score -506844.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -507108.312500 Penalty: 2950.371094
	Iteration 2F: 3 clusters Score -507108.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -507316.593750 Penalty: 2950.371094
	Iteration 3F: 3 clusters Score -507316.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -507494.093750 Penalty: 2950.371094
	Iteration 4Q: 3 clusters Score -507494.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -507650.312500 Penalty: 2950.371094
	Iteration 5Q: 3 clusters Score -507650.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -507798.406250 Penalty: 2950.371094
	Iteration 6Q: 3 clusters Score -507798.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -507950.562500 Penalty: 2950.371094
	Iteration 7Q: 3 clusters Score -507950.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -508088.062500 Penalty: 2950.371094
	Iteration 8Q: 3 clusters Score -508088.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -508228.218750 Penalty: 2950.371094
	Iteration 9Q: 3 clusters Score -508228.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -508411.281250 Penalty: 2950.371094
	Iteration 10Q: 3 clusters Score -508411.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -508606.531250 Penalty: 2950.371094
	Iteration 11Q: 3 clusters Score -508606.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -508813.875000 Penalty: 2950.371094
	Iteration 12Q: 3 clusters Score -508813.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -509005.562500 Penalty: 2950.371094
	Iteration 13Q: 3 clusters Score -509005.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -509205.406250 Penalty: 2950.371094
	Iteration 14Q: 3 clusters Score -509205.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -509391.218750 Penalty: 2950.371094
	Iteration 15Q: 3 clusters Score -509391.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -509590.000000 Penalty: 2950.371094
	Iteration 16Q: 3 clusters Score -509590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -509791.562500 Penalty: 2950.371094
	Iteration 17Q: 3 clusters Score -509791.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -509974.468750 Penalty: 2950.371094
	Iteration 18Q: 3 clusters Score -509974.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510148.343750 Penalty: 2950.371094
	Iteration 19Q: 3 clusters Score -510148.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -510295.437500 Penalty: 2950.371094
	Iteration 20F: 3 clusters Score -510295.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -510424.187500 Penalty: 2950.371094
	Iteration 21Q: 3 clusters Score -510424.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -510525.406250 Penalty: 2950.371094
	Iteration 22Q: 3 clusters Score -510525.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -510590.468750 Penalty: 2950.371094
	Iteration 23Q: 3 clusters Score -510590.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -510628.718750 Penalty: 2950.371094
	Iteration 24Q: 3 clusters Score -510628.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -510655.125000 Penalty: 2950.371094
	Iteration 25Q: 3 clusters Score -510655.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -510676.875000 Penalty: 2950.371094
	Iteration 26Q: 3 clusters Score -510676.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -510691.000000 Penalty: 2950.371094
	Iteration 27Q: 3 clusters Score -510691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -510701.843750 Penalty: 2950.371094
	Iteration 28Q: 3 clusters Score -510701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -510709.093750 Penalty: 2950.371094
	Iteration 29Q: 3 clusters Score -510709.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -510715.000000 Penalty: 2950.371094
	Iteration 30Q: 3 clusters Score -510715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -510718.625000 Penalty: 2950.371094
	Iteration 31Q: 3 clusters Score -510718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -510721.281250 Penalty: 2950.371094
	Iteration 32Q: 3 clusters Score -510721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -510722.812500 Penalty: 2950.371094
	Iteration 33Q: 3 clusters Score -510722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -510723.968750 Penalty: 2950.371094
	Iteration 34Q: 3 clusters Score -510724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -510723.562500 Penalty: 2950.371094
	Iteration 35Q: 3 clusters Score -510723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -510724.937500 Penalty: 2950.371094
	Iteration 36Q: 3 clusters Score -510724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -510725.312500 Penalty: 2950.371094
	Iteration 37Q: 3 clusters Score -510725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -510725.812500 Penalty: 2950.371094
	Iteration 38Q: 3 clusters Score -510725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -510725.468750 Penalty: 2950.371094
	Iteration 39Q: 3 clusters Score -510725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -510725.031250 Penalty: 2950.371094
	Iteration 40F: 3 clusters Score -510725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 3327 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 18 contains 1245 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 9559 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556284.000000 Penalty: 41504.164062
Iteration 39Q: 22 clusters Score -1.055628e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 886 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 10024 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 9404 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 8742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556888.000000 Penalty: 41504.164062
Iteration 40F: 22 clusters Score -1.055689e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 907 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 8956 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557225.000000 Penalty: 41504.164062
Iteration 41Q: 22 clusters Score -1.055722e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 6 contains 8274 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 14849 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 9038 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 8661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557429.000000 Penalty: 41504.164062
Iteration 42Q: 22 clusters Score -1.055743e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 9715 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 14910 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 8631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557643.000000 Penalty: 41504.164062
Iteration 43Q: 22 clusters Score -1.055764e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 927 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 9581 members 
Mstep: Class 12 contains 7074 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 14968 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 9179 members 
Mstep: Class 20 contains 8884 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557924.000000 Penalty: 41504.164062
Iteration 44Q: 22 clusters Score -1.055792e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 930 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 8344 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 9602 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 15046 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 9237 members 
Mstep: Class 20 contains 8774 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 8564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10558133.000000 Penalty: 41504.164062
Iteration 45Q: 22 clusters Score -1.055813e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 932 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 9625 members 
Mstep: Class 12 contains 7248 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 15120 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 8524 members 
Entering Unmasked Estep 
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Score: -10558347.000000 Penalty: 41504.164062
Iteration 46Q: 22 clusters Score -1.055835e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 3752 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 8106 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 9638 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 3537 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 8482 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -1.055847e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 930 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 9661 members 
Mstep: Class 12 contains 7416 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 15 contains 3556 members 
Mstep: Class 16 contains 15252 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 2185 members 
Mstep: Class 22 contains 8437 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.055868e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 932 members 
Mstep: Class 6 contains 8078 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 9154 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 7511 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 15318 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 8396 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.055883e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 939 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 7982 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 7616 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 5242 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 8356 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.055891e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 9361 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 944 members 
Mstep: Class 6 contains 8035 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 9680 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 15455 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 8330 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.055901e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 8932 members 
Mstep: Class 11 contains 9685 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 9593 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 2170 members 
Mstep: Class 22 contains 8299 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.055913e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 9361 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 9699 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 9663 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 8283 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.055928e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 9361 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 7921 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 15700 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 7888 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8266 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.055935e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 9369 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 7938 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 9722 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 5345 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 15768 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 2170 members 
Mstep: Class 22 contains 8251 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.055942e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 9369 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7917 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 8654 members 
Mstep: Class 11 contains 9724 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 15844 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 9864 members 
Mstep: Class 20 contains 7736 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 8234 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.055956e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 9729 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 15913 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 7672 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 8216 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.055961e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 9735 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 16003 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 7616 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 8198 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.05597e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7851 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 9744 members 
Mstep: Class 12 contains 8210 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 16078 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10033 members 
Mstep: Class 20 contains 7572 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 8169 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.055978e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 9378 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 3004 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 9756 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 16152 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 10101 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 8140 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -1.055983e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 9379 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7805 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 8361 members 
Mstep: Class 11 contains 9769 members 
Mstep: Class 12 contains 8258 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 7510 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 8117 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -1.055984e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 16276 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 7491 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 8100 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -1.055989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 3617 members 
Mstep: Class 16 contains 16335 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 7482 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 8082 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -1.055995e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 7785 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 7102 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 16386 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 2261 members 
Mstep: Class 22 contains 8069 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -1.055997e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 7779 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 8195 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 8303 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 5285 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 7458 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 8059 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -1.056002e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 9806 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 16507 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 10264 members 
Mstep: Class 20 contains 7445 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 8046 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -1.056002e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7771 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 8085 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 16580 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 8031 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -1.05601e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 7765 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 6953 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 8030 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 8325 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 16653 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 10326 members 
Mstep: Class 20 contains 7416 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 8022 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -1.056013e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 2126 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 9822 members 
Mstep: Class 12 contains 8334 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 16741 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 8014 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -1.056018e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7753 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 6892 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 9831 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 16820 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 10351 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 8001 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -1.056022e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 9339 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7743 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 7833 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 3402 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 16901 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 7383 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 7990 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -1.056021e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 9851 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 5236 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 16974 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 7977 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -1.056024e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 8 contains 6809 members 
Mstep: Class 9 contains 3099 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5230 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 17044 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 7969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560298.000000 Penalty: 41504.164062
Iteration 73Q: 22 clusters Score -1.05603e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5221 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10425 members 
Mstep: Class 20 contains 7363 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560285.000000 Penalty: 41504.164062
Iteration 74Q: 22 clusters Score -1.056028e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7700 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 7600 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 7947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560328.000000 Penalty: 41504.164062
Iteration 75Q: 22 clusters Score -1.056033e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7692 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 11 contains 9876 members 
Mstep: Class 12 contains 8353 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5234 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 17247 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 7931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560330.000000 Penalty: 41504.164062
Iteration 76Q: 22 clusters Score -1.056033e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 7464 members 
Mstep: Class 11 contains 9881 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 3438 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 7352 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 7923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560378.000000 Penalty: 41504.164062
Iteration 77Q: 22 clusters Score -1.056038e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 9884 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 3441 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 17406 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 22 contains 7925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560429.000000 Penalty: 41504.164062
Iteration 78Q: 22 clusters Score -1.056043e+07 nChanged 238
Entering ConstructFrom: 
Score: -10560429.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (67014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Entering Unmasked Estep 
Score: -3894223.250000 Penalty: 1805.806641
	Iteration 0F: 2 clusters Score -3894223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3849434.500000 Penalty: 3611.613281
	Iteration 0F: 3 clusters Score -3849434 nChanged 31739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -3867817.000000 Penalty: 3611.613281
	Iteration 1F: 3 clusters Score -3867817 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3868385.250000 Penalty: 3611.613281
	Iteration 2Q: 3 clusters Score -3868385 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3869075.500000 Penalty: 3611.613281
	Iteration 3Q: 3 clusters Score -3869076 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -3869840.250000 Penalty: 3611.613281
	Iteration 4Q: 3 clusters Score -3869840 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3870925.250000 Penalty: 3611.613281
	Iteration 5Q: 3 clusters Score -3870925 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3872462.000000 Penalty: 3611.613281
	Iteration 6Q: 3 clusters Score -3872462 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3874535.750000 Penalty: 3611.613281
	Iteration 7F: 3 clusters Score -3874536 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -3877136.000000 Penalty: 3611.613281
	Iteration 8F: 3 clusters Score -3877136 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3879389.500000 Penalty: 3611.613281
	Iteration 9F: 3 clusters Score -3879390 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3880648.250000 Penalty: 3611.613281
	Iteration 10Q: 3 clusters Score -3880648 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -3881126.500000 Penalty: 3611.613281
	Iteration 11Q: 3 clusters Score -3881126 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -3881275.750000 Penalty: 3611.613281
	Iteration 12Q: 3 clusters Score -3881276 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -3881380.000000 Penalty: 3611.613281
	Iteration 13Q: 3 clusters Score -3881380 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -3881474.000000 Penalty: 3611.613281
	Iteration 14Q: 3 clusters Score -3881474 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3881548.000000 Penalty: 3611.613281
	Iteration 15Q: 3 clusters Score -3881548 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -3881666.000000 Penalty: 3611.613281
	Iteration 16Q: 3 clusters Score -3881666 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -3881761.250000 Penalty: 3611.613281
	Iteration 17Q: 3 clusters Score -3881761 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -3881866.750000 Penalty: 3611.613281
	Iteration 18Q: 3 clusters Score -3881867 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -3881982.000000 Penalty: 3611.613281
	Iteration 19Q: 3 clusters Score -3881982 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -3882139.000000 Penalty: 3611.613281
	Iteration 20F: 3 clusters Score -3882139 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -3882288.000000 Penalty: 3611.613281
	Iteration 21Q: 3 clusters Score -3882288 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -3882431.000000 Penalty: 3611.613281
	Iteration 22Q: 3 clusters Score -3882431 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -3882598.000000 Penalty: 3611.613281
	Iteration 23Q: 3 clusters Score -3882598 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -3882788.500000 Penalty: 3611.613281
	Iteration 24Q: 3 clusters Score -3882788 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -3883011.000000 Penalty: 3611.613281
	Iteration 25Q: 3 clusters Score -3883011 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -3883239.000000 Penalty: 3611.613281
	Iteration 26Q: 3 clusters Score -3883239 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -3883511.500000 Penalty: 3611.613281
	Iteration 27Q: 3 clusters Score -3883512 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -3883776.500000 Penalty: 3611.613281
	Iteration 28Q: 3 clusters Score -3883776 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -3884073.750000 Penalty: 3611.613281
	Iteration 29Q: 3 clusters Score -3884074 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -3884406.000000 Penalty: 3611.613281
	Iteration 30Q: 3 clusters Score -3884406 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -3884861.750000 Penalty: 3611.613281
	Iteration 31Q: 3 clusters Score -3884862 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -3885328.500000 Penalty: 3611.613281
	Iteration 32Q: 3 clusters Score -3885328 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -3885826.750000 Penalty: 3611.613281
	Iteration 33Q: 3 clusters Score -3885827 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -3886450.750000 Penalty: 3611.613281
	Iteration 34Q: 3 clusters Score -3886451 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -3887055.000000 Penalty: 3611.613281
	Iteration 35Q: 3 clusters Score -3887055 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -3887682.750000 Penalty: 3611.613281
	Iteration 36Q: 3 clusters Score -3887683 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -3888378.000000 Penalty: 3611.613281
	Iteration 37Q: 3 clusters Score -3888378 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -3889051.500000 Penalty: 3611.613281
	Iteration 38Q: 3 clusters Score -3889052 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -3889695.500000 Penalty: 3611.613281
	Iteration 39Q: 3 clusters Score -3889696 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -3890237.000000 Penalty: 3611.613281
	Iteration 40F: 3 clusters Score -3890237 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -3890784.500000 Penalty: 3611.613281
	Iteration 41Q: 3 clusters Score -3890784 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -3891206.750000 Penalty: 3611.613281
	Iteration 42Q: 3 clusters Score -3891207 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -3891505.750000 Penalty: 3611.613281
	Iteration 43Q: 3 clusters Score -3891506 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -3891764.000000 Penalty: 3611.613281
	Iteration 44Q: 3 clusters Score -3891764 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -3892007.500000 Penalty: 3611.613281
	Iteration 45Q: 3 clusters Score -3892008 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -3892174.000000 Penalty: 3611.613281
	Iteration 46Q: 3 clusters Score -3892174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -3892289.250000 Penalty: 3611.613281
	Iteration 47Q: 3 clusters Score -3892289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -3892352.500000 Penalty: 3611.613281
	Iteration 48Q: 3 clusters Score -3892352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -3892388.750000 Penalty: 3611.613281
	Iteration 49Q: 3 clusters Score -3892389 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -3892434.500000 Penalty: 3611.613281
	Iteration 50Q: 3 clusters Score -3892434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -3892466.000000 Penalty: 3611.613281
	Iteration 51Q: 3 clusters Score -3892466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -3892484.750000 Penalty: 3611.613281
	Iteration 52Q: 3 clusters Score -3892485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -3892502.000000 Penalty: 3611.613281
	Iteration 53Q: 3 clusters Score -3892502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -3892528.750000 Penalty: 3611.613281
	Iteration 54Q: 3 clusters Score -3892529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -3892541.750000 Penalty: 3611.613281
	Iteration 55Q: 3 clusters Score -3892542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -3892555.250000 Penalty: 3611.613281
	Iteration 56Q: 3 clusters Score -3892555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -3892563.500000 Penalty: 3611.613281
	Iteration 57Q: 3 clusters Score -3892564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -3892585.000000 Penalty: 3611.613281
	Iteration 58Q: 3 clusters Score -3892585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -3892587.500000 Penalty: 3611.613281
	Iteration 59Q: 3 clusters Score -3892588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -3892599.750000 Penalty: 3611.613281
	Iteration 60F: 3 clusters Score -3892600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -3892605.750000 Penalty: 3611.613281
	Iteration 61Q: 3 clusters Score -3892606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -3892619.500000 Penalty: 3611.613281
	Iteration 62Q: 3 clusters Score -3892620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -3892628.000000 Penalty: 3611.613281
	Iteration 63Q: 3 clusters Score -3892628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -3892638.750000 Penalty: 3611.613281
	Iteration 64Q: 3 clusters Score -3892639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -3892651.750000 Penalty: 3611.613281
	Iteration 65Q: 3 clusters Score -3892652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -3892652.000000 Penalty: 3611.613281
	Iteration 66Q: 3 clusters Score -3892652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -3892647.750000 Penalty: 3611.613281
	Iteration 67Q: 3 clusters Score -3892648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -3892656.000000 Penalty: 3611.613281
	Iteration 68Q: 3 clusters Score -3892656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -3892655.000000 Penalty: 3611.613281
	Iteration 69Q: 3 clusters Score -3892655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -3892660.750000 Penalty: 3611.613281
	Iteration 70Q: 3 clusters Score -3892661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -3892668.750000 Penalty: 3611.613281
	Iteration 71Q: 3 clusters Score -3892669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -3892668.000000 Penalty: 3611.613281
	Iteration 72Q: 3 clusters Score -3892668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -3892664.750000 Penalty: 3611.613281
	Iteration 73Q: 3 clusters Score -3892665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -3892664.750000 Penalty: 3611.613281
	Iteration 74F: 3 clusters Score -3892665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -300881.750000 Penalty: 1383.229248
	Iteration 0F: 2 clusters Score -300881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -296943.437500 Penalty: 2766.458496
	Iteration 0F: 3 clusters Score -296943.4 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -298036.750000 Penalty: 2766.458496
	Iteration 1F: 3 clusters Score -298036.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -298179.031250 Penalty: 2766.458496
	Iteration 2F: 3 clusters Score -298179 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -298265.687500 Penalty: 2766.458496
	Iteration 3Q: 3 clusters Score -298265.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -298340.750000 Penalty: 2766.458496
	Iteration 4Q: 3 clusters Score -298340.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -298412.093750 Penalty: 2766.458496
	Iteration 5Q: 3 clusters Score -298412.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -298475.718750 Penalty: 2766.458496
	Iteration 6Q: 3 clusters Score -298475.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -298516.062500 Penalty: 2766.458496
	Iteration 7Q: 3 clusters Score -298516.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -298546.375000 Penalty: 2766.458496
	Iteration 8Q: 3 clusters Score -298546.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -298584.812500 Penalty: 2766.458496
	Iteration 9Q: 3 clusters Score -298584.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -298638.125000 Penalty: 2766.458496
	Iteration 10Q: 3 clusters Score -298638.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -298685.812500 Penalty: 2766.458496
	Iteration 11Q: 3 clusters Score -298685.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -298725.250000 Penalty: 2766.458496
	Iteration 12Q: 3 clusters Score -298725.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -298773.656250 Penalty: 2766.458496
	Iteration 13Q: 3 clusters Score -298773.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -298826.718750 Penalty: 2766.458496
	Iteration 14Q: 3 clusters Score -298826.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -298879.781250 Penalty: 2766.458496
	Iteration 15Q: 3 clusters Score -298879.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -298928.281250 Penalty: 2766.458496
	Iteration 16Q: 3 clusters Score -298928.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -298973.875000 Penalty: 2766.458496
	Iteration 17Q: 3 clusters Score -298973.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -299020.125000 Penalty: 2766.458496
	Iteration 18Q: 3 clusters Score -299020.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -299061.156250 Penalty: 2766.458496
	Iteration 19Q: 3 clusters Score -299061.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -299113.187500 Penalty: 2766.458496
	Iteration 20F: 3 clusters Score -299113.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -299164.375000 Penalty: 2766.458496
	Iteration 21Q: 3 clusters Score -299164.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -299214.687500 Penalty: 2766.458496
	Iteration 22Q: 3 clusters Score -299214.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -299256.625000 Penalty: 2766.458496
	Iteration 23Q: 3 clusters Score -299256.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -299299.437500 Penalty: 2766.458496
	Iteration 24Q: 3 clusters Score -299299.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -299330.750000 Penalty: 2766.458496
	Iteration 25Q: 3 clusters Score -299330.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -299367.031250 Penalty: 2766.458496
	Iteration 26Q: 3 clusters Score -299367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -299409.781250 Penalty: 2766.458496
	Iteration 27Q: 3 clusters Score -299409.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -299435.218750 Penalty: 2766.458496
	Iteration 28Q: 3 clusters Score -299435.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -299451.500000 Penalty: 2766.458496
	Iteration 29Q: 3 clusters Score -299451.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -299465.000000 Penalty: 2766.458496
	Iteration 30Q: 3 clusters Score -299465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -299474.968750 Penalty: 2766.458496
	Iteration 31Q: 3 clusters Score -299475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299492.187500 Penalty: 2766.458496
	Iteration 32Q: 3 clusters Score -299492.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -299507.968750 Penalty: 2766.458496
	Iteration 33Q: 3 clusters Score -299508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -299523.718750 Penalty: 2766.458496
	Iteration 34Q: 3 clusters Score -299523.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -299536.531250 Penalty: 2766.458496
	Iteration 35Q: 3 clusters Score -299536.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299549.156250 Penalty: 2766.458496
	Iteration 36Q: 3 clusters Score -299549.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -299562.750000 Penalty: 2766.458496
	Iteration 37Q: 3 clusters Score -299562.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -299582.093750 Penalty: 2766.458496
	Iteration 38Q: 3 clusters Score -299582.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -299601.093750 Penalty: 2766.458496
	Iteration 39Q: 3 clusters Score -299601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -299617.843750 Penalty: 2766.458496
	Iteration 40F: 3 clusters Score -299617.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -299635.781250 Penalty: 2766.458496
	Iteration 41Q: 3 clusters Score -299635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -299647.500000 Penalty: 2766.458496
	Iteration 42Q: 3 clusters Score -299647.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299657.375000 Penalty: 2766.458496
	Iteration 43Q: 3 clusters Score -299657.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -299667.562500 Penalty: 2766.458496
	Iteration 44Q: 3 clusters Score -299667.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -299678.281250 Penalty: 2766.458496
	Iteration 45Q: 3 clusters Score -299678.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -299687.906250 Penalty: 2766.458496
	Iteration 46Q: 3 clusters Score -299687.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -299701.843750 Penalty: 2766.458496
	Iteration 47Q: 3 clusters Score -299701.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -299719.218750 Penalty: 2766.458496
	Iteration 48Q: 3 clusters Score -299719.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -299735.843750 Penalty: 2766.458496
	Iteration 49Q: 3 clusters Score -299735.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -299745.593750 Penalty: 2766.458496
	Iteration 50Q: 3 clusters Score -299745.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -299753.812500 Penalty: 2766.458496
	Iteration 51Q: 3 clusters Score -299753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -299760.968750 Penalty: 2766.458496
	Iteration 52Q: 3 clusters Score -299761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -299763.031250 Penalty: 2766.458496
	Iteration 53Q: 3 clusters Score -299763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -299765.750000 Penalty: 2766.458496
	Iteration 54Q: 3 clusters Score -299765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -299768.000000 Penalty: 2766.458496
	Iteration 55Q: 3 clusters Score -299768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -299771.281250 Penalty: 2766.458496
	Iteration 56Q: 3 clusters Score -299771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -299775.843750 Penalty: 2766.458496
	Iteration 57Q: 3 clusters Score -299775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -299778.187500 Penalty: 2766.458496
	Iteration 58Q: 3 clusters Score -299778.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -299781.906250 Penalty: 2766.458496
	Iteration 59Q: 3 clusters Score -299781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -299787.156250 Penalty: 2766.458496
	Iteration 60F: 3 clusters Score -299787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -299789.468750 Penalty: 2766.458496
	Iteration 61Q: 3 clusters Score -299789.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -299797.093750 Penalty: 2766.458496
	Iteration 62Q: 3 clusters Score -299797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -299805.781250 Penalty: 2766.458496
	Iteration 63Q: 3 clusters Score -299805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -299813.031250 Penalty: 2766.458496
	Iteration 64Q: 3 clusters Score -299813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -299817.781250 Penalty: 2766.458496
	Iteration 65Q: 3 clusters Score -299817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -299822.406250 Penalty: 2766.458496
	Iteration 66Q: 3 clusters Score -299822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -299825.281250 Penalty: 2766.458496
	Iteration 67Q: 3 clusters Score -299825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -299826.250000 Penalty: 2766.458496
	Iteration 68Q: 3 clusters Score -299826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -299827.406250 Penalty: 2766.458496
	Iteration 69Q: 3 clusters Score -299827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -299827.625000 Penalty: 2766.458496
	Iteration 70Q: 3 clusters Score -299827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -299828.312500 Penalty: 2766.458496
	Iteration 71Q: 3 clusters Score -299828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -299829.156250 Penalty: 2766.458496
	Iteration 72Q: 3 clusters Score -299829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -299829.812500 Penalty: 2766.458496
	Iteration 73Q: 3 clusters Score -299829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -299831.250000 Penalty: 2766.458496
	Iteration 74Q: 3 clusters Score -299831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -299831.250000 Penalty: 2766.458496
	Iteration 75F: 3 clusters Score -299831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Entering Unmasked Estep 
Score: -541200.750000 Penalty: 1485.376099
	Iteration 0F: 2 clusters Score -541200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -534420.437500 Penalty: 2970.752197
	Iteration 0F: 3 clusters Score -534420.4 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -536629.625000 Penalty: 2970.752197
	Iteration 1F: 3 clusters Score -536629.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -536913.625000 Penalty: 2970.752197
	Iteration 2F: 3 clusters Score -536913.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -537121.687500 Penalty: 2970.752197
	Iteration 3F: 3 clusters Score -537121.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -537307.500000 Penalty: 2970.752197
	Iteration 4Q: 3 clusters Score -537307.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -537473.312500 Penalty: 2970.752197
	Iteration 5Q: 3 clusters Score -537473.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -537647.437500 Penalty: 2970.752197
	Iteration 6Q: 3 clusters Score -537647.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -537830.062500 Penalty: 2970.752197
	Iteration 7Q: 3 clusters Score -537830.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -538035.062500 Penalty: 2970.752197
	Iteration 8Q: 3 clusters Score -538035.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -538256.562500 Penalty: 2970.752197
	Iteration 9Q: 3 clusters Score -538256.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -538509.437500 Penalty: 2970.752197
	Iteration 10Q: 3 clusters Score -538509.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -538819.750000 Penalty: 2970.752197
	Iteration 11Q: 3 clusters Score -538819.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -539123.187500 Penalty: 2970.752197
	Iteration 12Q: 3 clusters Score -539123.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -539389.500000 Penalty: 2970.752197
	Iteration 13Q: 3 clusters Score -539389.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -539570.062500 Penalty: 2970.752197
	Iteration 14Q: 3 clusters Score -539570.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -539684.625000 Penalty: 2970.752197
	Iteration 15Q: 3 clusters Score -539684.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -539775.750000 Penalty: 2970.752197
	Iteration 16Q: 3 clusters Score -539775.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -539836.687500 Penalty: 2970.752197
	Iteration 17Q: 3 clusters Score -539836.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -539896.937500 Penalty: 2970.752197
	Iteration 18Q: 3 clusters Score -539896.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -539942.750000 Penalty: 2970.752197
	Iteration 19Q: 3 clusters Score -539942.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -539970.375000 Penalty: 2970.752197
	Iteration 20F: 3 clusters Score -539970.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -539995.312500 Penalty: 2970.752197
	Iteration 21Q: 3 clusters Score -539995.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -540012.125000 Penalty: 2970.752197
	Iteration 22Q: 3 clusters Score -540012.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -540022.125000 Penalty: 2970.752197
	Iteration 23Q: 3 clusters Score -540022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -540030.625000 Penalty: 2970.752197
	Iteration 24Q: 3 clusters Score -540030.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -540038.312500 Penalty: 2970.752197
	Iteration 25Q: 3 clusters Score -540038.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -540043.125000 Penalty: 2970.752197
	Iteration 26Q: 3 clusters Score -540043.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -540046.250000 Penalty: 2970.752197
	Iteration 27Q: 3 clusters Score -540046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -540051.375000 Penalty: 2970.752197
	Iteration 28Q: 3 clusters Score -540051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -540053.062500 Penalty: 2970.752197
	Iteration 29Q: 3 clusters Score -540053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -540053.750000 Penalty: 2970.752197
	Iteration 30Q: 3 clusters Score -540053.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -540053.750000 Penalty: 2970.752197
	Iteration 31Q: 3 clusters Score -540053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -540056.437500 Penalty: 2970.752197
	Iteration 32Q: 3 clusters Score -540056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -540056.437500 Penalty: 2970.752197
	Iteration 33Q: 3 clusters Score -540056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -540057.062500 Penalty: 2970.752197
	Iteration 34Q: 3 clusters Score -540057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -540059.312500 Penalty: 2970.752197
	Iteration 35Q: 3 clusters Score -540059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -540062.125000 Penalty: 2970.752197
	Iteration 36Q: 3 clusters Score -540062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -540063.312500 Penalty: 2970.752197
	Iteration 37Q: 3 clusters Score -540063.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -540066.500000 Penalty: 2970.752197
	Iteration 38Q: 3 clusters Score -540066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -540068.062500 Penalty: 2970.752197
	Iteration 39Q: 3 clusters Score -540068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -540068.812500 Penalty: 2970.752197
	Iteration 40F: 3 clusters Score -540068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -540071.312500 Penalty: 2970.752197
	Iteration 41Q: 3 clusters Score -540071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -540071.000000 Penalty: 2970.752197
	Iteration 42Q: 3 clusters Score -540071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -540071.125000 Penalty: 2970.752197
	Iteration 43Q: 3 clusters Score -540071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -540071.500000 Penalty: 2970.752197
	Iteration 44Q: 3 clusters Score -540071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -540072.562500 Penalty: 2970.752197
	Iteration 45Q: 3 clusters Score -540072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -540072.562500 Penalty: 2970.752197
	Iteration 46F: 3 clusters Score -540072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -243549.156250 Penalty: 1354.312622
	Iteration 0F: 2 clusters Score -243549.2 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 2167 members 
Entering Unmasked Estep 
Score: -240093.656250 Penalty: 2708.625244
	Iteration 0F: 3 clusters Score -240093.7 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -241053.484375 Penalty: 2708.625244
	Iteration 1F: 3 clusters Score -241053.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -241244.437500 Penalty: 2708.625244
	Iteration 2F: 3 clusters Score -241244.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -241375.421875 Penalty: 2708.625244
	Iteration 3F: 3 clusters Score -241375.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -241466.515625 Penalty: 2708.625244
	Iteration 4Q: 3 clusters Score -241466.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -241548.859375 Penalty: 2708.625244
	Iteration 5Q: 3 clusters Score -241548.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -241611.062500 Penalty: 2708.625244
	Iteration 6Q: 3 clusters Score -241611.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -241669.437500 Penalty: 2708.625244
	Iteration 7Q: 3 clusters Score -241669.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -241722.812500 Penalty: 2708.625244
	Iteration 8Q: 3 clusters Score -241722.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -241761.765625 Penalty: 2708.625244
	Iteration 9Q: 3 clusters Score -241761.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -241806.390625 Penalty: 2708.625244
	Iteration 10Q: 3 clusters Score -241806.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -241840.843750 Penalty: 2708.625244
	Iteration 11Q: 3 clusters Score -241840.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -241879.875000 Penalty: 2708.625244
	Iteration 12Q: 3 clusters Score -241879.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -241912.140625 Penalty: 2708.625244
	Iteration 13Q: 3 clusters Score -241912.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -241945.281250 Penalty: 2708.625244
	Iteration 14Q: 3 clusters Score -241945.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -241977.500000 Penalty: 2708.625244
	Iteration 15Q: 3 clusters Score -241977.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -242001.656250 Penalty: 2708.625244
	Iteration 16Q: 3 clusters Score -242001.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -242028.640625 Penalty: 2708.625244
	Iteration 17Q: 3 clusters Score -242028.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -242052.296875 Penalty: 2708.625244
	Iteration 18Q: 3 clusters Score -242052.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -242074.765625 Penalty: 2708.625244
	Iteration 19Q: 3 clusters Score -242074.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -242095.843750 Penalty: 2708.625244
	Iteration 20F: 3 clusters Score -242095.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -242123.796875 Penalty: 2708.625244
	Iteration 21Q: 3 clusters Score -242123.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -242151.218750 Penalty: 2708.625244
	Iteration 22Q: 3 clusters Score -242151.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -242167.921875 Penalty: 2708.625244
	Iteration 23Q: 3 clusters Score -242167.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -242177.375000 Penalty: 2708.625244
	Iteration 24Q: 3 clusters Score -242177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -242189.562500 Penalty: 2708.625244
	Iteration 25Q: 3 clusters Score -242189.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -242200.875000 Penalty: 2708.625244
	Iteration 26Q: 3 clusters Score -242200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -242212.812500 Penalty: 2708.625244
	Iteration 27Q: 3 clusters Score -242212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -242229.234375 Penalty: 2708.625244
	Iteration 28Q: 3 clusters Score -242229.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -242248.921875 Penalty: 2708.625244
	Iteration 29Q: 3 clusters Score -242248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -242273.125000 Penalty: 2708.625244
	Iteration 30Q: 3 clusters Score -242273.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -242290.328125 Penalty: 2708.625244
	Iteration 31Q: 3 clusters Score -242290.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -242304.828125 Penalty: 2708.625244
	Iteration 32Q: 3 clusters Score -242304.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -242317.625000 Penalty: 2708.625244
	Iteration 33Q: 3 clusters Score -242317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -242328.390625 Penalty: 2708.625244
	Iteration 34Q: 3 clusters Score -242328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -242336.765625 Penalty: 2708.625244
	Iteration 35Q: 3 clusters Score -242336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -242346.484375 Penalty: 2708.625244
	Iteration 36Q: 3 clusters Score -242346.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -242353.078125 Penalty: 2708.625244
	Iteration 37Q: 3 clusters Score -242353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -242359.265625 Penalty: 2708.625244
	Iteration 38Q: 3 clusters Score -242359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -242364.687500 Penalty: 2708.625244
	Iteration 39Q: 3 clusters Score -242364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -242370.906250 Penalty: 2708.625244
	Iteration 40F: 3 clusters Score -242370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -242378.562500 Penalty: 2708.625244
	Iteration 41Q: 3 clusters Score -242378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -242389.359375 Penalty: 2708.625244
	Iteration 42Q: 3 clusters Score -242389.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -242399.765625 Penalty: 2708.625244
	Iteration 43Q: 3 clusters Score -242399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -242407.843750 Penalty: 2708.625244
	Iteration 44Q: 3 clusters Score -242407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -242413.234375 Penalty: 2708.625244
	Iteration 45Q: 3 clusters Score -242413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -242417.578125 Penalty: 2708.625244
	Iteration 46Q: 3 clusters Score -242417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -242419.421875 Penalty: 2708.625244
	Iteration 47Q: 3 clusters Score -242419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -242421.390625 Penalty: 2708.625244
	Iteration 48Q: 3 clusters Score -242421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -242423.406250 Penalty: 2708.625244
	Iteration 49Q: 3 clusters Score -242423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -242425.312500 Penalty: 2708.625244
	Iteration 50Q: 3 clusters Score -242425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -242427.734375 Penalty: 2708.625244
	Iteration 51Q: 3 clusters Score -242427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -242430.375000 Penalty: 2708.625244
	Iteration 52Q: 3 clusters Score -242430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -242434.187500 Penalty: 2708.625244
	Iteration 53Q: 3 clusters Score -242434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -242435.531250 Penalty: 2708.625244
	Iteration 54Q: 3 clusters Score -242435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -242436.453125 Penalty: 2708.625244
	Iteration 55Q: 3 clusters Score -242436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -242436.453125 Penalty: 2708.625244
	Iteration 56F: 3 clusters Score -242436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -48445.015625 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -48445.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -47074.875000 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -47074.88 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47360.683594 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -47360.68 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -47486.441406 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -47486.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -47525.480469 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -47525.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47551.613281 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -47551.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47570.578125 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -47570.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47586.660156 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -47586.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47599.242188 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -47599.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47607.632812 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -47607.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47614.558594 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -47614.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47622.320312 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -47622.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47634.089844 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -47634.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47642.859375 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -47642.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47649.039062 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -47649.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47652.570312 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -47652.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47652.714844 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -47652.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47652.714844 Penalty: 2239.117188
	Iteration 16F: 3 clusters Score -47652.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -449570.968750 Penalty: 1453.785889
	Iteration 0F: 2 clusters Score -449571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -443842.000000 Penalty: 2907.571777
	Iteration 0F: 3 clusters Score -443842 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -445744.031250 Penalty: 2907.571777
	Iteration 1F: 3 clusters Score -445744 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -446063.625000 Penalty: 2907.571777
	Iteration 2F: 3 clusters Score -446063.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -446316.343750 Penalty: 2907.571777
	Iteration 3F: 3 clusters Score -446316.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -446525.906250 Penalty: 2907.571777
	Iteration 4F: 3 clusters Score -446525.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -446725.062500 Penalty: 2907.571777
	Iteration 5Q: 3 clusters Score -446725.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -446903.718750 Penalty: 2907.571777
	Iteration 6Q: 3 clusters Score -446903.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -447022.250000 Penalty: 2907.571777
	Iteration 7Q: 3 clusters Score -447022.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -447105.031250 Penalty: 2907.571777
	Iteration 8Q: 3 clusters Score -447105 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -447174.625000 Penalty: 2907.571777
	Iteration 9Q: 3 clusters Score -447174.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -447244.500000 Penalty: 2907.571777
	Iteration 10Q: 3 clusters Score -447244.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -447314.437500 Penalty: 2907.571777
	Iteration 11Q: 3 clusters Score -447314.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -447412.281250 Penalty: 2907.571777
	Iteration 12Q: 3 clusters Score -447412.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -447528.375000 Penalty: 2907.571777
	Iteration 13Q: 3 clusters Score -447528.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -447676.031250 Penalty: 2907.571777
	Iteration 14Q: 3 clusters Score -447676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -447825.531250 Penalty: 2907.571777
	Iteration 15Q: 3 clusters Score -447825.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -447961.343750 Penalty: 2907.571777
	Iteration 16Q: 3 clusters Score -447961.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -448064.531250 Penalty: 2907.571777
	Iteration 17Q: 3 clusters Score -448064.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -448137.781250 Penalty: 2907.571777
	Iteration 18Q: 3 clusters Score -448137.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -448200.312500 Penalty: 2907.571777
	Iteration 19Q: 3 clusters Score -448200.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -448246.656250 Penalty: 2907.571777
	Iteration 20F: 3 clusters Score -448246.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -448279.687500 Penalty: 2907.571777
	Iteration 21Q: 3 clusters Score -448279.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -448312.312500 Penalty: 2907.571777
	Iteration 22Q: 3 clusters Score -448312.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -448335.468750 Penalty: 2907.571777
	Iteration 23Q: 3 clusters Score -448335.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -448353.656250 Penalty: 2907.571777
	Iteration 24Q: 3 clusters Score -448353.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -448365.062500 Penalty: 2907.571777
	Iteration 25Q: 3 clusters Score -448365.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -448375.968750 Penalty: 2907.571777
	Iteration 26Q: 3 clusters Score -448376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -448387.093750 Penalty: 2907.571777
	Iteration 27Q: 3 clusters Score -448387.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -448400.906250 Penalty: 2907.571777
	Iteration 28Q: 3 clusters Score -448400.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -448414.562500 Penalty: 2907.571777
	Iteration 29Q: 3 clusters Score -448414.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -448428.781250 Penalty: 2907.571777
	Iteration 30Q: 3 clusters Score -448428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -448441.343750 Penalty: 2907.571777
	Iteration 31Q: 3 clusters Score -448441.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -448451.531250 Penalty: 2907.571777
	Iteration 32Q: 3 clusters Score -448451.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -448461.281250 Penalty: 2907.571777
	Iteration 33Q: 3 clusters Score -448461.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -448475.093750 Penalty: 2907.571777
	Iteration 34Q: 3 clusters Score -448475.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -448491.062500 Penalty: 2907.571777
	Iteration 35Q: 3 clusters Score -448491.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -448503.625000 Penalty: 2907.571777
	Iteration 36Q: 3 clusters Score -448503.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -448516.781250 Penalty: 2907.571777
	Iteration 37Q: 3 clusters Score -448516.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -448526.968750 Penalty: 2907.571777
	Iteration 38Q: 3 clusters Score -448527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -448536.656250 Penalty: 2907.571777
	Iteration 39Q: 3 clusters Score -448536.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -448546.875000 Penalty: 2907.571777
	Iteration 40F: 3 clusters Score -448546.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -448554.031250 Penalty: 2907.571777
	Iteration 41Q: 3 clusters Score -448554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -448561.937500 Penalty: 2907.571777
	Iteration 42Q: 3 clusters Score -448561.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -448568.250000 Penalty: 2907.571777
	Iteration 43Q: 3 clusters Score -448568.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -448573.656250 Penalty: 2907.571777
	Iteration 44Q: 3 clusters Score -448573.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -448578.125000 Penalty: 2907.571777
	Iteration 45Q: 3 clusters Score -448578.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -448584.718750 Penalty: 2907.571777
	Iteration 46Q: 3 clusters Score -448584.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -448592.000000 Penalty: 2907.571777
	Iteration 47Q: 3 clusters Score -448592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -448594.593750 Penalty: 2907.571777
	Iteration 48Q: 3 clusters Score -448594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -448597.125000 Penalty: 2907.571777
	Iteration 49Q: 3 clusters Score -448597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -448599.000000 Penalty: 2907.571777
	Iteration 50Q: 3 clusters Score -448599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -448601.531250 Penalty: 2907.571777
	Iteration 51Q: 3 clusters Score -448601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -448603.718750 Penalty: 2907.571777
	Iteration 52Q: 3 clusters Score -448603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -448605.968750 Penalty: 2907.571777
	Iteration 53Q: 3 clusters Score -448606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -448608.375000 Penalty: 2907.571777
	Iteration 54Q: 3 clusters Score -448608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -448610.968750 Penalty: 2907.571777
	Iteration 55Q: 3 clusters Score -448611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -448613.500000 Penalty: 2907.571777
	Iteration 56Q: 3 clusters Score -448613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -448615.687500 Penalty: 2907.571777
	Iteration 57Q: 3 clusters Score -448615.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -448618.031250 Penalty: 2907.571777
	Iteration 58Q: 3 clusters Score -448618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -448620.218750 Penalty: 2907.571777
	Iteration 59Q: 3 clusters Score -448620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -448621.843750 Penalty: 2907.571777
	Iteration 60F: 3 clusters Score -448621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -448623.343750 Penalty: 2907.571777
	Iteration 61Q: 3 clusters Score -448623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -448625.218750 Penalty: 2907.571777
	Iteration 62Q: 3 clusters Score -448625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -448625.781250 Penalty: 2907.571777
	Iteration 63Q: 3 clusters Score -448625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -448625.718750 Penalty: 2907.571777
	Iteration 64Q: 3 clusters Score -448625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -448627.281250 Penalty: 2907.571777
	Iteration 65Q: 3 clusters Score -448627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -448626.968750 Penalty: 2907.571777
	Iteration 66Q: 3 clusters Score -448627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -448628.562500 Penalty: 2907.571777
	Iteration 67Q: 3 clusters Score -448628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -448629.593750 Penalty: 2907.571777
	Iteration 68Q: 3 clusters Score -448629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -448630.593750 Penalty: 2907.571777
	Iteration 69Q: 3 clusters Score -448630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -448629.343750 Penalty: 2907.571777
	Iteration 70Q: 3 clusters Score -448629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -448631.687500 Penalty: 2907.571777
	Iteration 71Q: 3 clusters Score -448631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -448631.593750 Penalty: 2907.571777
	Iteration 72Q: 3 clusters Score -448631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -448631.593750 Penalty: 2907.571777
	Iteration 73F: 3 clusters Score -448631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -115035.890625 Penalty: 1247.803223
	Iteration 0F: 2 clusters Score -115035.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -112898.054688 Penalty: 2495.606445
	Iteration 0F: 3 clusters Score -112898.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -113387.757812 Penalty: 2495.606445
	Iteration 1F: 3 clusters Score -113387.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -113517.343750 Penalty: 2495.606445
	Iteration 2F: 3 clusters Score -113517.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -113586.296875 Penalty: 2495.606445
	Iteration 3Q: 3 clusters Score -113586.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -113628.695312 Penalty: 2495.606445
	Iteration 4Q: 3 clusters Score -113628.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113656.304688 Penalty: 2495.606445
	Iteration 5Q: 3 clusters Score -113656.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -113681.234375 Penalty: 2495.606445
	Iteration 6Q: 3 clusters Score -113681.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -113702.210938 Penalty: 2495.606445
	Iteration 7Q: 3 clusters Score -113702.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -113713.507812 Penalty: 2495.606445
	Iteration 8Q: 3 clusters Score -113713.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113718.796875 Penalty: 2495.606445
	Iteration 9Q: 3 clusters Score -113718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -113727.234375 Penalty: 2495.606445
	Iteration 10Q: 3 clusters Score -113727.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -113733.765625 Penalty: 2495.606445
	Iteration 11Q: 3 clusters Score -113733.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -113742.937500 Penalty: 2495.606445
	Iteration 12Q: 3 clusters Score -113742.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -113750.851562 Penalty: 2495.606445
	Iteration 13Q: 3 clusters Score -113750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -113757.140625 Penalty: 2495.606445
	Iteration 14Q: 3 clusters Score -113757.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -113764.218750 Penalty: 2495.606445
	Iteration 15Q: 3 clusters Score -113764.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -113772.921875 Penalty: 2495.606445
	Iteration 16Q: 3 clusters Score -113772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -113779.179688 Penalty: 2495.606445
	Iteration 17Q: 3 clusters Score -113779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -113784.406250 Penalty: 2495.606445
	Iteration 18Q: 3 clusters Score -113784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -113791.789062 Penalty: 2495.606445
	Iteration 19Q: 3 clusters Score -113791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -113797.375000 Penalty: 2495.606445
	Iteration 20F: 3 clusters Score -113797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113802.281250 Penalty: 2495.606445
	Iteration 21Q: 3 clusters Score -113802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -113807.835938 Penalty: 2495.606445
	Iteration 22Q: 3 clusters Score -113807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -113812.023438 Penalty: 2495.606445
	Iteration 23Q: 3 clusters Score -113812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -113817.335938 Penalty: 2495.606445
	Iteration 24Q: 3 clusters Score -113817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -113822.273438 Penalty: 2495.606445
	Iteration 25Q: 3 clusters Score -113822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -113825.765625 Penalty: 2495.606445
	Iteration 26Q: 3 clusters Score -113825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -113827.929688 Penalty: 2495.606445
	Iteration 27Q: 3 clusters Score -113827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -113830.390625 Penalty: 2495.606445
	Iteration 28Q: 3 clusters Score -113830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -113833.265625 Penalty: 2495.606445
	Iteration 29Q: 3 clusters Score -113833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -113835.867188 Penalty: 2495.606445
	Iteration 30Q: 3 clusters Score -113835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -113837.734375 Penalty: 2495.606445
	Iteration 31Q: 3 clusters Score -113837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -113838.218750 Penalty: 2495.606445
	Iteration 32Q: 3 clusters Score -113838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -113840.015625 Penalty: 2495.606445
	Iteration 33Q: 3 clusters Score -113840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -113840.203125 Penalty: 2495.606445
	Iteration 34Q: 3 clusters Score -113840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -113840.203125 Penalty: 2495.606445
	Iteration 35F: 3 clusters Score -113840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -383487.437500 Penalty: 1429.601562
	Iteration 0F: 2 clusters Score -383487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -378464.875000 Penalty: 2859.203125
	Iteration 0F: 3 clusters Score -378464.9 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -379920.656250 Penalty: 2859.203125
	Iteration 1F: 3 clusters Score -379920.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -380128.968750 Penalty: 2859.203125
	Iteration 2F: 3 clusters Score -380129 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -380334.937500 Penalty: 2859.203125
	Iteration 3F: 3 clusters Score -380334.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -380607.437500 Penalty: 2859.203125
	Iteration 4F: 3 clusters Score -380607.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -380974.562500 Penalty: 2859.203125
	Iteration 5F: 3 clusters Score -380974.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -381337.687500 Penalty: 2859.203125
	Iteration 6F: 3 clusters Score -381337.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -381610.625000 Penalty: 2859.203125
	Iteration 7F: 3 clusters Score -381610.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -381819.375000 Penalty: 2859.203125
	Iteration 8Q: 3 clusters Score -381819.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -381969.687500 Penalty: 2859.203125
	Iteration 9Q: 3 clusters Score -381969.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -382080.187500 Penalty: 2859.203125
	Iteration 10Q: 3 clusters Score -382080.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -382161.781250 Penalty: 2859.203125
	Iteration 11Q: 3 clusters Score -382161.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -382220.250000 Penalty: 2859.203125
	Iteration 12Q: 3 clusters Score -382220.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -382262.437500 Penalty: 2859.203125
	Iteration 13Q: 3 clusters Score -382262.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -382306.156250 Penalty: 2859.203125
	Iteration 14Q: 3 clusters Score -382306.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -382341.250000 Penalty: 2859.203125
	Iteration 15Q: 3 clusters Score -382341.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -382373.812500 Penalty: 2859.203125
	Iteration 16Q: 3 clusters Score -382373.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -382399.187500 Penalty: 2859.203125
	Iteration 17Q: 3 clusters Score -382399.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -382418.500000 Penalty: 2859.203125
	Iteration 18Q: 3 clusters Score -382418.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -382434.000000 Penalty: 2859.203125
	Iteration 19Q: 3 clusters Score -382434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382449.531250 Penalty: 2859.203125
	Iteration 20F: 3 clusters Score -382449.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -382460.625000 Penalty: 2859.203125
	Iteration 21Q: 3 clusters Score -382460.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -382470.843750 Penalty: 2859.203125
	Iteration 22Q: 3 clusters Score -382470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382479.187500 Penalty: 2859.203125
	Iteration 23Q: 3 clusters Score -382479.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382487.562500 Penalty: 2859.203125
	Iteration 24Q: 3 clusters Score -382487.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -382499.812500 Penalty: 2859.203125
	Iteration 25Q: 3 clusters Score -382499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -382506.843750 Penalty: 2859.203125
	Iteration 26Q: 3 clusters Score -382506.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -382516.968750 Penalty: 2859.203125
	Iteration 27Q: 3 clusters Score -382517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -382528.125000 Penalty: 2859.203125
	Iteration 28Q: 3 clusters Score -382528.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382542.187500 Penalty: 2859.203125
	Iteration 29Q: 3 clusters Score -382542.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -382553.687500 Penalty: 2859.203125
	Iteration 30Q: 3 clusters Score -382553.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -382561.031250 Penalty: 2859.203125
	Iteration 31Q: 3 clusters Score -382561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -382566.812500 Penalty: 2859.203125
	Iteration 32Q: 3 clusters Score -382566.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -382571.437500 Penalty: 2859.203125
	Iteration 33Q: 3 clusters Score -382571.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -382576.437500 Penalty: 2859.203125
	Iteration 34Q: 3 clusters Score -382576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -382578.125000 Penalty: 2859.203125
	Iteration 35Q: 3 clusters Score -382578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -382579.218750 Penalty: 2859.203125
	Iteration 36Q: 3 clusters Score -382579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -382579.218750 Penalty: 2859.203125
	Iteration 37Q: 3 clusters Score -382579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -382580.937500 Penalty: 2859.203125
	Iteration 38Q: 3 clusters Score -382580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -382582.281250 Penalty: 2859.203125
	Iteration 39Q: 3 clusters Score -382582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -382583.500000 Penalty: 2859.203125
	Iteration 40F: 3 clusters Score -382583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382584.937500 Penalty: 2859.203125
	Iteration 41Q: 3 clusters Score -382584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -382586.437500 Penalty: 2859.203125
	Iteration 42Q: 3 clusters Score -382586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -382587.937500 Penalty: 2859.203125
	Iteration 43Q: 3 clusters Score -382587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -382588.875000 Penalty: 2859.203125
	Iteration 44Q: 3 clusters Score -382588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -382589.906250 Penalty: 2859.203125
	Iteration 45Q: 3 clusters Score -382589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -382590.937500 Penalty: 2859.203125
	Iteration 46Q: 3 clusters Score -382590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -382590.562500 Penalty: 2859.203125
	Iteration 47Q: 3 clusters Score -382590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -382590.875000 Penalty: 2859.203125
	Iteration 48Q: 3 clusters Score -382590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382591.312500 Penalty: 2859.203125
	Iteration 49Q: 3 clusters Score -382591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382591.312500 Penalty: 2859.203125
	Iteration 50F: 3 clusters Score -382591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Entering Unmasked Estep 
Score: -189561.765625 Penalty: 1307.460205
	Iteration 0F: 2 clusters Score -189561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -186756.875000 Penalty: 2614.920410
	Iteration 0F: 3 clusters Score -186756.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -187417.406250 Penalty: 2614.920410
	Iteration 1F: 3 clusters Score -187417.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -187550.343750 Penalty: 2614.920410
	Iteration 2F: 3 clusters Score -187550.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -187621.484375 Penalty: 2614.920410
	Iteration 3Q: 3 clusters Score -187621.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -187661.093750 Penalty: 2614.920410
	Iteration 4Q: 3 clusters Score -187661.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -187697.468750 Penalty: 2614.920410
	Iteration 5Q: 3 clusters Score -187697.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -187722.359375 Penalty: 2614.920410
	Iteration 6Q: 3 clusters Score -187722.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -187745.468750 Penalty: 2614.920410
	Iteration 7Q: 3 clusters Score -187745.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -187763.578125 Penalty: 2614.920410
	Iteration 8Q: 3 clusters Score -187763.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -187780.828125 Penalty: 2614.920410
	Iteration 9Q: 3 clusters Score -187780.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -187797.703125 Penalty: 2614.920410
	Iteration 10Q: 3 clusters Score -187797.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -187807.953125 Penalty: 2614.920410
	Iteration 11Q: 3 clusters Score -187808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -187817.031250 Penalty: 2614.920410
	Iteration 12Q: 3 clusters Score -187817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -187826.625000 Penalty: 2614.920410
	Iteration 13Q: 3 clusters Score -187826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -187836.515625 Penalty: 2614.920410
	Iteration 14Q: 3 clusters Score -187836.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -187841.234375 Penalty: 2614.920410
	Iteration 15Q: 3 clusters Score -187841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -187845.859375 Penalty: 2614.920410
	Iteration 16Q: 3 clusters Score -187845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -187848.171875 Penalty: 2614.920410
	Iteration 17Q: 3 clusters Score -187848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -187853.859375 Penalty: 2614.920410
	Iteration 18Q: 3 clusters Score -187853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -187860.203125 Penalty: 2614.920410
	Iteration 19Q: 3 clusters Score -187860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -187866.750000 Penalty: 2614.920410
	Iteration 20F: 3 clusters Score -187866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -187874.078125 Penalty: 2614.920410
	Iteration 21Q: 3 clusters Score -187874.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -187882.687500 Penalty: 2614.920410
	Iteration 22Q: 3 clusters Score -187882.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -187890.703125 Penalty: 2614.920410
	Iteration 23Q: 3 clusters Score -187890.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -187899.140625 Penalty: 2614.920410
	Iteration 24Q: 3 clusters Score -187899.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -187908.109375 Penalty: 2614.920410
	Iteration 25Q: 3 clusters Score -187908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -187913.046875 Penalty: 2614.920410
	Iteration 26Q: 3 clusters Score -187913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -187917.640625 Penalty: 2614.920410
	Iteration 27Q: 3 clusters Score -187917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187920.781250 Penalty: 2614.920410
	Iteration 28Q: 3 clusters Score -187920.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -187926.187500 Penalty: 2614.920410
	Iteration 29Q: 3 clusters Score -187926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -187933.390625 Penalty: 2614.920410
	Iteration 30Q: 3 clusters Score -187933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -187942.843750 Penalty: 2614.920410
	Iteration 31Q: 3 clusters Score -187942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187949.609375 Penalty: 2614.920410
	Iteration 32Q: 3 clusters Score -187949.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -187955.984375 Penalty: 2614.920410
	Iteration 33Q: 3 clusters Score -187956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -187962.671875 Penalty: 2614.920410
	Iteration 34Q: 3 clusters Score -187962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187967.218750 Penalty: 2614.920410
	Iteration 35Q: 3 clusters Score -187967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -187974.078125 Penalty: 2614.920410
	Iteration 36Q: 3 clusters Score -187974.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187981.718750 Penalty: 2614.920410
	Iteration 37Q: 3 clusters Score -187981.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187992.453125 Penalty: 2614.920410
	Iteration 38Q: 3 clusters Score -187992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188001.781250 Penalty: 2614.920410
	Iteration 39Q: 3 clusters Score -188001.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188010.593750 Penalty: 2614.920410
	Iteration 40F: 3 clusters Score -188010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -188020.515625 Penalty: 2614.920410
	Iteration 41Q: 3 clusters Score -188020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188030.500000 Penalty: 2614.920410
	Iteration 42Q: 3 clusters Score -188030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -188037.062500 Penalty: 2614.920410
	Iteration 43Q: 3 clusters Score -188037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188043.078125 Penalty: 2614.920410
	Iteration 44Q: 3 clusters Score -188043.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188050.046875 Penalty: 2614.920410
	Iteration 45Q: 3 clusters Score -188050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188056.703125 Penalty: 2614.920410
	Iteration 46Q: 3 clusters Score -188056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188063.953125 Penalty: 2614.920410
	Iteration 47Q: 3 clusters Score -188064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188075.250000 Penalty: 2614.920410
	Iteration 48Q: 3 clusters Score -188075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -188082.796875 Penalty: 2614.920410
	Iteration 49Q: 3 clusters Score -188082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188086.718750 Penalty: 2614.920410
	Iteration 50Q: 3 clusters Score -188086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188090.453125 Penalty: 2614.920410
	Iteration 51Q: 3 clusters Score -188090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -188093.750000 Penalty: 2614.920410
	Iteration 52Q: 3 clusters Score -188093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -188099.312500 Penalty: 2614.920410
	Iteration 53Q: 3 clusters Score -188099.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188104.265625 Penalty: 2614.920410
	Iteration 54Q: 3 clusters Score -188104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188111.109375 Penalty: 2614.920410
	Iteration 55Q: 3 clusters Score -188111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188116.609375 Penalty: 2614.920410
	Iteration 56Q: 3 clusters Score -188116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -188121.937500 Penalty: 2614.920410
	Iteration 57Q: 3 clusters Score -188121.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188127.562500 Penalty: 2614.920410
	Iteration 58Q: 3 clusters Score -188127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188133.750000 Penalty: 2614.920410
	Iteration 59Q: 3 clusters Score -188133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188139.718750 Penalty: 2614.920410
	Iteration 60F: 3 clusters Score -188139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -188141.875000 Penalty: 2614.920410
	Iteration 61Q: 3 clusters Score -188141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188144.953125 Penalty: 2614.920410
	Iteration 62Q: 3 clusters Score -188145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188147.203125 Penalty: 2614.920410
	Iteration 63Q: 3 clusters Score -188147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188150.734375 Penalty: 2614.920410
	Iteration 64Q: 3 clusters Score -188150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188154.375000 Penalty: 2614.920410
	Iteration 65Q: 3 clusters Score -188154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188156.437500 Penalty: 2614.920410
	Iteration 66Q: 3 clusters Score -188156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188159.984375 Penalty: 2614.920410
	Iteration 67Q: 3 clusters Score -188160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188162.843750 Penalty: 2614.920410
	Iteration 68Q: 3 clusters Score -188162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188164.734375 Penalty: 2614.920410
	Iteration 69Q: 3 clusters Score -188164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188166.125000 Penalty: 2614.920410
	Iteration 70Q: 3 clusters Score -188166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188167.687500 Penalty: 2614.920410
	Iteration 71Q: 3 clusters Score -188167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188169.671875 Penalty: 2614.920410
	Iteration 72Q: 3 clusters Score -188169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188170.625000 Penalty: 2614.920410
	Iteration 73Q: 3 clusters Score -188170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188171.343750 Penalty: 2614.920410
	Iteration 74Q: 3 clusters Score -188171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -188172.718750 Penalty: 2614.920410
	Iteration 75Q: 3 clusters Score -188172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -188173.640625 Penalty: 2614.920410
	Iteration 76Q: 3 clusters Score -188173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188174.078125 Penalty: 2614.920410
	Iteration 77Q: 3 clusters Score -188174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188174.187500 Penalty: 2614.920410
	Iteration 78Q: 3 clusters Score -188174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188174.296875 Penalty: 2614.920410
	Iteration 79Q: 3 clusters Score -188174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -188174.687500 Penalty: 2614.920410
	Iteration 80F: 3 clusters Score -188174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188176.031250 Penalty: 2614.920410
	Iteration 81Q: 3 clusters Score -188176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188178.328125 Penalty: 2614.920410
	Iteration 82Q: 3 clusters Score -188178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188181.734375 Penalty: 2614.920410
	Iteration 83Q: 3 clusters Score -188181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188183.296875 Penalty: 2614.920410
	Iteration 84Q: 3 clusters Score -188183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188184.609375 Penalty: 2614.920410
	Iteration 85Q: 3 clusters Score -188184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188187.171875 Penalty: 2614.920410
	Iteration 86Q: 3 clusters Score -188187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188189.296875 Penalty: 2614.920410
	Iteration 87Q: 3 clusters Score -188189.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188192.484375 Penalty: 2614.920410
	Iteration 88Q: 3 clusters Score -188192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188195.562500 Penalty: 2614.920410
	Iteration 89Q: 3 clusters Score -188195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188197.437500 Penalty: 2614.920410
	Iteration 90Q: 3 clusters Score -188197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188199.796875 Penalty: 2614.920410
	Iteration 91Q: 3 clusters Score -188199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188203.656250 Penalty: 2614.920410
	Iteration 92Q: 3 clusters Score -188203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -188205.312500 Penalty: 2614.920410
	Iteration 93Q: 3 clusters Score -188205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188206.656250 Penalty: 2614.920410
	Iteration 94Q: 3 clusters Score -188206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188206.906250 Penalty: 2614.920410
	Iteration 95Q: 3 clusters Score -188206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188208.593750 Penalty: 2614.920410
	Iteration 96Q: 3 clusters Score -188208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188209.656250 Penalty: 2614.920410
	Iteration 97Q: 3 clusters Score -188209.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -188212.171875 Penalty: 2614.920410
	Iteration 98Q: 3 clusters Score -188212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188213.531250 Penalty: 2614.920410
	Iteration 99Q: 3 clusters Score -188213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188214.750000 Penalty: 2614.920410
	Iteration 100F: 3 clusters Score -188214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188219.750000 Penalty: 2614.920410
	Iteration 101Q: 3 clusters Score -188219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188223.562500 Penalty: 2614.920410
	Iteration 102Q: 3 clusters Score -188223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188229.015625 Penalty: 2614.920410
	Iteration 103Q: 3 clusters Score -188229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -188236.250000 Penalty: 2614.920410
	Iteration 104Q: 3 clusters Score -188236.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188245.796875 Penalty: 2614.920410
	Iteration 105Q: 3 clusters Score -188245.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188254.328125 Penalty: 2614.920410
	Iteration 106Q: 3 clusters Score -188254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -188260.484375 Penalty: 2614.920410
	Iteration 107Q: 3 clusters Score -188260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -188264.734375 Penalty: 2614.920410
	Iteration 108Q: 3 clusters Score -188264.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188268.281250 Penalty: 2614.920410
	Iteration 109Q: 3 clusters Score -188268.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -188271.843750 Penalty: 2614.920410
	Iteration 110Q: 3 clusters Score -188271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188278.093750 Penalty: 2614.920410
	Iteration 111Q: 3 clusters Score -188278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188280.765625 Penalty: 2614.920410
	Iteration 112Q: 3 clusters Score -188280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188283.421875 Penalty: 2614.920410
	Iteration 113Q: 3 clusters Score -188283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188284.359375 Penalty: 2614.920410
	Iteration 114Q: 3 clusters Score -188284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188285.406250 Penalty: 2614.920410
	Iteration 115Q: 3 clusters Score -188285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188286.890625 Penalty: 2614.920410
	Iteration 116Q: 3 clusters Score -188286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188288.125000 Penalty: 2614.920410
	Iteration 117Q: 3 clusters Score -188288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188290.343750 Penalty: 2614.920410
	Iteration 118Q: 3 clusters Score -188290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188292.093750 Penalty: 2614.920410
	Iteration 119Q: 3 clusters Score -188292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188293.437500 Penalty: 2614.920410
	Iteration 120F: 3 clusters Score -188293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -188294.703125 Penalty: 2614.920410
	Iteration 121Q: 3 clusters Score -188294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -188296.703125 Penalty: 2614.920410
	Iteration 122Q: 3 clusters Score -188296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -188297.828125 Penalty: 2614.920410
	Iteration 123Q: 3 clusters Score -188297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -188297.828125 Penalty: 2614.920410
	Iteration 124F: 3 clusters Score -188297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -434887.312500 Penalty: 1446.361328
	Iteration 0F: 2 clusters Score -434887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -429475.406250 Penalty: 2892.722656
	Iteration 0F: 3 clusters Score -429475.4 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -431173.156250 Penalty: 2892.722656
	Iteration 1F: 3 clusters Score -431173.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -431431.343750 Penalty: 2892.722656
	Iteration 2F: 3 clusters Score -431431.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -431639.875000 Penalty: 2892.722656
	Iteration 3F: 3 clusters Score -431639.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -431802.437500 Penalty: 2892.722656
	Iteration 4Q: 3 clusters Score -431802.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -431982.281250 Penalty: 2892.722656
	Iteration 5Q: 3 clusters Score -431982.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -432175.625000 Penalty: 2892.722656
	Iteration 6Q: 3 clusters Score -432175.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -432391.281250 Penalty: 2892.722656
	Iteration 7Q: 3 clusters Score -432391.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -432599.781250 Penalty: 2892.722656
	Iteration 8Q: 3 clusters Score -432599.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -432797.937500 Penalty: 2892.722656
	Iteration 9Q: 3 clusters Score -432797.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -432953.718750 Penalty: 2892.722656
	Iteration 10Q: 3 clusters Score -432953.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -433085.156250 Penalty: 2892.722656
	Iteration 11Q: 3 clusters Score -433085.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -433169.218750 Penalty: 2892.722656
	Iteration 12Q: 3 clusters Score -433169.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -433231.593750 Penalty: 2892.722656
	Iteration 13Q: 3 clusters Score -433231.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -433278.750000 Penalty: 2892.722656
	Iteration 14Q: 3 clusters Score -433278.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -433308.281250 Penalty: 2892.722656
	Iteration 15Q: 3 clusters Score -433308.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -433328.562500 Penalty: 2892.722656
	Iteration 16Q: 3 clusters Score -433328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -433352.812500 Penalty: 2892.722656
	Iteration 17Q: 3 clusters Score -433352.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -433381.406250 Penalty: 2892.722656
	Iteration 18Q: 3 clusters Score -433381.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -433401.968750 Penalty: 2892.722656
	Iteration 19Q: 3 clusters Score -433402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -433414.281250 Penalty: 2892.722656
	Iteration 20F: 3 clusters Score -433414.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -433428.250000 Penalty: 2892.722656
	Iteration 21Q: 3 clusters Score -433428.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -433450.375000 Penalty: 2892.722656
	Iteration 22Q: 3 clusters Score -433450.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -433473.562500 Penalty: 2892.722656
	Iteration 23Q: 3 clusters Score -433473.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -433493.375000 Penalty: 2892.722656
	Iteration 24Q: 3 clusters Score -433493.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -433505.875000 Penalty: 2892.722656
	Iteration 25Q: 3 clusters Score -433505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -433511.937500 Penalty: 2892.722656
	Iteration 26Q: 3 clusters Score -433511.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -433521.156250 Penalty: 2892.722656
	Iteration 27Q: 3 clusters Score -433521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -433528.656250 Penalty: 2892.722656
	Iteration 28Q: 3 clusters Score -433528.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -433535.750000 Penalty: 2892.722656
	Iteration 29Q: 3 clusters Score -433535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -433537.968750 Penalty: 2892.722656
	Iteration 30Q: 3 clusters Score -433538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -433542.750000 Penalty: 2892.722656
	Iteration 31Q: 3 clusters Score -433542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -433545.062500 Penalty: 2892.722656
	Iteration 32Q: 3 clusters Score -433545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -433546.031250 Penalty: 2892.722656
	Iteration 33Q: 3 clusters Score -433546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -433546.843750 Penalty: 2892.722656
	Iteration 34Q: 3 clusters Score -433546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -433547.562500 Penalty: 2892.722656
	Iteration 35Q: 3 clusters Score -433547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -433549.062500 Penalty: 2892.722656
	Iteration 36Q: 3 clusters Score -433549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -433552.156250 Penalty: 2892.722656
	Iteration 37Q: 3 clusters Score -433552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -433554.250000 Penalty: 2892.722656
	Iteration 38Q: 3 clusters Score -433554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -433556.968750 Penalty: 2892.722656
	Iteration 39Q: 3 clusters Score -433557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -433561.937500 Penalty: 2892.722656
	Iteration 40F: 3 clusters Score -433561.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -433568.343750 Penalty: 2892.722656
	Iteration 41Q: 3 clusters Score -433568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -433570.343750 Penalty: 2892.722656
	Iteration 42Q: 3 clusters Score -433570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -433572.718750 Penalty: 2892.722656
	Iteration 43Q: 3 clusters Score -433572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -433574.406250 Penalty: 2892.722656
	Iteration 44Q: 3 clusters Score -433574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -433576.531250 Penalty: 2892.722656
	Iteration 45Q: 3 clusters Score -433576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -433577.937500 Penalty: 2892.722656
	Iteration 46Q: 3 clusters Score -433577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -433577.281250 Penalty: 2892.722656
	Iteration 47Q: 3 clusters Score -433577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -433578.187500 Penalty: 2892.722656
	Iteration 48Q: 3 clusters Score -433578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -433579.281250 Penalty: 2892.722656
	Iteration 49Q: 3 clusters Score -433579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -433580.468750 Penalty: 2892.722656
	Iteration 50Q: 3 clusters Score -433580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -433580.468750 Penalty: 2892.722656
	Iteration 51F: 3 clusters Score -433580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -593761.687500 Penalty: 1494.833740
	Iteration 0F: 2 clusters Score -593761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -586643.375000 Penalty: 2989.667480
	Iteration 0F: 3 clusters Score -586643.4 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -588846.687500 Penalty: 2989.667480
	Iteration 1F: 3 clusters Score -588846.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -589107.937500 Penalty: 2989.667480
	Iteration 2F: 3 clusters Score -589107.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -589335.125000 Penalty: 2989.667480
	Iteration 3F: 3 clusters Score -589335.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -589536.562500 Penalty: 2989.667480
	Iteration 4Q: 3 clusters Score -589536.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -589741.375000 Penalty: 2989.667480
	Iteration 5Q: 3 clusters Score -589741.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -589928.000000 Penalty: 2989.667480
	Iteration 6Q: 3 clusters Score -589928 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -590063.187500 Penalty: 2989.667480
	Iteration 7Q: 3 clusters Score -590063.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -590178.187500 Penalty: 2989.667480
	Iteration 8Q: 3 clusters Score -590178.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -590270.187500 Penalty: 2989.667480
	Iteration 9Q: 3 clusters Score -590270.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -590352.937500 Penalty: 2989.667480
	Iteration 10Q: 3 clusters Score -590352.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -590416.812500 Penalty: 2989.667480
	Iteration 11Q: 3 clusters Score -590416.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -590474.500000 Penalty: 2989.667480
	Iteration 12Q: 3 clusters Score -590474.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -590527.500000 Penalty: 2989.667480
	Iteration 13Q: 3 clusters Score -590527.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -590572.625000 Penalty: 2989.667480
	Iteration 14Q: 3 clusters Score -590572.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -590612.375000 Penalty: 2989.667480
	Iteration 15Q: 3 clusters Score -590612.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -590645.250000 Penalty: 2989.667480
	Iteration 16Q: 3 clusters Score -590645.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -590678.125000 Penalty: 2989.667480
	Iteration 17Q: 3 clusters Score -590678.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -590715.312500 Penalty: 2989.667480
	Iteration 18Q: 3 clusters Score -590715.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -590746.875000 Penalty: 2989.667480
	Iteration 19Q: 3 clusters Score -590746.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -590770.125000 Penalty: 2989.667480
	Iteration 20F: 3 clusters Score -590770.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -590793.062500 Penalty: 2989.667480
	Iteration 21Q: 3 clusters Score -590793.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -590819.062500 Penalty: 2989.667480
	Iteration 22Q: 3 clusters Score -590819.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -590846.750000 Penalty: 2989.667480
	Iteration 23Q: 3 clusters Score -590846.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -590873.187500 Penalty: 2989.667480
	Iteration 24Q: 3 clusters Score -590873.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -590897.500000 Penalty: 2989.667480
	Iteration 25Q: 3 clusters Score -590897.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -590920.937500 Penalty: 2989.667480
	Iteration 26Q: 3 clusters Score -590920.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -590953.875000 Penalty: 2989.667480
	Iteration 27Q: 3 clusters Score -590953.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -590991.312500 Penalty: 2989.667480
	Iteration 28Q: 3 clusters Score -590991.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -591025.875000 Penalty: 2989.667480
	Iteration 29Q: 3 clusters Score -591025.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -591063.687500 Penalty: 2989.667480
	Iteration 30Q: 3 clusters Score -591063.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -591100.562500 Penalty: 2989.667480
	Iteration 31Q: 3 clusters Score -591100.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -591144.125000 Penalty: 2989.667480
	Iteration 32Q: 3 clusters Score -591144.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -591195.875000 Penalty: 2989.667480
	Iteration 33Q: 3 clusters Score -591195.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -591249.125000 Penalty: 2989.667480
	Iteration 34Q: 3 clusters Score -591249.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -591308.437500 Penalty: 2989.667480
	Iteration 35Q: 3 clusters Score -591308.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -591372.812500 Penalty: 2989.667480
	Iteration 36Q: 3 clusters Score -591372.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -591430.375000 Penalty: 2989.667480
	Iteration 37Q: 3 clusters Score -591430.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -591503.250000 Penalty: 2989.667480
	Iteration 38Q: 3 clusters Score -591503.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -591588.187500 Penalty: 2989.667480
	Iteration 39Q: 3 clusters Score -591588.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -591671.750000 Penalty: 2989.667480
	Iteration 40F: 3 clusters Score -591671.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -591756.500000 Penalty: 2989.667480
	Iteration 41Q: 3 clusters Score -591756.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -591851.312500 Penalty: 2989.667480
	Iteration 42Q: 3 clusters Score -591851.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -591931.187500 Penalty: 2989.667480
	Iteration 43Q: 3 clusters Score -591931.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -591985.187500 Penalty: 2989.667480
	Iteration 44Q: 3 clusters Score -591985.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -592047.562500 Penalty: 2989.667480
	Iteration 45Q: 3 clusters Score -592047.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -592112.312500 Penalty: 2989.667480
	Iteration 46Q: 3 clusters Score -592112.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -592164.125000 Penalty: 2989.667480
	Iteration 47Q: 3 clusters Score -592164.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -592206.375000 Penalty: 2989.667480
	Iteration 48Q: 3 clusters Score -592206.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -592241.062500 Penalty: 2989.667480
	Iteration 49Q: 3 clusters Score -592241.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -592271.812500 Penalty: 2989.667480
	Iteration 50Q: 3 clusters Score -592271.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -592309.250000 Penalty: 2989.667480
	Iteration 51Q: 3 clusters Score -592309.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -592353.250000 Penalty: 2989.667480
	Iteration 52Q: 3 clusters Score -592353.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -592392.312500 Penalty: 2989.667480
	Iteration 53Q: 3 clusters Score -592392.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -592422.875000 Penalty: 2989.667480
	Iteration 54Q: 3 clusters Score -592422.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -592446.750000 Penalty: 2989.667480
	Iteration 55Q: 3 clusters Score -592446.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -592467.062500 Penalty: 2989.667480
	Iteration 56Q: 3 clusters Score -592467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -592484.750000 Penalty: 2989.667480
	Iteration 57Q: 3 clusters Score -592484.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -592502.687500 Penalty: 2989.667480
	Iteration 58Q: 3 clusters Score -592502.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -592521.187500 Penalty: 2989.667480
	Iteration 59Q: 3 clusters Score -592521.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -592534.437500 Penalty: 2989.667480
	Iteration 60F: 3 clusters Score -592534.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -592541.187500 Penalty: 2989.667480
	Iteration 61Q: 3 clusters Score -592541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -592547.625000 Penalty: 2989.667480
	Iteration 62Q: 3 clusters Score -592547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -592551.062500 Penalty: 2989.667480
	Iteration 63Q: 3 clusters Score -592551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -592552.937500 Penalty: 2989.667480
	Iteration 64Q: 3 clusters Score -592552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -592555.812500 Penalty: 2989.667480
	Iteration 65Q: 3 clusters Score -592555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -592560.875000 Penalty: 2989.667480
	Iteration 66Q: 3 clusters Score -592560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -592563.750000 Penalty: 2989.667480
	Iteration 67Q: 3 clusters Score -592563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -592565.500000 Penalty: 2989.667480
	Iteration 68Q: 3 clusters Score -592565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -592567.375000 Penalty: 2989.667480
	Iteration 69Q: 3 clusters Score -592567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -592567.875000 Penalty: 2989.667480
	Iteration 70Q: 3 clusters Score -592567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -592567.875000 Penalty: 2989.667480
	Iteration 71F: 3 clusters Score -592567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Entering Unmasked Estep 
Score: -456574.781250 Penalty: 1467.591553
	Iteration 0F: 2 clusters Score -456574.8 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 4143 members 
Entering Unmasked Estep 
Score: -450466.562500 Penalty: 2935.183105
	Iteration 0F: 3 clusters Score -450466.6 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -452300.156250 Penalty: 2935.183105
	Iteration 1F: 3 clusters Score -452300.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -452540.375000 Penalty: 2935.183105
	Iteration 2F: 3 clusters Score -452540.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -452740.562500 Penalty: 2935.183105
	Iteration 3Q: 3 clusters Score -452740.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -452929.468750 Penalty: 2935.183105
	Iteration 4Q: 3 clusters Score -452929.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -453138.218750 Penalty: 2935.183105
	Iteration 5Q: 3 clusters Score -453138.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -453345.718750 Penalty: 2935.183105
	Iteration 6Q: 3 clusters Score -453345.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -453542.125000 Penalty: 2935.183105
	Iteration 7Q: 3 clusters Score -453542.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -453719.500000 Penalty: 2935.183105
	Iteration 8Q: 3 clusters Score -453719.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -453899.625000 Penalty: 2935.183105
	Iteration 9Q: 3 clusters Score -453899.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -454080.781250 Penalty: 2935.183105
	Iteration 10Q: 3 clusters Score -454080.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -454251.000000 Penalty: 2935.183105
	Iteration 11Q: 3 clusters Score -454251 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -454399.781250 Penalty: 2935.183105
	Iteration 12Q: 3 clusters Score -454399.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -454540.125000 Penalty: 2935.183105
	Iteration 13Q: 3 clusters Score -454540.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -454673.437500 Penalty: 2935.183105
	Iteration 14Q: 3 clusters Score -454673.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -454780.000000 Penalty: 2935.183105
	Iteration 15Q: 3 clusters Score -454780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -454862.062500 Penalty: 2935.183105
	Iteration 16Q: 3 clusters Score -454862.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -454962.281250 Penalty: 2935.183105
	Iteration 17Q: 3 clusters Score -454962.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -455060.906250 Penalty: 2935.183105
	Iteration 18Q: 3 clusters Score -455060.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -455138.093750 Penalty: 2935.183105
	Iteration 19Q: 3 clusters Score -455138.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -455188.531250 Penalty: 2935.183105
	Iteration 20F: 3 clusters Score -455188.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -455220.000000 Penalty: 2935.183105
	Iteration 21Q: 3 clusters Score -455220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -455246.781250 Penalty: 2935.183105
	Iteration 22Q: 3 clusters Score -455246.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455264.750000 Penalty: 2935.183105
	Iteration 23Q: 3 clusters Score -455264.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -455279.281250 Penalty: 2935.183105
	Iteration 24Q: 3 clusters Score -455279.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -455296.843750 Penalty: 2935.183105
	Iteration 25Q: 3 clusters Score -455296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -455304.687500 Penalty: 2935.183105
	Iteration 26Q: 3 clusters Score -455304.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -455312.375000 Penalty: 2935.183105
	Iteration 27Q: 3 clusters Score -455312.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -455321.468750 Penalty: 2935.183105
	Iteration 28Q: 3 clusters Score -455321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -455327.781250 Penalty: 2935.183105
	Iteration 29Q: 3 clusters Score -455327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -455338.875000 Penalty: 2935.183105
	Iteration 30Q: 3 clusters Score -455338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -455346.531250 Penalty: 2935.183105
	Iteration 31Q: 3 clusters Score -455346.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -455350.687500 Penalty: 2935.183105
	Iteration 32Q: 3 clusters Score -455350.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -455355.906250 Penalty: 2935.183105
	Iteration 33Q: 3 clusters Score -455355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -455359.468750 Penalty: 2935.183105
	Iteration 34Q: 3 clusters Score -455359.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -455363.406250 Penalty: 2935.183105
	Iteration 35Q: 3 clusters Score -455363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -455368.281250 Penalty: 2935.183105
	Iteration 36Q: 3 clusters Score -455368.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -455374.406250 Penalty: 2935.183105
	Iteration 37Q: 3 clusters Score -455374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -455377.625000 Penalty: 2935.183105
	Iteration 38Q: 3 clusters Score -455377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -455379.312500 Penalty: 2935.183105
	Iteration 39Q: 3 clusters Score -455379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -455382.781250 Penalty: 2935.183105
	Iteration 40F: 3 clusters Score -455382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -455383.406250 Penalty: 2935.183105
	Iteration 41Q: 3 clusters Score -455383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -455385.781250 Penalty: 2935.183105
	Iteration 42Q: 3 clusters Score -455385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -455389.843750 Penalty: 2935.183105
	Iteration 43Q: 3 clusters Score -455389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -455391.687500 Penalty: 2935.183105
	Iteration 44Q: 3 clusters Score -455391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -455394.406250 Penalty: 2935.183105
	Iteration 45Q: 3 clusters Score -455394.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -455397.562500 Penalty: 2935.183105
	Iteration 46Q: 3 clusters Score -455397.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -455401.750000 Penalty: 2935.183105
	Iteration 47Q: 3 clusters Score -455401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -455405.687500 Penalty: 2935.183105
	Iteration 48Q: 3 clusters Score -455405.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -455407.218750 Penalty: 2935.183105
	Iteration 49Q: 3 clusters Score -455407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -455410.343750 Penalty: 2935.183105
	Iteration 50Q: 3 clusters Score -455410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -455411.250000 Penalty: 2935.183105
	Iteration 51Q: 3 clusters Score -455411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -455413.156250 Penalty: 2935.183105
	Iteration 52Q: 3 clusters Score -455413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -455414.093750 Penalty: 2935.183105
	Iteration 53Q: 3 clusters Score -455414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -455416.062500 Penalty: 2935.183105
	Iteration 54Q: 3 clusters Score -455416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -455420.593750 Penalty: 2935.183105
	Iteration 55Q: 3 clusters Score -455420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -455421.875000 Penalty: 2935.183105
	Iteration 56Q: 3 clusters Score -455421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -455425.250000 Penalty: 2935.183105
	Iteration 57Q: 3 clusters Score -455425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -455426.343750 Penalty: 2935.183105
	Iteration 58Q: 3 clusters Score -455426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -455429.250000 Penalty: 2935.183105
	Iteration 59Q: 3 clusters Score -455429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -455431.906250 Penalty: 2935.183105
	Iteration 60F: 3 clusters Score -455431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -455432.937500 Penalty: 2935.183105
	Iteration 61Q: 3 clusters Score -455432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -455433.906250 Penalty: 2935.183105
	Iteration 62Q: 3 clusters Score -455433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -455433.718750 Penalty: 2935.183105
	Iteration 63Q: 3 clusters Score -455433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -455434.562500 Penalty: 2935.183105
	Iteration 64Q: 3 clusters Score -455434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -455434.562500 Penalty: 2935.183105
	Iteration 65F: 3 clusters Score -455434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -216210.515625 Penalty: 1323.368896
	Iteration 0F: 2 clusters Score -216210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -213219.843750 Penalty: 2646.737793
	Iteration 0F: 3 clusters Score -213219.8 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -213975.750000 Penalty: 2646.737793
	Iteration 1F: 3 clusters Score -213975.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -214091.156250 Penalty: 2646.737793
	Iteration 2F: 3 clusters Score -214091.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -214170.703125 Penalty: 2646.737793
	Iteration 3Q: 3 clusters Score -214170.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -214243.078125 Penalty: 2646.737793
	Iteration 4Q: 3 clusters Score -214243.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -214303.578125 Penalty: 2646.737793
	Iteration 5Q: 3 clusters Score -214303.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -214360.656250 Penalty: 2646.737793
	Iteration 6Q: 3 clusters Score -214360.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -214408.937500 Penalty: 2646.737793
	Iteration 7Q: 3 clusters Score -214408.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -214451.546875 Penalty: 2646.737793
	Iteration 8Q: 3 clusters Score -214451.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -214497.562500 Penalty: 2646.737793
	Iteration 9Q: 3 clusters Score -214497.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -214540.609375 Penalty: 2646.737793
	Iteration 10Q: 3 clusters Score -214540.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -214583.359375 Penalty: 2646.737793
	Iteration 11Q: 3 clusters Score -214583.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -214621.203125 Penalty: 2646.737793
	Iteration 12Q: 3 clusters Score -214621.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -214665.703125 Penalty: 2646.737793
	Iteration 13Q: 3 clusters Score -214665.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -214713.781250 Penalty: 2646.737793
	Iteration 14Q: 3 clusters Score -214713.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -214759.718750 Penalty: 2646.737793
	Iteration 15Q: 3 clusters Score -214759.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -214805.671875 Penalty: 2646.737793
	Iteration 16Q: 3 clusters Score -214805.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -214854.500000 Penalty: 2646.737793
	Iteration 17Q: 3 clusters Score -214854.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -214899.625000 Penalty: 2646.737793
	Iteration 18Q: 3 clusters Score -214899.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -214937.062500 Penalty: 2646.737793
	Iteration 19Q: 3 clusters Score -214937.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -214965.781250 Penalty: 2646.737793
	Iteration 20F: 3 clusters Score -214965.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -214987.468750 Penalty: 2646.737793
	Iteration 21Q: 3 clusters Score -214987.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -215010.156250 Penalty: 2646.737793
	Iteration 22Q: 3 clusters Score -215010.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -215027.640625 Penalty: 2646.737793
	Iteration 23Q: 3 clusters Score -215027.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -215044.812500 Penalty: 2646.737793
	Iteration 24Q: 3 clusters Score -215044.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -215061.359375 Penalty: 2646.737793
	Iteration 25Q: 3 clusters Score -215061.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -215085.593750 Penalty: 2646.737793
	Iteration 26Q: 3 clusters Score -215085.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -215105.781250 Penalty: 2646.737793
	Iteration 27Q: 3 clusters Score -215105.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -215124.031250 Penalty: 2646.737793
	Iteration 28Q: 3 clusters Score -215124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -215144.406250 Penalty: 2646.737793
	Iteration 29Q: 3 clusters Score -215144.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -215163.968750 Penalty: 2646.737793
	Iteration 30Q: 3 clusters Score -215164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -215178.656250 Penalty: 2646.737793
	Iteration 31Q: 3 clusters Score -215178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -215193.296875 Penalty: 2646.737793
	Iteration 32Q: 3 clusters Score -215193.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -215204.921875 Penalty: 2646.737793
	Iteration 33Q: 3 clusters Score -215204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -215213.765625 Penalty: 2646.737793
	Iteration 34Q: 3 clusters Score -215213.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -215225.234375 Penalty: 2646.737793
	Iteration 35Q: 3 clusters Score -215225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -215235.406250 Penalty: 2646.737793
	Iteration 36Q: 3 clusters Score -215235.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -215246.656250 Penalty: 2646.737793
	Iteration 37Q: 3 clusters Score -215246.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -215258.921875 Penalty: 2646.737793
	Iteration 38Q: 3 clusters Score -215258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -215272.203125 Penalty: 2646.737793
	Iteration 39Q: 3 clusters Score -215272.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -215285.250000 Penalty: 2646.737793
	Iteration 40F: 3 clusters Score -215285.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -215296.312500 Penalty: 2646.737793
	Iteration 41Q: 3 clusters Score -215296.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -215307.718750 Penalty: 2646.737793
	Iteration 42Q: 3 clusters Score -215307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -215319.203125 Penalty: 2646.737793
	Iteration 43Q: 3 clusters Score -215319.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -215333.218750 Penalty: 2646.737793
	Iteration 44Q: 3 clusters Score -215333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -215348.609375 Penalty: 2646.737793
	Iteration 45Q: 3 clusters Score -215348.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -215358.843750 Penalty: 2646.737793
	Iteration 46Q: 3 clusters Score -215358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -215370.406250 Penalty: 2646.737793
	Iteration 47Q: 3 clusters Score -215370.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -215386.015625 Penalty: 2646.737793
	Iteration 48Q: 3 clusters Score -215386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -215402.656250 Penalty: 2646.737793
	Iteration 49Q: 3 clusters Score -215402.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -215416.687500 Penalty: 2646.737793
	Iteration 50Q: 3 clusters Score -215416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -215423.562500 Penalty: 2646.737793
	Iteration 51Q: 3 clusters Score -215423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -215428.078125 Penalty: 2646.737793
	Iteration 52Q: 3 clusters Score -215428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -215430.312500 Penalty: 2646.737793
	Iteration 53Q: 3 clusters Score -215430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -215436.906250 Penalty: 2646.737793
	Iteration 54Q: 3 clusters Score -215436.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -215441.546875 Penalty: 2646.737793
	Iteration 55Q: 3 clusters Score -215441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -215447.343750 Penalty: 2646.737793
	Iteration 56Q: 3 clusters Score -215447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -215449.015625 Penalty: 2646.737793
	Iteration 57Q: 3 clusters Score -215449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -215449.796875 Penalty: 2646.737793
	Iteration 58Q: 3 clusters Score -215449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -215450.671875 Penalty: 2646.737793
	Iteration 59Q: 3 clusters Score -215450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -215451.171875 Penalty: 2646.737793
	Iteration 60F: 3 clusters Score -215451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -215452.265625 Penalty: 2646.737793
	Iteration 61Q: 3 clusters Score -215452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -215452.265625 Penalty: 2646.737793
	Iteration 62F: 3 clusters Score -215452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -282332.218750 Penalty: 1390.760620
	Iteration 0F: 2 clusters Score -282332.2 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 2572 members 
Entering Unmasked Estep 
Score: -278228.843750 Penalty: 2781.521240
	Iteration 0F: 3 clusters Score -278228.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -279436.281250 Penalty: 2781.521240
	Iteration 1F: 3 clusters Score -279436.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -279612.625000 Penalty: 2781.521240
	Iteration 2F: 3 clusters Score -279612.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -279729.312500 Penalty: 2781.521240
	Iteration 3Q: 3 clusters Score -279729.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -279839.781250 Penalty: 2781.521240
	Iteration 4Q: 3 clusters Score -279839.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -279969.000000 Penalty: 2781.521240
	Iteration 5Q: 3 clusters Score -279969 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -280125.218750 Penalty: 2781.521240
	Iteration 6Q: 3 clusters Score -280125.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -280305.375000 Penalty: 2781.521240
	Iteration 7Q: 3 clusters Score -280305.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -280488.437500 Penalty: 2781.521240
	Iteration 8Q: 3 clusters Score -280488.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -280661.718750 Penalty: 2781.521240
	Iteration 9Q: 3 clusters Score -280661.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -280811.250000 Penalty: 2781.521240
	Iteration 10Q: 3 clusters Score -280811.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280907.281250 Penalty: 2781.521240
	Iteration 11Q: 3 clusters Score -280907.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -281004.562500 Penalty: 2781.521240
	Iteration 12Q: 3 clusters Score -281004.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -281087.125000 Penalty: 2781.521240
	Iteration 13Q: 3 clusters Score -281087.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281165.468750 Penalty: 2781.521240
	Iteration 14Q: 3 clusters Score -281165.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -281225.625000 Penalty: 2781.521240
	Iteration 15Q: 3 clusters Score -281225.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -281278.000000 Penalty: 2781.521240
	Iteration 16Q: 3 clusters Score -281278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281311.687500 Penalty: 2781.521240
	Iteration 17Q: 3 clusters Score -281311.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -281335.937500 Penalty: 2781.521240
	Iteration 18Q: 3 clusters Score -281335.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -281359.093750 Penalty: 2781.521240
	Iteration 19Q: 3 clusters Score -281359.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -281384.531250 Penalty: 2781.521240
	Iteration 20F: 3 clusters Score -281384.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -281405.906250 Penalty: 2781.521240
	Iteration 21Q: 3 clusters Score -281405.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -281425.312500 Penalty: 2781.521240
	Iteration 22Q: 3 clusters Score -281425.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -281436.625000 Penalty: 2781.521240
	Iteration 23Q: 3 clusters Score -281436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -281443.718750 Penalty: 2781.521240
	Iteration 24Q: 3 clusters Score -281443.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -281451.125000 Penalty: 2781.521240
	Iteration 25Q: 3 clusters Score -281451.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -281455.718750 Penalty: 2781.521240
	Iteration 26Q: 3 clusters Score -281455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281460.281250 Penalty: 2781.521240
	Iteration 27Q: 3 clusters Score -281460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -281461.843750 Penalty: 2781.521240
	Iteration 28Q: 3 clusters Score -281461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -281464.312500 Penalty: 2781.521240
	Iteration 29Q: 3 clusters Score -281464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -281465.187500 Penalty: 2781.521240
	Iteration 30Q: 3 clusters Score -281465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -281465.625000 Penalty: 2781.521240
	Iteration 31Q: 3 clusters Score -281465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -281466.625000 Penalty: 2781.521240
	Iteration 32Q: 3 clusters Score -281466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -281466.968750 Penalty: 2781.521240
	Iteration 33Q: 3 clusters Score -281467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -281466.968750 Penalty: 2781.521240
	Iteration 34F: 3 clusters Score -281467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -179851.406250 Penalty: 1331.517334
	Iteration 0F: 2 clusters Score -179851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -176771.062500 Penalty: 2663.034668
	Iteration 0F: 3 clusters Score -176771.1 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -177675.343750 Penalty: 2663.034668
	Iteration 1F: 3 clusters Score -177675.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -177967.609375 Penalty: 2663.034668
	Iteration 2F: 3 clusters Score -177967.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -178209.375000 Penalty: 2663.034668
	Iteration 3F: 3 clusters Score -178209.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -178411.640625 Penalty: 2663.034668
	Iteration 4F: 3 clusters Score -178411.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -178574.421875 Penalty: 2663.034668
	Iteration 5Q: 3 clusters Score -178574.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -178717.296875 Penalty: 2663.034668
	Iteration 6Q: 3 clusters Score -178717.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -178840.812500 Penalty: 2663.034668
	Iteration 7Q: 3 clusters Score -178840.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -178898.468750 Penalty: 2663.034668
	Iteration 8Q: 3 clusters Score -178898.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -178930.687500 Penalty: 2663.034668
	Iteration 9Q: 3 clusters Score -178930.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -178954.421875 Penalty: 2663.034668
	Iteration 10Q: 3 clusters Score -178954.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -178974.984375 Penalty: 2663.034668
	Iteration 11Q: 3 clusters Score -178975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -178994.140625 Penalty: 2663.034668
	Iteration 12Q: 3 clusters Score -178994.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -179001.656250 Penalty: 2663.034668
	Iteration 13Q: 3 clusters Score -179001.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -179014.187500 Penalty: 2663.034668
	Iteration 14Q: 3 clusters Score -179014.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -179029.312500 Penalty: 2663.034668
	Iteration 15Q: 3 clusters Score -179029.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -179040.187500 Penalty: 2663.034668
	Iteration 16Q: 3 clusters Score -179040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -179050.468750 Penalty: 2663.034668
	Iteration 17Q: 3 clusters Score -179050.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -179058.265625 Penalty: 2663.034668
	Iteration 18Q: 3 clusters Score -179058.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -179068.296875 Penalty: 2663.034668
	Iteration 19Q: 3 clusters Score -179068.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -179075.578125 Penalty: 2663.034668
	Iteration 20F: 3 clusters Score -179075.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -179082.609375 Penalty: 2663.034668
	Iteration 21Q: 3 clusters Score -179082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -179087.062500 Penalty: 2663.034668
	Iteration 22Q: 3 clusters Score -179087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -179090.812500 Penalty: 2663.034668
	Iteration 23Q: 3 clusters Score -179090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -179092.890625 Penalty: 2663.034668
	Iteration 24Q: 3 clusters Score -179092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -179094.937500 Penalty: 2663.034668
	Iteration 25Q: 3 clusters Score -179094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -179096.484375 Penalty: 2663.034668
	Iteration 26Q: 3 clusters Score -179096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -179096.687500 Penalty: 2663.034668
	Iteration 27Q: 3 clusters Score -179096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -179096.687500 Penalty: 2663.034668
	Iteration 28F: 3 clusters Score -179096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -1059316.250000 Penalty: 1587.394897
	Iteration 0F: 2 clusters Score -1059316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1047385.125000 Penalty: 3174.789795
	Iteration 0F: 3 clusters Score -1047385 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1051694.000000 Penalty: 3174.789795
	Iteration 1F: 3 clusters Score -1051694 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1052023.375000 Penalty: 3174.789795
	Iteration 2Q: 3 clusters Score -1052023 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1052357.375000 Penalty: 3174.789795
	Iteration 3Q: 3 clusters Score -1052357 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1052716.875000 Penalty: 3174.789795
	Iteration 4Q: 3 clusters Score -1052717 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1053155.625000 Penalty: 3174.789795
	Iteration 5Q: 3 clusters Score -1053156 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1053688.125000 Penalty: 3174.789795
	Iteration 6F: 3 clusters Score -1053688 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1054380.875000 Penalty: 3174.789795
	Iteration 7F: 3 clusters Score -1054381 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1055181.875000 Penalty: 3174.789795
	Iteration 8F: 3 clusters Score -1055182 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1055991.250000 Penalty: 3174.789795
	Iteration 9F: 3 clusters Score -1055991 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1056695.625000 Penalty: 3174.789795
	Iteration 10Q: 3 clusters Score -1056696 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1057234.875000 Penalty: 3174.789795
	Iteration 11Q: 3 clusters Score -1057235 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1057528.750000 Penalty: 3174.789795
	Iteration 12Q: 3 clusters Score -1057529 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1057680.500000 Penalty: 3174.789795
	Iteration 13Q: 3 clusters Score -1057680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1057764.750000 Penalty: 3174.789795
	Iteration 14Q: 3 clusters Score -1057765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1057824.375000 Penalty: 3174.789795
	Iteration 15Q: 3 clusters Score -1057824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1057869.750000 Penalty: 3174.789795
	Iteration 16Q: 3 clusters Score -1057870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1057900.750000 Penalty: 3174.789795
	Iteration 17Q: 3 clusters Score -1057901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1057910.750000 Penalty: 3174.789795
	Iteration 18Q: 3 clusters Score -1057911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1057915.875000 Penalty: 3174.789795
	Iteration 19Q: 3 clusters Score -1057916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1057919.000000 Penalty: 3174.789795
	Iteration 20F: 3 clusters Score -1057919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1057926.500000 Penalty: 3174.789795
	Iteration 21Q: 3 clusters Score -1057926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1057928.625000 Penalty: 3174.789795
	Iteration 22Q: 3 clusters Score -1057929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1057929.750000 Penalty: 3174.789795
	Iteration 23Q: 3 clusters Score -1057930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1057929.750000 Penalty: 3174.789795
	Iteration 24F: 3 clusters Score -1057930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -93162.578125 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -93162.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -91188.968750 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -91188.97 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -91613.445312 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -91613.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -91704.195312 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -91704.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -91751.195312 Penalty: 2448.624268
	Iteration 3Q: 3 clusters Score -91751.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -91783.882812 Penalty: 2448.624268
	Iteration 4Q: 3 clusters Score -91783.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -91817.453125 Penalty: 2448.624268
	Iteration 5Q: 3 clusters Score -91817.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -91840.000000 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -91840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -91857.015625 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -91857.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -91866.453125 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -91866.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -91877.109375 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -91877.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -91886.218750 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -91886.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -91889.578125 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -91889.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -91891.070312 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -91891.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -91892.234375 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -91892.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -91893.742188 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -91893.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -91893.742188 Penalty: 2448.624268
	Iteration 15F: 3 clusters Score -91893.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Entering Unmasked Estep 
Score: -588416.875000 Penalty: 1505.903442
	Iteration 0F: 2 clusters Score -588416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -580931.125000 Penalty: 3011.806885
	Iteration 0F: 3 clusters Score -580931.1 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -583248.250000 Penalty: 3011.806885
	Iteration 1F: 3 clusters Score -583248.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -583466.000000 Penalty: 3011.806885
	Iteration 2F: 3 clusters Score -583466 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -583669.687500 Penalty: 3011.806885
	Iteration 3Q: 3 clusters Score -583669.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -583866.937500 Penalty: 3011.806885
	Iteration 4Q: 3 clusters Score -583866.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -584038.250000 Penalty: 3011.806885
	Iteration 5Q: 3 clusters Score -584038.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -584209.812500 Penalty: 3011.806885
	Iteration 6Q: 3 clusters Score -584209.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -584396.312500 Penalty: 3011.806885
	Iteration 7Q: 3 clusters Score -584396.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -584603.687500 Penalty: 3011.806885
	Iteration 8Q: 3 clusters Score -584603.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -584855.875000 Penalty: 3011.806885
	Iteration 9Q: 3 clusters Score -584855.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -585171.000000 Penalty: 3011.806885
	Iteration 10Q: 3 clusters Score -585171 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -585509.812500 Penalty: 3011.806885
	Iteration 11Q: 3 clusters Score -585509.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -585814.312500 Penalty: 3011.806885
	Iteration 12Q: 3 clusters Score -585814.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -586054.687500 Penalty: 3011.806885
	Iteration 13Q: 3 clusters Score -586054.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -586239.312500 Penalty: 3011.806885
	Iteration 14Q: 3 clusters Score -586239.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -586384.250000 Penalty: 3011.806885
	Iteration 15Q: 3 clusters Score -586384.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -586514.687500 Penalty: 3011.806885
	Iteration 16Q: 3 clusters Score -586514.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -586638.187500 Penalty: 3011.806885
	Iteration 17Q: 3 clusters Score -586638.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -586769.562500 Penalty: 3011.806885
	Iteration 18Q: 3 clusters Score -586769.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -586908.812500 Penalty: 3011.806885
	Iteration 19Q: 3 clusters Score -586908.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -587009.500000 Penalty: 3011.806885
	Iteration 20F: 3 clusters Score -587009.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -587103.375000 Penalty: 3011.806885
	Iteration 21Q: 3 clusters Score -587103.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -587176.187500 Penalty: 3011.806885
	Iteration 22Q: 3 clusters Score -587176.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -587233.062500 Penalty: 3011.806885
	Iteration 23Q: 3 clusters Score -587233.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -587266.062500 Penalty: 3011.806885
	Iteration 24Q: 3 clusters Score -587266.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -587302.625000 Penalty: 3011.806885
	Iteration 25Q: 3 clusters Score -587302.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -587334.875000 Penalty: 3011.806885
	Iteration 26Q: 3 clusters Score -587334.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -587360.750000 Penalty: 3011.806885
	Iteration 27Q: 3 clusters Score -587360.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -587379.000000 Penalty: 3011.806885
	Iteration 28Q: 3 clusters Score -587379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -587392.937500 Penalty: 3011.806885
	Iteration 29Q: 3 clusters Score -587392.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -587407.750000 Penalty: 3011.806885
	Iteration 30Q: 3 clusters Score -587407.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -587422.187500 Penalty: 3011.806885
	Iteration 31Q: 3 clusters Score -587422.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -587430.562500 Penalty: 3011.806885
	Iteration 32Q: 3 clusters Score -587430.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -587440.000000 Penalty: 3011.806885
	Iteration 33Q: 3 clusters Score -587440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -587446.312500 Penalty: 3011.806885
	Iteration 34Q: 3 clusters Score -587446.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -587453.812500 Penalty: 3011.806885
	Iteration 35Q: 3 clusters Score -587453.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -587463.250000 Penalty: 3011.806885
	Iteration 36Q: 3 clusters Score -587463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -587468.687500 Penalty: 3011.806885
	Iteration 37Q: 3 clusters Score -587468.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -587474.875000 Penalty: 3011.806885
	Iteration 38Q: 3 clusters Score -587474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -587476.125000 Penalty: 3011.806885
	Iteration 39Q: 3 clusters Score -587476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -587476.687500 Penalty: 3011.806885
	Iteration 40F: 3 clusters Score -587476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -587478.500000 Penalty: 3011.806885
	Iteration 41Q: 3 clusters Score -587478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -587480.812500 Penalty: 3011.806885
	Iteration 42Q: 3 clusters Score -587480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -587482.187500 Penalty: 3011.806885
	Iteration 43Q: 3 clusters Score -587482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -587482.875000 Penalty: 3011.806885
	Iteration 44Q: 3 clusters Score -587482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -587482.687500 Penalty: 3011.806885
	Iteration 45Q: 3 clusters Score -587482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -587482.687500 Penalty: 3011.806885
	Iteration 46F: 3 clusters Score -587482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -398796.375000 Penalty: 1446.405640
	Iteration 0F: 2 clusters Score -398796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -393343.000000 Penalty: 2892.811279
	Iteration 0F: 3 clusters Score -393343 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -395079.375000 Penalty: 2892.811279
	Iteration 1F: 3 clusters Score -395079.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -395335.187500 Penalty: 2892.811279
	Iteration 2F: 3 clusters Score -395335.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -395548.437500 Penalty: 2892.811279
	Iteration 3F: 3 clusters Score -395548.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -395700.687500 Penalty: 2892.811279
	Iteration 4Q: 3 clusters Score -395700.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -395810.968750 Penalty: 2892.811279
	Iteration 5Q: 3 clusters Score -395811 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -395906.218750 Penalty: 2892.811279
	Iteration 6Q: 3 clusters Score -395906.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -395989.250000 Penalty: 2892.811279
	Iteration 7Q: 3 clusters Score -395989.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -396070.812500 Penalty: 2892.811279
	Iteration 8Q: 3 clusters Score -396070.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -396151.468750 Penalty: 2892.811279
	Iteration 9Q: 3 clusters Score -396151.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -396223.250000 Penalty: 2892.811279
	Iteration 10Q: 3 clusters Score -396223.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -396294.031250 Penalty: 2892.811279
	Iteration 11Q: 3 clusters Score -396294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -396349.531250 Penalty: 2892.811279
	Iteration 12Q: 3 clusters Score -396349.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -396398.531250 Penalty: 2892.811279
	Iteration 13Q: 3 clusters Score -396398.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -396445.906250 Penalty: 2892.811279
	Iteration 14Q: 3 clusters Score -396445.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -396496.562500 Penalty: 2892.811279
	Iteration 15Q: 3 clusters Score -396496.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -396538.375000 Penalty: 2892.811279
	Iteration 16Q: 3 clusters Score -396538.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -396579.906250 Penalty: 2892.811279
	Iteration 17Q: 3 clusters Score -396579.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -396613.312500 Penalty: 2892.811279
	Iteration 18Q: 3 clusters Score -396613.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -396646.500000 Penalty: 2892.811279
	Iteration 19Q: 3 clusters Score -396646.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -396670.156250 Penalty: 2892.811279
	Iteration 20F: 3 clusters Score -396670.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -396686.812500 Penalty: 2892.811279
	Iteration 21Q: 3 clusters Score -396686.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -396700.375000 Penalty: 2892.811279
	Iteration 22Q: 3 clusters Score -396700.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -396712.125000 Penalty: 2892.811279
	Iteration 23Q: 3 clusters Score -396712.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -396720.812500 Penalty: 2892.811279
	Iteration 24Q: 3 clusters Score -396720.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -396727.750000 Penalty: 2892.811279
	Iteration 25Q: 3 clusters Score -396727.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -396736.375000 Penalty: 2892.811279
	Iteration 26Q: 3 clusters Score -396736.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -396746.593750 Penalty: 2892.811279
	Iteration 27Q: 3 clusters Score -396746.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -396758.531250 Penalty: 2892.811279
	Iteration 28Q: 3 clusters Score -396758.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -396770.031250 Penalty: 2892.811279
	Iteration 29Q: 3 clusters Score -396770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -396781.312500 Penalty: 2892.811279
	Iteration 30Q: 3 clusters Score -396781.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -396793.937500 Penalty: 2892.811279
	Iteration 31Q: 3 clusters Score -396793.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -396806.343750 Penalty: 2892.811279
	Iteration 32Q: 3 clusters Score -396806.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -396820.437500 Penalty: 2892.811279
	Iteration 33Q: 3 clusters Score -396820.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -396835.812500 Penalty: 2892.811279
	Iteration 34Q: 3 clusters Score -396835.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -396854.218750 Penalty: 2892.811279
	Iteration 35Q: 3 clusters Score -396854.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -396868.562500 Penalty: 2892.811279
	Iteration 36Q: 3 clusters Score -396868.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -396881.062500 Penalty: 2892.811279
	Iteration 37Q: 3 clusters Score -396881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -396892.843750 Penalty: 2892.811279
	Iteration 38Q: 3 clusters Score -396892.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -396907.593750 Penalty: 2892.811279
	Iteration 39Q: 3 clusters Score -396907.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -396922.750000 Penalty: 2892.811279
	Iteration 40F: 3 clusters Score -396922.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -396935.375000 Penalty: 2892.811279
	Iteration 41Q: 3 clusters Score -396935.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -396943.687500 Penalty: 2892.811279
	Iteration 42Q: 3 clusters Score -396943.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -396951.093750 Penalty: 2892.811279
	Iteration 43Q: 3 clusters Score -396951.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -396960.062500 Penalty: 2892.811279
	Iteration 44Q: 3 clusters Score -396960.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -396969.375000 Penalty: 2892.811279
	Iteration 45Q: 3 clusters Score -396969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -396976.125000 Penalty: 2892.811279
	Iteration 46Q: 3 clusters Score -396976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -396984.937500 Penalty: 2892.811279
	Iteration 47Q: 3 clusters Score -396984.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -396995.750000 Penalty: 2892.811279
	Iteration 48Q: 3 clusters Score -396995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -397003.500000 Penalty: 2892.811279
	Iteration 49Q: 3 clusters Score -397003.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -397010.843750 Penalty: 2892.811279
	Iteration 50Q: 3 clusters Score -397010.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -397020.031250 Penalty: 2892.811279
	Iteration 51Q: 3 clusters Score -397020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -397036.875000 Penalty: 2892.811279
	Iteration 52Q: 3 clusters Score -397036.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -397053.968750 Penalty: 2892.811279
	Iteration 53Q: 3 clusters Score -397054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -397068.968750 Penalty: 2892.811279
	Iteration 54Q: 3 clusters Score -397069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -397078.250000 Penalty: 2892.811279
	Iteration 55Q: 3 clusters Score -397078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -397085.531250 Penalty: 2892.811279
	Iteration 56Q: 3 clusters Score -397085.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -397092.218750 Penalty: 2892.811279
	Iteration 57Q: 3 clusters Score -397092.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -397101.843750 Penalty: 2892.811279
	Iteration 58Q: 3 clusters Score -397101.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -397111.500000 Penalty: 2892.811279
	Iteration 59Q: 3 clusters Score -397111.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -397121.406250 Penalty: 2892.811279
	Iteration 60F: 3 clusters Score -397121.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -397131.375000 Penalty: 2892.811279
	Iteration 61Q: 3 clusters Score -397131.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -397145.250000 Penalty: 2892.811279
	Iteration 62Q: 3 clusters Score -397145.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -397154.125000 Penalty: 2892.811279
	Iteration 63Q: 3 clusters Score -397154.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -397161.187500 Penalty: 2892.811279
	Iteration 64Q: 3 clusters Score -397161.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -397171.187500 Penalty: 2892.811279
	Iteration 65Q: 3 clusters Score -397171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -397183.812500 Penalty: 2892.811279
	Iteration 66Q: 3 clusters Score -397183.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -397200.625000 Penalty: 2892.811279
	Iteration 67Q: 3 clusters Score -397200.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -397222.906250 Penalty: 2892.811279
	Iteration 68Q: 3 clusters Score -397222.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -397248.687500 Penalty: 2892.811279
	Iteration 69Q: 3 clusters Score -397248.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -397284.437500 Penalty: 2892.811279
	Iteration 70Q: 3 clusters Score -397284.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -397311.281250 Penalty: 2892.811279
	Iteration 71Q: 3 clusters Score -397311.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -397331.937500 Penalty: 2892.811279
	Iteration 72Q: 3 clusters Score -397331.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -397348.875000 Penalty: 2892.811279
	Iteration 73Q: 3 clusters Score -397348.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -397362.562500 Penalty: 2892.811279
	Iteration 74Q: 3 clusters Score -397362.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -397374.562500 Penalty: 2892.811279
	Iteration 75Q: 3 clusters Score -397374.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -397398.968750 Penalty: 2892.811279
	Iteration 76Q: 3 clusters Score -397399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -397420.375000 Penalty: 2892.811279
	Iteration 77Q: 3 clusters Score -397420.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -397432.562500 Penalty: 2892.811279
	Iteration 78Q: 3 clusters Score -397432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -397442.562500 Penalty: 2892.811279
	Iteration 79Q: 3 clusters Score -397442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -397450.343750 Penalty: 2892.811279
	Iteration 80F: 3 clusters Score -397450.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -397458.125000 Penalty: 2892.811279
	Iteration 81Q: 3 clusters Score -397458.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -397466.906250 Penalty: 2892.811279
	Iteration 82Q: 3 clusters Score -397466.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -397472.468750 Penalty: 2892.811279
	Iteration 83Q: 3 clusters Score -397472.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -397474.500000 Penalty: 2892.811279
	Iteration 84Q: 3 clusters Score -397474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -397476.875000 Penalty: 2892.811279
	Iteration 85Q: 3 clusters Score -397476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -397477.968750 Penalty: 2892.811279
	Iteration 86Q: 3 clusters Score -397478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -397477.500000 Penalty: 2892.811279
	Iteration 87Q: 3 clusters Score -397477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -397480.343750 Penalty: 2892.811279
	Iteration 88Q: 3 clusters Score -397480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -397482.062500 Penalty: 2892.811279
	Iteration 89Q: 3 clusters Score -397482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -397483.968750 Penalty: 2892.811279
	Iteration 90Q: 3 clusters Score -397484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -397486.250000 Penalty: 2892.811279
	Iteration 91Q: 3 clusters Score -397486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -397488.187500 Penalty: 2892.811279
	Iteration 92Q: 3 clusters Score -397488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -397488.437500 Penalty: 2892.811279
	Iteration 93Q: 3 clusters Score -397488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -397488.250000 Penalty: 2892.811279
	Iteration 94Q: 3 clusters Score -397488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -397488.031250 Penalty: 2892.811279
	Iteration 95Q: 3 clusters Score -397488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -397487.656250 Penalty: 2892.811279
	Iteration 96Q: 3 clusters Score -397487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -397487.656250 Penalty: 2892.811279
	Iteration 97F: 3 clusters Score -397487.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -112125.664062 Penalty: 1261.698120
	Iteration 0F: 2 clusters Score -112125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -109817.976562 Penalty: 2523.396240
	Iteration 0F: 3 clusters Score -109818 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -110433.789062 Penalty: 2523.396240
	Iteration 1F: 3 clusters Score -110433.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -110606.554688 Penalty: 2523.396240
	Iteration 2F: 3 clusters Score -110606.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -110709.492188 Penalty: 2523.396240
	Iteration 3F: 3 clusters Score -110709.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -110777.835938 Penalty: 2523.396240
	Iteration 4Q: 3 clusters Score -110777.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -110836.390625 Penalty: 2523.396240
	Iteration 5Q: 3 clusters Score -110836.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -110889.914062 Penalty: 2523.396240
	Iteration 6Q: 3 clusters Score -110889.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110928.898438 Penalty: 2523.396240
	Iteration 7Q: 3 clusters Score -110928.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110969.882812 Penalty: 2523.396240
	Iteration 8Q: 3 clusters Score -110969.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -111006.789062 Penalty: 2523.396240
	Iteration 9Q: 3 clusters Score -111006.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -111053.429688 Penalty: 2523.396240
	Iteration 10Q: 3 clusters Score -111053.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -111099.765625 Penalty: 2523.396240
	Iteration 11Q: 3 clusters Score -111099.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -111144.078125 Penalty: 2523.396240
	Iteration 12Q: 3 clusters Score -111144.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -111177.132812 Penalty: 2523.396240
	Iteration 13Q: 3 clusters Score -111177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -111207.359375 Penalty: 2523.396240
	Iteration 14Q: 3 clusters Score -111207.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -111234.414062 Penalty: 2523.396240
	Iteration 15Q: 3 clusters Score -111234.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -111253.679688 Penalty: 2523.396240
	Iteration 16Q: 3 clusters Score -111253.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -111274.148438 Penalty: 2523.396240
	Iteration 17Q: 3 clusters Score -111274.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -111294.992188 Penalty: 2523.396240
	Iteration 18Q: 3 clusters Score -111295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -111312.093750 Penalty: 2523.396240
	Iteration 19Q: 3 clusters Score -111312.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -111330.679688 Penalty: 2523.396240
	Iteration 20F: 3 clusters Score -111330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -111344.414062 Penalty: 2523.396240
	Iteration 21Q: 3 clusters Score -111344.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -111354.828125 Penalty: 2523.396240
	Iteration 22Q: 3 clusters Score -111354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -111365.640625 Penalty: 2523.396240
	Iteration 23Q: 3 clusters Score -111365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -111372.296875 Penalty: 2523.396240
	Iteration 24Q: 3 clusters Score -111372.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -111377.117188 Penalty: 2523.396240
	Iteration 25Q: 3 clusters Score -111377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -111379.976562 Penalty: 2523.396240
	Iteration 26Q: 3 clusters Score -111380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111383.109375 Penalty: 2523.396240
	Iteration 27Q: 3 clusters Score -111383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111384.414062 Penalty: 2523.396240
	Iteration 28Q: 3 clusters Score -111384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -111384.820312 Penalty: 2523.396240
	Iteration 29Q: 3 clusters Score -111384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111385.164062 Penalty: 2523.396240
	Iteration 30Q: 3 clusters Score -111385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -111385.648438 Penalty: 2523.396240
	Iteration 31Q: 3 clusters Score -111385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111385.906250 Penalty: 2523.396240
	Iteration 32Q: 3 clusters Score -111385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111387.078125 Penalty: 2523.396240
	Iteration 33Q: 3 clusters Score -111387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -111388.703125 Penalty: 2523.396240
	Iteration 34Q: 3 clusters Score -111388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -111389.671875 Penalty: 2523.396240
	Iteration 35Q: 3 clusters Score -111389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -111390.812500 Penalty: 2523.396240
	Iteration 36Q: 3 clusters Score -111390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -111391.226562 Penalty: 2523.396240
	Iteration 37Q: 3 clusters Score -111391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -111392.109375 Penalty: 2523.396240
	Iteration 38Q: 3 clusters Score -111392.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -111392.781250 Penalty: 2523.396240
	Iteration 39Q: 3 clusters Score -111392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -111392.960938 Penalty: 2523.396240
	Iteration 40F: 3 clusters Score -111393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Entering Unmasked Estep 
Score: -465508.218750 Penalty: 1458.806885
	Iteration 0F: 2 clusters Score -465508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -459648.437500 Penalty: 2917.613770
	Iteration 0F: 3 clusters Score -459648.4 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -461482.125000 Penalty: 2917.613770
	Iteration 1F: 3 clusters Score -461482.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -461685.156250 Penalty: 2917.613770
	Iteration 2F: 3 clusters Score -461685.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -461854.531250 Penalty: 2917.613770
	Iteration 3Q: 3 clusters Score -461854.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -462036.906250 Penalty: 2917.613770
	Iteration 4Q: 3 clusters Score -462036.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -462228.500000 Penalty: 2917.613770
	Iteration 5Q: 3 clusters Score -462228.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -462413.343750 Penalty: 2917.613770
	Iteration 6Q: 3 clusters Score -462413.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -462583.437500 Penalty: 2917.613770
	Iteration 7Q: 3 clusters Score -462583.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -462744.187500 Penalty: 2917.613770
	Iteration 8Q: 3 clusters Score -462744.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -462877.187500 Penalty: 2917.613770
	Iteration 9Q: 3 clusters Score -462877.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -463009.625000 Penalty: 2917.613770
	Iteration 10Q: 3 clusters Score -463009.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -463131.593750 Penalty: 2917.613770
	Iteration 11Q: 3 clusters Score -463131.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -463238.062500 Penalty: 2917.613770
	Iteration 12Q: 3 clusters Score -463238.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -463325.218750 Penalty: 2917.613770
	Iteration 13Q: 3 clusters Score -463325.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -463385.093750 Penalty: 2917.613770
	Iteration 14Q: 3 clusters Score -463385.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -463444.375000 Penalty: 2917.613770
	Iteration 15Q: 3 clusters Score -463444.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -463505.000000 Penalty: 2917.613770
	Iteration 16Q: 3 clusters Score -463505 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -463563.843750 Penalty: 2917.613770
	Iteration 17Q: 3 clusters Score -463563.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -463621.750000 Penalty: 2917.613770
	Iteration 18Q: 3 clusters Score -463621.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -463683.812500 Penalty: 2917.613770
	Iteration 19Q: 3 clusters Score -463683.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -463731.593750 Penalty: 2917.613770
	Iteration 20F: 3 clusters Score -463731.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -463782.468750 Penalty: 2917.613770
	Iteration 21Q: 3 clusters Score -463782.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -463834.312500 Penalty: 2917.613770
	Iteration 22Q: 3 clusters Score -463834.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -463878.375000 Penalty: 2917.613770
	Iteration 23Q: 3 clusters Score -463878.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -463920.625000 Penalty: 2917.613770
	Iteration 24Q: 3 clusters Score -463920.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -463956.937500 Penalty: 2917.613770
	Iteration 25Q: 3 clusters Score -463956.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -463984.500000 Penalty: 2917.613770
	Iteration 26Q: 3 clusters Score -463984.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -464002.812500 Penalty: 2917.613770
	Iteration 27Q: 3 clusters Score -464002.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -464024.968750 Penalty: 2917.613770
	Iteration 28Q: 3 clusters Score -464025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -464038.968750 Penalty: 2917.613770
	Iteration 29Q: 3 clusters Score -464039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -464053.562500 Penalty: 2917.613770
	Iteration 30Q: 3 clusters Score -464053.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -464063.156250 Penalty: 2917.613770
	Iteration 31Q: 3 clusters Score -464063.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -464072.468750 Penalty: 2917.613770
	Iteration 32Q: 3 clusters Score -464072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -464082.343750 Penalty: 2917.613770
	Iteration 33Q: 3 clusters Score -464082.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -464090.468750 Penalty: 2917.613770
	Iteration 34Q: 3 clusters Score -464090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -464094.625000 Penalty: 2917.613770
	Iteration 35Q: 3 clusters Score -464094.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -464100.125000 Penalty: 2917.613770
	Iteration 36Q: 3 clusters Score -464100.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -464110.562500 Penalty: 2917.613770
	Iteration 37Q: 3 clusters Score -464110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -464121.812500 Penalty: 2917.613770
	Iteration 38Q: 3 clusters Score -464121.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -464130.781250 Penalty: 2917.613770
	Iteration 39Q: 3 clusters Score -464130.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -464138.968750 Penalty: 2917.613770
	Iteration 40F: 3 clusters Score -464139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -464143.562500 Penalty: 2917.613770
	Iteration 41Q: 3 clusters Score -464143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -464151.062500 Penalty: 2917.613770
	Iteration 42Q: 3 clusters Score -464151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -464155.406250 Penalty: 2917.613770
	Iteration 43Q: 3 clusters Score -464155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -464160.312500 Penalty: 2917.613770
	Iteration 44Q: 3 clusters Score -464160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -464161.718750 Penalty: 2917.613770
	Iteration 45Q: 3 clusters Score -464161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -464165.000000 Penalty: 2917.613770
	Iteration 46Q: 3 clusters Score -464165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -464168.031250 Penalty: 2917.613770
	Iteration 47Q: 3 clusters Score -464168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -464174.781250 Penalty: 2917.613770
	Iteration 48Q: 3 clusters Score -464174.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -464182.125000 Penalty: 2917.613770
	Iteration 49Q: 3 clusters Score -464182.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -464187.031250 Penalty: 2917.613770
	Iteration 50Q: 3 clusters Score -464187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -464190.843750 Penalty: 2917.613770
	Iteration 51Q: 3 clusters Score -464190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -464192.750000 Penalty: 2917.613770
	Iteration 52Q: 3 clusters Score -464192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -464194.781250 Penalty: 2917.613770
	Iteration 53Q: 3 clusters Score -464194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -464196.687500 Penalty: 2917.613770
	Iteration 54Q: 3 clusters Score -464196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -464200.468750 Penalty: 2917.613770
	Iteration 55Q: 3 clusters Score -464200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -464203.031250 Penalty: 2917.613770
	Iteration 56Q: 3 clusters Score -464203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -464205.343750 Penalty: 2917.613770
	Iteration 57Q: 3 clusters Score -464205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -464206.062500 Penalty: 2917.613770
	Iteration 58Q: 3 clusters Score -464206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -464207.718750 Penalty: 2917.613770
	Iteration 59Q: 3 clusters Score -464207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -464209.593750 Penalty: 2917.613770
	Iteration 60F: 3 clusters Score -464209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -464210.406250 Penalty: 2917.613770
	Iteration 61Q: 3 clusters Score -464210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -464210.500000 Penalty: 2917.613770
	Iteration 62Q: 3 clusters Score -464210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -464210.812500 Penalty: 2917.613770
	Iteration 63Q: 3 clusters Score -464210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -464210.812500 Penalty: 2917.613770
	Iteration 64Q: 3 clusters Score -464210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -464211.687500 Penalty: 2917.613770
	Iteration 65Q: 3 clusters Score -464211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -464211.687500 Penalty: 2917.613770
	Iteration 66F: 3 clusters Score -464211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 20 contains 7339 members 
Mstep: Class 21 contains 2355 members 
Mstep: Class 22 contains 7921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560478.000000 Penalty: 41504.164062
Iteration 79Q: 22 clusters Score -1.056048e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 3126 members 
Mstep: Class 10 contains 7281 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 17538 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10604 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 7915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560484.000000 Penalty: 41504.164062
Iteration 80F: 22 clusters Score -1.056048e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 9320 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 6571 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 9895 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 14 contains 5197 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 7914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560522.000000 Penalty: 41504.164062
Iteration 81Q: 22 clusters Score -1.056052e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 9320 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 6542 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 17675 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10653 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560535.000000 Penalty: 41504.164062
Iteration 82Q: 22 clusters Score -1.056054e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 7111 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 3456 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 3634 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10676 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 7910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560536.000000 Penalty: 41504.164062
Iteration 83Q: 22 clusters Score -1.056054e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7653 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 3457 members 
Mstep: Class 14 contains 5186 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 17777 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10693 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560584.000000 Penalty: 41504.164062
Iteration 84Q: 22 clusters Score -1.056058e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 4201 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 7022 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 8373 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10699 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560580.000000 Penalty: 41504.164062
Iteration 85Q: 22 clusters Score -1.056058e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7647 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 17874 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 10716 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560623.000000 Penalty: 41504.164062
Iteration 86Q: 22 clusters Score -1.056062e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7645 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 10745 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560605.000000 Penalty: 41504.164062
Iteration 87Q: 22 clusters Score -1.05606e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 4201 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 6426 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 6878 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 17975 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560649.000000 Penalty: 41504.164062
Iteration 88Q: 22 clusters Score -1.056065e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 6402 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 6844 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 18015 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 7331 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560659.000000 Penalty: 41504.164062
Iteration 89Q: 22 clusters Score -1.056066e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 6382 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 8382 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 18063 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560656.000000 Penalty: 41504.164062
Iteration 90Q: 22 clusters Score -1.056066e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 9330 members 
Mstep: Class 4 contains 4220 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 18110 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 7882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560644.000000 Penalty: 41504.164062
Iteration 91Q: 22 clusters Score -1.056064e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 9329 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 3139 members 
Mstep: Class 10 contains 6742 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 18166 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10853 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560669.000000 Penalty: 41504.164062
Iteration 92Q: 22 clusters Score -1.056067e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 6311 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 18217 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10876 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560663.000000 Penalty: 41504.164062
Iteration 93Q: 22 clusters Score -1.056066e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 6281 members 
Mstep: Class 9 contains 3139 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 7863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560676.000000 Penalty: 41504.164062
Iteration 94Q: 22 clusters Score -1.056068e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 4241 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7622 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 3139 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 18339 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10915 members 
Mstep: Class 20 contains 7326 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560685.000000 Penalty: 41504.164062
Iteration 95Q: 22 clusters Score -1.056068e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7619 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 6228 members 
Mstep: Class 9 contains 3139 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 18399 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10926 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560709.000000 Penalty: 41504.164062
Iteration 96Q: 22 clusters Score -1.056071e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 18451 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10940 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560738.000000 Penalty: 41504.164062
Iteration 97Q: 22 clusters Score -1.056074e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 18514 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10949 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 22 clusters Score -1.056078e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 9338 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 3142 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 18577 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560771.000000 Penalty: 41504.164062
Iteration 99Q: 22 clusters Score -1.056077e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10965 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560802.000000 Penalty: 41504.164062
Iteration 100F: 22 clusters Score -1.05608e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 2224 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 3142 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 18668 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560810.000000 Penalty: 41504.164062
Iteration 101Q: 22 clusters Score -1.056081e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 3144 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 18703 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10970 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560851.000000 Penalty: 41504.164062
Iteration 102Q: 22 clusters Score -1.056085e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7569 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 18734 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10976 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560853.000000 Penalty: 41504.164062
Iteration 103Q: 22 clusters Score -1.056085e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7559 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 6275 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 18758 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10984 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560852.000000 Penalty: 41504.164062
Iteration 104Q: 22 clusters Score -1.056085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 4341 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 2235 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 18784 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 10990 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560846.000000 Penalty: 41504.164062
Iteration 105Q: 22 clusters Score -1.056085e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7547 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 6225 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 18814 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11002 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560852.000000 Penalty: 41504.164062
Iteration 106Q: 22 clusters Score -1.056085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560823.000000 Penalty: 41504.164062
Iteration 107Q: 22 clusters Score -1.056082e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 6197 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 18849 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11025 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560831.000000 Penalty: 41504.164062
Iteration 108Q: 22 clusters Score -1.056083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 9892 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 5093 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 7313 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560813.000000 Penalty: 41504.164062
Iteration 109Q: 22 clusters Score -1.056081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6177 members 
Mstep: Class 11 contains 9891 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 18886 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11048 members 
Mstep: Class 20 contains 7313 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560854.000000 Penalty: 41504.164062
Iteration 110Q: 22 clusters Score -1.056085e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6168 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 18905 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11059 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560859.000000 Penalty: 41504.164062
Iteration 111Q: 22 clusters Score -1.056086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7529 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11065 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560855.000000 Penalty: 41504.164062
Iteration 112Q: 22 clusters Score -1.056086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 8383 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 11066 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560854.000000 Penalty: 41504.164062
Iteration 113Q: 22 clusters Score -1.056085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 11065 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560873.000000 Penalty: 41504.164062
Iteration 114Q: 22 clusters Score -1.056087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6124 members 
Mstep: Class 11 contains 9892 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 18961 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560891.000000 Penalty: 41504.164062
Iteration 115Q: 22 clusters Score -1.056089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9357 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5101 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 18987 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560891.000000 Penalty: 41504.164062
Iteration 116Q: 22 clusters Score -1.056089e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 2252 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19009 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560881.000000 Penalty: 41504.164062
Iteration 117Q: 22 clusters Score -1.056088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6068 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19036 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11075 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560892.000000 Penalty: 41504.164062
Iteration 118Q: 22 clusters Score -1.056089e+07 nChanged 36
Entering ConstructFrom: 
Score: -10560892.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Entering Unmasked Estep 
Score: -3878839.000000 Penalty: 1805.143433
	Iteration 0F: 2 clusters Score -3878839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3834280.750000 Penalty: 3610.286865
	Iteration 0F: 3 clusters Score -3834281 nChanged 31649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -3853148.000000 Penalty: 3610.286865
	Iteration 1F: 3 clusters Score -3853148 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3854093.750000 Penalty: 3610.286865
	Iteration 2Q: 3 clusters Score -3854094 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3855248.250000 Penalty: 3610.286865
	Iteration 3Q: 3 clusters Score -3855248 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3856683.750000 Penalty: 3610.286865
	Iteration 4Q: 3 clusters Score -3856684 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3858455.000000 Penalty: 3610.286865
	Iteration 5F: 3 clusters Score -3858455 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3860629.000000 Penalty: 3610.286865
	Iteration 6F: 3 clusters Score -3860629 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3863093.000000 Penalty: 3610.286865
	Iteration 7F: 3 clusters Score -3863093 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3865509.250000 Penalty: 3610.286865
	Iteration 8F: 3 clusters Score -3865509 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3867561.750000 Penalty: 3610.286865
	Iteration 9Q: 3 clusters Score -3867562 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3869172.500000 Penalty: 3610.286865
	Iteration 10Q: 3 clusters Score -3869172 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3870268.000000 Penalty: 3610.286865
	Iteration 11Q: 3 clusters Score -3870268 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3871163.000000 Penalty: 3610.286865
	Iteration 12Q: 3 clusters Score -3871163 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3871884.750000 Penalty: 3610.286865
	Iteration 13Q: 3 clusters Score -3871885 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3872586.750000 Penalty: 3610.286865
	Iteration 14Q: 3 clusters Score -3872587 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3873259.750000 Penalty: 3610.286865
	Iteration 15Q: 3 clusters Score -3873260 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3873936.250000 Penalty: 3610.286865
	Iteration 16Q: 3 clusters Score -3873936 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3874594.000000 Penalty: 3610.286865
	Iteration 17Q: 3 clusters Score -3874594 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3875213.750000 Penalty: 3610.286865
	Iteration 18Q: 3 clusters Score -3875214 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3875749.750000 Penalty: 3610.286865
	Iteration 19Q: 3 clusters Score -3875750 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3876166.000000 Penalty: 3610.286865
	Iteration 20F: 3 clusters Score -3876166 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3876439.000000 Penalty: 3610.286865
	Iteration 21Q: 3 clusters Score -3876439 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3876633.250000 Penalty: 3610.286865
	Iteration 22Q: 3 clusters Score -3876633 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3876787.000000 Penalty: 3610.286865
	Iteration 23Q: 3 clusters Score -3876787 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3876892.500000 Penalty: 3610.286865
	Iteration 24Q: 3 clusters Score -3876892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3876986.250000 Penalty: 3610.286865
	Iteration 25Q: 3 clusters Score -3876986 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3877056.250000 Penalty: 3610.286865
	Iteration 26Q: 3 clusters Score -3877056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3877108.000000 Penalty: 3610.286865
	Iteration 27Q: 3 clusters Score -3877108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3877160.000000 Penalty: 3610.286865
	Iteration 28Q: 3 clusters Score -3877160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3877187.750000 Penalty: 3610.286865
	Iteration 29Q: 3 clusters Score -3877188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3877204.250000 Penalty: 3610.286865
	Iteration 30Q: 3 clusters Score -3877204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3877211.500000 Penalty: 3610.286865
	Iteration 31Q: 3 clusters Score -3877212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3877228.250000 Penalty: 3610.286865
	Iteration 32Q: 3 clusters Score -3877228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3877240.500000 Penalty: 3610.286865
	Iteration 33Q: 3 clusters Score -3877240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3877245.250000 Penalty: 3610.286865
	Iteration 34Q: 3 clusters Score -3877245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3877250.500000 Penalty: 3610.286865
	Iteration 35Q: 3 clusters Score -3877250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3877251.250000 Penalty: 3610.286865
	Iteration 36Q: 3 clusters Score -3877251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3877252.750000 Penalty: 3610.286865
	Iteration 37Q: 3 clusters Score -3877253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3877252.250000 Penalty: 3610.286865
	Iteration 38Q: 3 clusters Score -3877252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3877254.000000 Penalty: 3610.286865
	Iteration 39Q: 3 clusters Score -3877254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3877258.500000 Penalty: 3610.286865
	Iteration 40F: 3 clusters Score -3877258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3877267.500000 Penalty: 3610.286865
	Iteration 41Q: 3 clusters Score -3877268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3877275.500000 Penalty: 3610.286865
	Iteration 42Q: 3 clusters Score -3877276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3877278.500000 Penalty: 3610.286865
	Iteration 43Q: 3 clusters Score -3877278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3877277.250000 Penalty: 3610.286865
	Iteration 44Q: 3 clusters Score -3877277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3877282.500000 Penalty: 3610.286865
	Iteration 45Q: 3 clusters Score -3877282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3877282.500000 Penalty: 3610.286865
	Iteration 46Q: 3 clusters Score -3877282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3877288.500000 Penalty: 3610.286865
	Iteration 47Q: 3 clusters Score -3877288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3877287.000000 Penalty: 3610.286865
	Iteration 48Q: 3 clusters Score -3877287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3877285.250000 Penalty: 3610.286865
	Iteration 49Q: 3 clusters Score -3877285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3877285.250000 Penalty: 3610.286865
	Iteration 50F: 3 clusters Score -3877285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -303541.812500 Penalty: 1384.660156
	Iteration 0F: 2 clusters Score -303541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -299543.437500 Penalty: 2769.320312
	Iteration 0F: 3 clusters Score -299543.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -300540.906250 Penalty: 2769.320312
	Iteration 1F: 3 clusters Score -300540.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -300742.156250 Penalty: 2769.320312
	Iteration 2F: 3 clusters Score -300742.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -300903.375000 Penalty: 2769.320312
	Iteration 3F: 3 clusters Score -300903.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -301058.781250 Penalty: 2769.320312
	Iteration 4F: 3 clusters Score -301058.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -301199.500000 Penalty: 2769.320312
	Iteration 5Q: 3 clusters Score -301199.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -301341.156250 Penalty: 2769.320312
	Iteration 6Q: 3 clusters Score -301341.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -301479.187500 Penalty: 2769.320312
	Iteration 7Q: 3 clusters Score -301479.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301606.375000 Penalty: 2769.320312
	Iteration 8Q: 3 clusters Score -301606.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -301734.031250 Penalty: 2769.320312
	Iteration 9Q: 3 clusters Score -301734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -301854.593750 Penalty: 2769.320312
	Iteration 10Q: 3 clusters Score -301854.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -301975.593750 Penalty: 2769.320312
	Iteration 11Q: 3 clusters Score -301975.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -302080.906250 Penalty: 2769.320312
	Iteration 12Q: 3 clusters Score -302080.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -302154.750000 Penalty: 2769.320312
	Iteration 13Q: 3 clusters Score -302154.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -302218.343750 Penalty: 2769.320312
	Iteration 14Q: 3 clusters Score -302218.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -302254.281250 Penalty: 2769.320312
	Iteration 15Q: 3 clusters Score -302254.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -302281.656250 Penalty: 2769.320312
	Iteration 16Q: 3 clusters Score -302281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -302295.375000 Penalty: 2769.320312
	Iteration 17Q: 3 clusters Score -302295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -302304.750000 Penalty: 2769.320312
	Iteration 18Q: 3 clusters Score -302304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -302310.531250 Penalty: 2769.320312
	Iteration 19Q: 3 clusters Score -302310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -302313.718750 Penalty: 2769.320312
	Iteration 20F: 3 clusters Score -302313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -302317.937500 Penalty: 2769.320312
	Iteration 21Q: 3 clusters Score -302317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -302324.500000 Penalty: 2769.320312
	Iteration 22Q: 3 clusters Score -302324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -302327.937500 Penalty: 2769.320312
	Iteration 23Q: 3 clusters Score -302327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -302330.468750 Penalty: 2769.320312
	Iteration 24Q: 3 clusters Score -302330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -302333.781250 Penalty: 2769.320312
	Iteration 25Q: 3 clusters Score -302333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -302336.031250 Penalty: 2769.320312
	Iteration 26Q: 3 clusters Score -302336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -302338.625000 Penalty: 2769.320312
	Iteration 27Q: 3 clusters Score -302338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -302343.218750 Penalty: 2769.320312
	Iteration 28Q: 3 clusters Score -302343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -302349.875000 Penalty: 2769.320312
	Iteration 29Q: 3 clusters Score -302349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -302359.375000 Penalty: 2769.320312
	Iteration 30Q: 3 clusters Score -302359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -302363.468750 Penalty: 2769.320312
	Iteration 31Q: 3 clusters Score -302363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -302367.156250 Penalty: 2769.320312
	Iteration 32Q: 3 clusters Score -302367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -302371.062500 Penalty: 2769.320312
	Iteration 33Q: 3 clusters Score -302371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -302372.718750 Penalty: 2769.320312
	Iteration 34Q: 3 clusters Score -302372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -302372.718750 Penalty: 2769.320312
	Iteration 35F: 3 clusters Score -302372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -542644.062500 Penalty: 1485.897827
	Iteration 0F: 2 clusters Score -542644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -535933.000000 Penalty: 2971.795654
	Iteration 0F: 3 clusters Score -535933 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -538102.187500 Penalty: 2971.795654
	Iteration 1F: 3 clusters Score -538102.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -538439.312500 Penalty: 2971.795654
	Iteration 2F: 3 clusters Score -538439.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -538771.187500 Penalty: 2971.795654
	Iteration 3F: 3 clusters Score -538771.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -539078.375000 Penalty: 2971.795654
	Iteration 4F: 3 clusters Score -539078.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -539415.562500 Penalty: 2971.795654
	Iteration 5F: 3 clusters Score -539415.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -539710.875000 Penalty: 2971.795654
	Iteration 6Q: 3 clusters Score -539710.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -539971.937500 Penalty: 2971.795654
	Iteration 7Q: 3 clusters Score -539971.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -540212.250000 Penalty: 2971.795654
	Iteration 8Q: 3 clusters Score -540212.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -540448.250000 Penalty: 2971.795654
	Iteration 9Q: 3 clusters Score -540448.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -540676.875000 Penalty: 2971.795654
	Iteration 10Q: 3 clusters Score -540676.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -540878.250000 Penalty: 2971.795654
	Iteration 11Q: 3 clusters Score -540878.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -541057.312500 Penalty: 2971.795654
	Iteration 12Q: 3 clusters Score -541057.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -541192.125000 Penalty: 2971.795654
	Iteration 13Q: 3 clusters Score -541192.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -541290.625000 Penalty: 2971.795654
	Iteration 14Q: 3 clusters Score -541290.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -541353.500000 Penalty: 2971.795654
	Iteration 15Q: 3 clusters Score -541353.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -541395.812500 Penalty: 2971.795654
	Iteration 16Q: 3 clusters Score -541395.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541435.062500 Penalty: 2971.795654
	Iteration 17Q: 3 clusters Score -541435.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -541472.812500 Penalty: 2971.795654
	Iteration 18Q: 3 clusters Score -541472.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -541505.000000 Penalty: 2971.795654
	Iteration 19Q: 3 clusters Score -541505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -541529.750000 Penalty: 2971.795654
	Iteration 20F: 3 clusters Score -541529.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -541552.500000 Penalty: 2971.795654
	Iteration 21Q: 3 clusters Score -541552.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -541572.687500 Penalty: 2971.795654
	Iteration 22Q: 3 clusters Score -541572.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -541590.312500 Penalty: 2971.795654
	Iteration 23Q: 3 clusters Score -541590.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -541610.875000 Penalty: 2971.795654
	Iteration 24Q: 3 clusters Score -541610.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -541629.250000 Penalty: 2971.795654
	Iteration 25Q: 3 clusters Score -541629.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -541645.187500 Penalty: 2971.795654
	Iteration 26Q: 3 clusters Score -541645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -541657.125000 Penalty: 2971.795654
	Iteration 27Q: 3 clusters Score -541657.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -541670.875000 Penalty: 2971.795654
	Iteration 28Q: 3 clusters Score -541670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -541685.062500 Penalty: 2971.795654
	Iteration 29Q: 3 clusters Score -541685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -541692.250000 Penalty: 2971.795654
	Iteration 30Q: 3 clusters Score -541692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -541695.937500 Penalty: 2971.795654
	Iteration 31Q: 3 clusters Score -541695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -541697.000000 Penalty: 2971.795654
	Iteration 32Q: 3 clusters Score -541697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -541698.500000 Penalty: 2971.795654
	Iteration 33Q: 3 clusters Score -541698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -541701.500000 Penalty: 2971.795654
	Iteration 34Q: 3 clusters Score -541701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -541704.000000 Penalty: 2971.795654
	Iteration 35Q: 3 clusters Score -541704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -541708.062500 Penalty: 2971.795654
	Iteration 36Q: 3 clusters Score -541708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -541711.062500 Penalty: 2971.795654
	Iteration 37Q: 3 clusters Score -541711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -541711.312500 Penalty: 2971.795654
	Iteration 38Q: 3 clusters Score -541711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -541712.062500 Penalty: 2971.795654
	Iteration 39Q: 3 clusters Score -541712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -541714.812500 Penalty: 2971.795654
	Iteration 40F: 3 clusters Score -541714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -541717.062500 Penalty: 2971.795654
	Iteration 41Q: 3 clusters Score -541717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -541719.812500 Penalty: 2971.795654
	Iteration 42Q: 3 clusters Score -541719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -541725.437500 Penalty: 2971.795654
	Iteration 43Q: 3 clusters Score -541725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -541727.500000 Penalty: 2971.795654
	Iteration 44Q: 3 clusters Score -541727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -541729.312500 Penalty: 2971.795654
	Iteration 45Q: 3 clusters Score -541729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -541730.437500 Penalty: 2971.795654
	Iteration 46Q: 3 clusters Score -541730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -541729.937500 Penalty: 2971.795654
	Iteration 47Q: 3 clusters Score -541729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -541732.375000 Penalty: 2971.795654
	Iteration 48Q: 3 clusters Score -541732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -541732.500000 Penalty: 2971.795654
	Iteration 49Q: 3 clusters Score -541732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -541732.812500 Penalty: 2971.795654
	Iteration 50Q: 3 clusters Score -541732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -541732.812500 Penalty: 2971.795654
	Iteration 51F: 3 clusters Score -541732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -255391.343750 Penalty: 1362.233521
	Iteration 0F: 2 clusters Score -255391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -251812.687500 Penalty: 2724.467041
	Iteration 0F: 3 clusters Score -251812.7 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -252848.390625 Penalty: 2724.467041
	Iteration 1F: 3 clusters Score -252848.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -253026.359375 Penalty: 2724.467041
	Iteration 2F: 3 clusters Score -253026.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -253150.234375 Penalty: 2724.467041
	Iteration 3F: 3 clusters Score -253150.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -253234.093750 Penalty: 2724.467041
	Iteration 4Q: 3 clusters Score -253234.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -253302.062500 Penalty: 2724.467041
	Iteration 5Q: 3 clusters Score -253302.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -253347.296875 Penalty: 2724.467041
	Iteration 6Q: 3 clusters Score -253347.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -253379.171875 Penalty: 2724.467041
	Iteration 7Q: 3 clusters Score -253379.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -253410.890625 Penalty: 2724.467041
	Iteration 8Q: 3 clusters Score -253410.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -253435.265625 Penalty: 2724.467041
	Iteration 9Q: 3 clusters Score -253435.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -253458.859375 Penalty: 2724.467041
	Iteration 10Q: 3 clusters Score -253458.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -253485.390625 Penalty: 2724.467041
	Iteration 11Q: 3 clusters Score -253485.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -253509.828125 Penalty: 2724.467041
	Iteration 12Q: 3 clusters Score -253509.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -253536.500000 Penalty: 2724.467041
	Iteration 13Q: 3 clusters Score -253536.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -253558.218750 Penalty: 2724.467041
	Iteration 14Q: 3 clusters Score -253558.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -253574.453125 Penalty: 2724.467041
	Iteration 15Q: 3 clusters Score -253574.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -253596.093750 Penalty: 2724.467041
	Iteration 16Q: 3 clusters Score -253596.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -253613.265625 Penalty: 2724.467041
	Iteration 17Q: 3 clusters Score -253613.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -253630.656250 Penalty: 2724.467041
	Iteration 18Q: 3 clusters Score -253630.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -253650.750000 Penalty: 2724.467041
	Iteration 19Q: 3 clusters Score -253650.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -253670.390625 Penalty: 2724.467041
	Iteration 20F: 3 clusters Score -253670.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -253685.078125 Penalty: 2724.467041
	Iteration 21Q: 3 clusters Score -253685.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -253704.828125 Penalty: 2724.467041
	Iteration 22Q: 3 clusters Score -253704.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -253724.843750 Penalty: 2724.467041
	Iteration 23Q: 3 clusters Score -253724.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -253739.734375 Penalty: 2724.467041
	Iteration 24Q: 3 clusters Score -253739.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -253752.953125 Penalty: 2724.467041
	Iteration 25Q: 3 clusters Score -253753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -253766.437500 Penalty: 2724.467041
	Iteration 26Q: 3 clusters Score -253766.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -253784.218750 Penalty: 2724.467041
	Iteration 27Q: 3 clusters Score -253784.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -253801.718750 Penalty: 2724.467041
	Iteration 28Q: 3 clusters Score -253801.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -253817.390625 Penalty: 2724.467041
	Iteration 29Q: 3 clusters Score -253817.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -253839.328125 Penalty: 2724.467041
	Iteration 30Q: 3 clusters Score -253839.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -253865.531250 Penalty: 2724.467041
	Iteration 31Q: 3 clusters Score -253865.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -253883.421875 Penalty: 2724.467041
	Iteration 32Q: 3 clusters Score -253883.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -253899.421875 Penalty: 2724.467041
	Iteration 33Q: 3 clusters Score -253899.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253922.328125 Penalty: 2724.467041
	Iteration 34Q: 3 clusters Score -253922.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253950.875000 Penalty: 2724.467041
	Iteration 35Q: 3 clusters Score -253950.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253973.375000 Penalty: 2724.467041
	Iteration 36Q: 3 clusters Score -253973.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253995.937500 Penalty: 2724.467041
	Iteration 37Q: 3 clusters Score -253995.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -254016.609375 Penalty: 2724.467041
	Iteration 38Q: 3 clusters Score -254016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254031.796875 Penalty: 2724.467041
	Iteration 39Q: 3 clusters Score -254031.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254045.968750 Penalty: 2724.467041
	Iteration 40F: 3 clusters Score -254046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -254059.046875 Penalty: 2724.467041
	Iteration 41Q: 3 clusters Score -254059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -254072.078125 Penalty: 2724.467041
	Iteration 42Q: 3 clusters Score -254072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -254085.562500 Penalty: 2724.467041
	Iteration 43Q: 3 clusters Score -254085.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -254097.453125 Penalty: 2724.467041
	Iteration 44Q: 3 clusters Score -254097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -254108.468750 Penalty: 2724.467041
	Iteration 45Q: 3 clusters Score -254108.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -254117.468750 Penalty: 2724.467041
	Iteration 46Q: 3 clusters Score -254117.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -254126.500000 Penalty: 2724.467041
	Iteration 47Q: 3 clusters Score -254126.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -254136.687500 Penalty: 2724.467041
	Iteration 48Q: 3 clusters Score -254136.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -254150.546875 Penalty: 2724.467041
	Iteration 49Q: 3 clusters Score -254150.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -254163.078125 Penalty: 2724.467041
	Iteration 50Q: 3 clusters Score -254163.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -254177.015625 Penalty: 2724.467041
	Iteration 51Q: 3 clusters Score -254177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -254189.218750 Penalty: 2724.467041
	Iteration 52Q: 3 clusters Score -254189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -254196.015625 Penalty: 2724.467041
	Iteration 53Q: 3 clusters Score -254196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -254202.453125 Penalty: 2724.467041
	Iteration 54Q: 3 clusters Score -254202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -254207.859375 Penalty: 2724.467041
	Iteration 55Q: 3 clusters Score -254207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -254212.578125 Penalty: 2724.467041
	Iteration 56Q: 3 clusters Score -254212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -254215.375000 Penalty: 2724.467041
	Iteration 57Q: 3 clusters Score -254215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -254218.750000 Penalty: 2724.467041
	Iteration 58Q: 3 clusters Score -254218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -254221.671875 Penalty: 2724.467041
	Iteration 59Q: 3 clusters Score -254221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -254224.421875 Penalty: 2724.467041
	Iteration 60F: 3 clusters Score -254224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -254227.437500 Penalty: 2724.467041
	Iteration 61Q: 3 clusters Score -254227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -254231.671875 Penalty: 2724.467041
	Iteration 62Q: 3 clusters Score -254231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -254234.593750 Penalty: 2724.467041
	Iteration 63Q: 3 clusters Score -254234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -254236.281250 Penalty: 2724.467041
	Iteration 64Q: 3 clusters Score -254236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -254238.312500 Penalty: 2724.467041
	Iteration 65Q: 3 clusters Score -254238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -254238.500000 Penalty: 2724.467041
	Iteration 66Q: 3 clusters Score -254238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -254238.765625 Penalty: 2724.467041
	Iteration 67Q: 3 clusters Score -254238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -254238.765625 Penalty: 2724.467041
	Iteration 68F: 3 clusters Score -254238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -48370.679688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -48370.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46943.468750 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -46943.47 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47223.980469 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -47223.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -47294.703125 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -47294.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -47341.488281 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -47341.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47365.058594 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -47365.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47395.187500 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -47395.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47425.187500 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -47425.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47445.429688 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -47445.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47459.460938 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -47459.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47469.214844 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -47469.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47478.093750 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -47478.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47486.472656 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -47486.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -47495.039062 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -47495.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -47496.609375 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -47496.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -47497.394531 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -47497.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -47498.972656 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -47498.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -47502.542969 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -47502.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -47506.343750 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -47506.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -47510.828125 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -47510.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -47516.335938 Penalty: 2238.454590
	Iteration 19Q: 3 clusters Score -47516.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -47522.023438 Penalty: 2238.454590
	Iteration 20F: 3 clusters Score -47522.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -47528.667969 Penalty: 2238.454590
	Iteration 21Q: 3 clusters Score -47528.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -47533.000000 Penalty: 2238.454590
	Iteration 22Q: 3 clusters Score -47533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47534.816406 Penalty: 2238.454590
	Iteration 23Q: 3 clusters Score -47534.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -47535.382812 Penalty: 2238.454590
	Iteration 24Q: 3 clusters Score -47535.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47536.070312 Penalty: 2238.454590
	Iteration 25Q: 3 clusters Score -47536.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47536.070312 Penalty: 2238.454590
	Iteration 26F: 3 clusters Score -47536.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Entering Unmasked Estep 
Score: -440424.875000 Penalty: 1450.343018
	Iteration 0F: 2 clusters Score -440424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -434879.875000 Penalty: 2900.686035
	Iteration 0F: 3 clusters Score -434879.9 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -436578.593750 Penalty: 2900.686035
	Iteration 1F: 3 clusters Score -436578.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -436891.406250 Penalty: 2900.686035
	Iteration 2F: 3 clusters Score -436891.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -437141.375000 Penalty: 2900.686035
	Iteration 3F: 3 clusters Score -437141.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -437379.218750 Penalty: 2900.686035
	Iteration 4F: 3 clusters Score -437379.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -437663.906250 Penalty: 2900.686035
	Iteration 5F: 3 clusters Score -437663.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -437999.250000 Penalty: 2900.686035
	Iteration 6F: 3 clusters Score -437999.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -438295.187500 Penalty: 2900.686035
	Iteration 7Q: 3 clusters Score -438295.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -438591.125000 Penalty: 2900.686035
	Iteration 8Q: 3 clusters Score -438591.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -438832.718750 Penalty: 2900.686035
	Iteration 9Q: 3 clusters Score -438832.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -438996.500000 Penalty: 2900.686035
	Iteration 10Q: 3 clusters Score -438996.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -439121.843750 Penalty: 2900.686035
	Iteration 11Q: 3 clusters Score -439121.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -439202.062500 Penalty: 2900.686035
	Iteration 12Q: 3 clusters Score -439202.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -439261.281250 Penalty: 2900.686035
	Iteration 13Q: 3 clusters Score -439261.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -439300.406250 Penalty: 2900.686035
	Iteration 14Q: 3 clusters Score -439300.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -439329.187500 Penalty: 2900.686035
	Iteration 15Q: 3 clusters Score -439329.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -439361.562500 Penalty: 2900.686035
	Iteration 16Q: 3 clusters Score -439361.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -439388.375000 Penalty: 2900.686035
	Iteration 17Q: 3 clusters Score -439388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -439408.125000 Penalty: 2900.686035
	Iteration 18Q: 3 clusters Score -439408.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -439423.437500 Penalty: 2900.686035
	Iteration 19Q: 3 clusters Score -439423.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -439439.000000 Penalty: 2900.686035
	Iteration 20F: 3 clusters Score -439439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -439449.062500 Penalty: 2900.686035
	Iteration 21Q: 3 clusters Score -439449.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -439456.375000 Penalty: 2900.686035
	Iteration 22Q: 3 clusters Score -439456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -439459.343750 Penalty: 2900.686035
	Iteration 23Q: 3 clusters Score -439459.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -439463.687500 Penalty: 2900.686035
	Iteration 24Q: 3 clusters Score -439463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -439467.093750 Penalty: 2900.686035
	Iteration 25Q: 3 clusters Score -439467.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -439471.375000 Penalty: 2900.686035
	Iteration 26Q: 3 clusters Score -439471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -439475.375000 Penalty: 2900.686035
	Iteration 27Q: 3 clusters Score -439475.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -439476.156250 Penalty: 2900.686035
	Iteration 28Q: 3 clusters Score -439476.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -439478.812500 Penalty: 2900.686035
	Iteration 29Q: 3 clusters Score -439478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -439479.468750 Penalty: 2900.686035
	Iteration 30Q: 3 clusters Score -439479.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -439480.781250 Penalty: 2900.686035
	Iteration 31Q: 3 clusters Score -439480.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -439481.718750 Penalty: 2900.686035
	Iteration 32Q: 3 clusters Score -439481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -439481.937500 Penalty: 2900.686035
	Iteration 33Q: 3 clusters Score -439481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -439481.937500 Penalty: 2900.686035
	Iteration 34Q: 3 clusters Score -439481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -439482.593750 Penalty: 2900.686035
	Iteration 35Q: 3 clusters Score -439482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -439482.593750 Penalty: 2900.686035
	Iteration 36F: 3 clusters Score -439482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -119967.781250 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -119967.8 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 1081 members 
Entering Unmasked Estep 
Score: -117716.242188 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -117716.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -118276.085938 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -118276.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -118426.968750 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -118427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -118526.578125 Penalty: 2509.150146
	Iteration 3F: 3 clusters Score -118526.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -118602.000000 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -118602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -118661.757812 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -118661.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -118700.648438 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -118700.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -118726.062500 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -118726.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118750.890625 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -118750.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118768.281250 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -118768.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118780.187500 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -118780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -118787.601562 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -118787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -118794.273438 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -118794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118798.289062 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -118798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118801.562500 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -118801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118806.070312 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -118806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118810.945312 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -118810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -118815.937500 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -118815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118820.195312 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -118820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -118821.476562 Penalty: 2509.150146
	Iteration 19Q: 3 clusters Score -118821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118824.804688 Penalty: 2509.150146
	Iteration 20F: 3 clusters Score -118824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118826.523438 Penalty: 2509.150146
	Iteration 21Q: 3 clusters Score -118826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118827.500000 Penalty: 2509.150146
	Iteration 22Q: 3 clusters Score -118827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118828.078125 Penalty: 2509.150146
	Iteration 23Q: 3 clusters Score -118828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -118829.515625 Penalty: 2509.150146
	Iteration 24Q: 3 clusters Score -118829.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118832.187500 Penalty: 2509.150146
	Iteration 25Q: 3 clusters Score -118832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118835.523438 Penalty: 2509.150146
	Iteration 26Q: 3 clusters Score -118835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118837.945312 Penalty: 2509.150146
	Iteration 27Q: 3 clusters Score -118837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118840.546875 Penalty: 2509.150146
	Iteration 28Q: 3 clusters Score -118840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118841.914062 Penalty: 2509.150146
	Iteration 29Q: 3 clusters Score -118841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118842.460938 Penalty: 2509.150146
	Iteration 30Q: 3 clusters Score -118842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118842.757812 Penalty: 2509.150146
	Iteration 31Q: 3 clusters Score -118842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118842.757812 Penalty: 2509.150146
	Iteration 32F: 3 clusters Score -118842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -353111.437500 Penalty: 1415.341675
	Iteration 0F: 2 clusters Score -353111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -348499.000000 Penalty: 2830.683350
	Iteration 0F: 3 clusters Score -348499 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -349843.000000 Penalty: 2830.683350
	Iteration 1F: 3 clusters Score -349843 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -350063.281250 Penalty: 2830.683350
	Iteration 2F: 3 clusters Score -350063.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -350252.781250 Penalty: 2830.683350
	Iteration 3F: 3 clusters Score -350252.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -350406.031250 Penalty: 2830.683350
	Iteration 4Q: 3 clusters Score -350406 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -350531.468750 Penalty: 2830.683350
	Iteration 5Q: 3 clusters Score -350531.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -350654.500000 Penalty: 2830.683350
	Iteration 6Q: 3 clusters Score -350654.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -350763.812500 Penalty: 2830.683350
	Iteration 7Q: 3 clusters Score -350763.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -350886.125000 Penalty: 2830.683350
	Iteration 8Q: 3 clusters Score -350886.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -351026.000000 Penalty: 2830.683350
	Iteration 9Q: 3 clusters Score -351026 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351143.500000 Penalty: 2830.683350
	Iteration 10Q: 3 clusters Score -351143.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -351238.656250 Penalty: 2830.683350
	Iteration 11Q: 3 clusters Score -351238.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -351339.156250 Penalty: 2830.683350
	Iteration 12Q: 3 clusters Score -351339.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -351454.906250 Penalty: 2830.683350
	Iteration 13Q: 3 clusters Score -351454.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -351576.281250 Penalty: 2830.683350
	Iteration 14Q: 3 clusters Score -351576.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -351670.156250 Penalty: 2830.683350
	Iteration 15Q: 3 clusters Score -351670.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -351748.031250 Penalty: 2830.683350
	Iteration 16Q: 3 clusters Score -351748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -351792.750000 Penalty: 2830.683350
	Iteration 17Q: 3 clusters Score -351792.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -351833.281250 Penalty: 2830.683350
	Iteration 18Q: 3 clusters Score -351833.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -351874.500000 Penalty: 2830.683350
	Iteration 19Q: 3 clusters Score -351874.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -351918.843750 Penalty: 2830.683350
	Iteration 20F: 3 clusters Score -351918.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -351966.656250 Penalty: 2830.683350
	Iteration 21Q: 3 clusters Score -351966.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -352006.406250 Penalty: 2830.683350
	Iteration 22Q: 3 clusters Score -352006.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -352035.000000 Penalty: 2830.683350
	Iteration 23Q: 3 clusters Score -352035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -352058.437500 Penalty: 2830.683350
	Iteration 24Q: 3 clusters Score -352058.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -352084.406250 Penalty: 2830.683350
	Iteration 25Q: 3 clusters Score -352084.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -352101.562500 Penalty: 2830.683350
	Iteration 26Q: 3 clusters Score -352101.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -352111.906250 Penalty: 2830.683350
	Iteration 27Q: 3 clusters Score -352111.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -352119.906250 Penalty: 2830.683350
	Iteration 28Q: 3 clusters Score -352119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352125.375000 Penalty: 2830.683350
	Iteration 29Q: 3 clusters Score -352125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -352132.125000 Penalty: 2830.683350
	Iteration 30Q: 3 clusters Score -352132.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -352139.812500 Penalty: 2830.683350
	Iteration 31Q: 3 clusters Score -352139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -352146.375000 Penalty: 2830.683350
	Iteration 32Q: 3 clusters Score -352146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -352153.406250 Penalty: 2830.683350
	Iteration 33Q: 3 clusters Score -352153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -352164.437500 Penalty: 2830.683350
	Iteration 34Q: 3 clusters Score -352164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -352173.500000 Penalty: 2830.683350
	Iteration 35Q: 3 clusters Score -352173.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -352182.000000 Penalty: 2830.683350
	Iteration 36Q: 3 clusters Score -352182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352186.562500 Penalty: 2830.683350
	Iteration 37Q: 3 clusters Score -352186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -352194.062500 Penalty: 2830.683350
	Iteration 38Q: 3 clusters Score -352194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -352200.843750 Penalty: 2830.683350
	Iteration 39Q: 3 clusters Score -352200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -352205.875000 Penalty: 2830.683350
	Iteration 40F: 3 clusters Score -352205.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -352211.562500 Penalty: 2830.683350
	Iteration 41Q: 3 clusters Score -352211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -352214.687500 Penalty: 2830.683350
	Iteration 42Q: 3 clusters Score -352214.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -352217.062500 Penalty: 2830.683350
	Iteration 43Q: 3 clusters Score -352217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -352219.281250 Penalty: 2830.683350
	Iteration 44Q: 3 clusters Score -352219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -352220.500000 Penalty: 2830.683350
	Iteration 45Q: 3 clusters Score -352220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -352223.062500 Penalty: 2830.683350
	Iteration 46Q: 3 clusters Score -352223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -352226.281250 Penalty: 2830.683350
	Iteration 47Q: 3 clusters Score -352226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -352228.031250 Penalty: 2830.683350
	Iteration 48Q: 3 clusters Score -352228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -352229.406250 Penalty: 2830.683350
	Iteration 49Q: 3 clusters Score -352229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -352230.687500 Penalty: 2830.683350
	Iteration 50Q: 3 clusters Score -352230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -352230.750000 Penalty: 2830.683350
	Iteration 51Q: 3 clusters Score -352230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -352230.750000 Penalty: 2830.683350
	Iteration 52F: 3 clusters Score -352230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -191284.000000 Penalty: 1308.963135
	Iteration 0F: 2 clusters Score -191284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -188483.031250 Penalty: 2617.926270
	Iteration 0F: 3 clusters Score -188483 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -189141.406250 Penalty: 2617.926270
	Iteration 1F: 3 clusters Score -189141.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -189249.531250 Penalty: 2617.926270
	Iteration 2F: 3 clusters Score -189249.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -189312.578125 Penalty: 2617.926270
	Iteration 3Q: 3 clusters Score -189312.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -189360.218750 Penalty: 2617.926270
	Iteration 4Q: 3 clusters Score -189360.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -189390.812500 Penalty: 2617.926270
	Iteration 5Q: 3 clusters Score -189390.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -189414.125000 Penalty: 2617.926270
	Iteration 6Q: 3 clusters Score -189414.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -189434.156250 Penalty: 2617.926270
	Iteration 7Q: 3 clusters Score -189434.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -189453.968750 Penalty: 2617.926270
	Iteration 8Q: 3 clusters Score -189454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -189472.312500 Penalty: 2617.926270
	Iteration 9Q: 3 clusters Score -189472.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -189489.937500 Penalty: 2617.926270
	Iteration 10Q: 3 clusters Score -189489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -189505.859375 Penalty: 2617.926270
	Iteration 11Q: 3 clusters Score -189505.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -189528.718750 Penalty: 2617.926270
	Iteration 12Q: 3 clusters Score -189528.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -189554.078125 Penalty: 2617.926270
	Iteration 13Q: 3 clusters Score -189554.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -189571.687500 Penalty: 2617.926270
	Iteration 14Q: 3 clusters Score -189571.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -189588.406250 Penalty: 2617.926270
	Iteration 15Q: 3 clusters Score -189588.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -189602.296875 Penalty: 2617.926270
	Iteration 16Q: 3 clusters Score -189602.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -189612.203125 Penalty: 2617.926270
	Iteration 17Q: 3 clusters Score -189612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -189625.156250 Penalty: 2617.926270
	Iteration 18Q: 3 clusters Score -189625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -189632.109375 Penalty: 2617.926270
	Iteration 19Q: 3 clusters Score -189632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -189637.875000 Penalty: 2617.926270
	Iteration 20F: 3 clusters Score -189637.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -189642.281250 Penalty: 2617.926270
	Iteration 21Q: 3 clusters Score -189642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -189643.734375 Penalty: 2617.926270
	Iteration 22Q: 3 clusters Score -189643.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -189646.546875 Penalty: 2617.926270
	Iteration 23Q: 3 clusters Score -189646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -189651.734375 Penalty: 2617.926270
	Iteration 24Q: 3 clusters Score -189651.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -189656.953125 Penalty: 2617.926270
	Iteration 25Q: 3 clusters Score -189657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -189663.921875 Penalty: 2617.926270
	Iteration 26Q: 3 clusters Score -189663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -189669.187500 Penalty: 2617.926270
	Iteration 27Q: 3 clusters Score -189669.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -189673.687500 Penalty: 2617.926270
	Iteration 28Q: 3 clusters Score -189673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -189678.968750 Penalty: 2617.926270
	Iteration 29Q: 3 clusters Score -189679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -189684.937500 Penalty: 2617.926270
	Iteration 30Q: 3 clusters Score -189684.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -189694.937500 Penalty: 2617.926270
	Iteration 31Q: 3 clusters Score -189694.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -189703.265625 Penalty: 2617.926270
	Iteration 32Q: 3 clusters Score -189703.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -189710.187500 Penalty: 2617.926270
	Iteration 33Q: 3 clusters Score -189710.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -189718.546875 Penalty: 2617.926270
	Iteration 34Q: 3 clusters Score -189718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -189724.890625 Penalty: 2617.926270
	Iteration 35Q: 3 clusters Score -189724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -189733.375000 Penalty: 2617.926270
	Iteration 36Q: 3 clusters Score -189733.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -189743.562500 Penalty: 2617.926270
	Iteration 37Q: 3 clusters Score -189743.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -189752.359375 Penalty: 2617.926270
	Iteration 38Q: 3 clusters Score -189752.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -189760.968750 Penalty: 2617.926270
	Iteration 39Q: 3 clusters Score -189761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -189769.921875 Penalty: 2617.926270
	Iteration 40F: 3 clusters Score -189769.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -189782.968750 Penalty: 2617.926270
	Iteration 41Q: 3 clusters Score -189783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -189797.218750 Penalty: 2617.926270
	Iteration 42Q: 3 clusters Score -189797.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -189809.609375 Penalty: 2617.926270
	Iteration 43Q: 3 clusters Score -189809.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -189823.343750 Penalty: 2617.926270
	Iteration 44Q: 3 clusters Score -189823.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -189832.437500 Penalty: 2617.926270
	Iteration 45Q: 3 clusters Score -189832.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -189841.000000 Penalty: 2617.926270
	Iteration 46Q: 3 clusters Score -189841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -189849.734375 Penalty: 2617.926270
	Iteration 47Q: 3 clusters Score -189849.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -189860.078125 Penalty: 2617.926270
	Iteration 48Q: 3 clusters Score -189860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -189869.062500 Penalty: 2617.926270
	Iteration 49Q: 3 clusters Score -189869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -189878.765625 Penalty: 2617.926270
	Iteration 50Q: 3 clusters Score -189878.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -189888.937500 Penalty: 2617.926270
	Iteration 51Q: 3 clusters Score -189888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -189900.062500 Penalty: 2617.926270
	Iteration 52Q: 3 clusters Score -189900.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -189913.578125 Penalty: 2617.926270
	Iteration 53Q: 3 clusters Score -189913.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -189928.796875 Penalty: 2617.926270
	Iteration 54Q: 3 clusters Score -189928.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -189939.046875 Penalty: 2617.926270
	Iteration 55Q: 3 clusters Score -189939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -189945.546875 Penalty: 2617.926270
	Iteration 56Q: 3 clusters Score -189945.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -189953.406250 Penalty: 2617.926270
	Iteration 57Q: 3 clusters Score -189953.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -189960.234375 Penalty: 2617.926270
	Iteration 58Q: 3 clusters Score -189960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -189966.546875 Penalty: 2617.926270
	Iteration 59Q: 3 clusters Score -189966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -189969.968750 Penalty: 2617.926270
	Iteration 60F: 3 clusters Score -189970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -189975.609375 Penalty: 2617.926270
	Iteration 61Q: 3 clusters Score -189975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -189980.453125 Penalty: 2617.926270
	Iteration 62Q: 3 clusters Score -189980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -189985.609375 Penalty: 2617.926270
	Iteration 63Q: 3 clusters Score -189985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -189990.312500 Penalty: 2617.926270
	Iteration 64Q: 3 clusters Score -189990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -189996.859375 Penalty: 2617.926270
	Iteration 65Q: 3 clusters Score -189996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -190002.062500 Penalty: 2617.926270
	Iteration 66Q: 3 clusters Score -190002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -190010.109375 Penalty: 2617.926270
	Iteration 67Q: 3 clusters Score -190010.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -190016.578125 Penalty: 2617.926270
	Iteration 68Q: 3 clusters Score -190016.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -190023.843750 Penalty: 2617.926270
	Iteration 69Q: 3 clusters Score -190023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -190027.953125 Penalty: 2617.926270
	Iteration 70Q: 3 clusters Score -190028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -190031.656250 Penalty: 2617.926270
	Iteration 71Q: 3 clusters Score -190031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -190035.312500 Penalty: 2617.926270
	Iteration 72Q: 3 clusters Score -190035.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -190040.937500 Penalty: 2617.926270
	Iteration 73Q: 3 clusters Score -190040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -190045.265625 Penalty: 2617.926270
	Iteration 74Q: 3 clusters Score -190045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -190048.218750 Penalty: 2617.926270
	Iteration 75Q: 3 clusters Score -190048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -190052.890625 Penalty: 2617.926270
	Iteration 76Q: 3 clusters Score -190052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -190053.828125 Penalty: 2617.926270
	Iteration 77Q: 3 clusters Score -190053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -190055.843750 Penalty: 2617.926270
	Iteration 78Q: 3 clusters Score -190055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -190058.484375 Penalty: 2617.926270
	Iteration 79Q: 3 clusters Score -190058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -190060.406250 Penalty: 2617.926270
	Iteration 80F: 3 clusters Score -190060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -190062.187500 Penalty: 2617.926270
	Iteration 81Q: 3 clusters Score -190062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -190064.078125 Penalty: 2617.926270
	Iteration 82Q: 3 clusters Score -190064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -190065.828125 Penalty: 2617.926270
	Iteration 83Q: 3 clusters Score -190065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -190068.703125 Penalty: 2617.926270
	Iteration 84Q: 3 clusters Score -190068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190070.250000 Penalty: 2617.926270
	Iteration 85Q: 3 clusters Score -190070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -190070.562500 Penalty: 2617.926270
	Iteration 86Q: 3 clusters Score -190070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -190071.390625 Penalty: 2617.926270
	Iteration 87Q: 3 clusters Score -190071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -190072.468750 Penalty: 2617.926270
	Iteration 88Q: 3 clusters Score -190072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -190073.125000 Penalty: 2617.926270
	Iteration 89Q: 3 clusters Score -190073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -190075.171875 Penalty: 2617.926270
	Iteration 90Q: 3 clusters Score -190075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -190075.734375 Penalty: 2617.926270
	Iteration 91Q: 3 clusters Score -190075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190077.187500 Penalty: 2617.926270
	Iteration 92Q: 3 clusters Score -190077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -190077.718750 Penalty: 2617.926270
	Iteration 93Q: 3 clusters Score -190077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190077.875000 Penalty: 2617.926270
	Iteration 94Q: 3 clusters Score -190077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -190077.875000 Penalty: 2617.926270
	Iteration 95F: 3 clusters Score -190077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -358610.625000 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -358610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -354006.687500 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -354006.7 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -355311.312500 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -355311.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -355524.156250 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -355524.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -355682.000000 Penalty: 2830.576172
	Iteration 3F: 3 clusters Score -355682 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -355806.718750 Penalty: 2830.576172
	Iteration 4Q: 3 clusters Score -355806.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -355914.187500 Penalty: 2830.576172
	Iteration 5Q: 3 clusters Score -355914.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -355997.062500 Penalty: 2830.576172
	Iteration 6Q: 3 clusters Score -355997.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -356063.062500 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -356063.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -356122.187500 Penalty: 2830.576172
	Iteration 8Q: 3 clusters Score -356122.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -356181.281250 Penalty: 2830.576172
	Iteration 9Q: 3 clusters Score -356181.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -356244.968750 Penalty: 2830.576172
	Iteration 10Q: 3 clusters Score -356245 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -356330.156250 Penalty: 2830.576172
	Iteration 11Q: 3 clusters Score -356330.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -356422.812500 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -356422.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -356526.437500 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -356526.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -356627.218750 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -356627.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -356713.593750 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -356713.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -356782.843750 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -356782.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -356859.656250 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -356859.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356921.656250 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -356921.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -356981.718750 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -356981.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -357032.406250 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -357032.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -357072.093750 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -357072.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -357103.375000 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -357103.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357127.656250 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -357127.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357142.656250 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -357142.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357151.406250 Penalty: 2830.576172
	Iteration 25Q: 3 clusters Score -357151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -357157.406250 Penalty: 2830.576172
	Iteration 26Q: 3 clusters Score -357157.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -357166.812500 Penalty: 2830.576172
	Iteration 27Q: 3 clusters Score -357166.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -357174.500000 Penalty: 2830.576172
	Iteration 28Q: 3 clusters Score -357174.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -357182.000000 Penalty: 2830.576172
	Iteration 29Q: 3 clusters Score -357182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -357187.187500 Penalty: 2830.576172
	Iteration 30Q: 3 clusters Score -357187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -357195.593750 Penalty: 2830.576172
	Iteration 31Q: 3 clusters Score -357195.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -357204.750000 Penalty: 2830.576172
	Iteration 32Q: 3 clusters Score -357204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -357209.437500 Penalty: 2830.576172
	Iteration 33Q: 3 clusters Score -357209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -357215.687500 Penalty: 2830.576172
	Iteration 34Q: 3 clusters Score -357215.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -357222.406250 Penalty: 2830.576172
	Iteration 35Q: 3 clusters Score -357222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -357225.562500 Penalty: 2830.576172
	Iteration 36Q: 3 clusters Score -357225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357230.000000 Penalty: 2830.576172
	Iteration 37Q: 3 clusters Score -357230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357236.468750 Penalty: 2830.576172
	Iteration 38Q: 3 clusters Score -357236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -357242.750000 Penalty: 2830.576172
	Iteration 39Q: 3 clusters Score -357242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -357250.531250 Penalty: 2830.576172
	Iteration 40F: 3 clusters Score -357250.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -357257.968750 Penalty: 2830.576172
	Iteration 41Q: 3 clusters Score -357258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -357264.500000 Penalty: 2830.576172
	Iteration 42Q: 3 clusters Score -357264.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -357270.250000 Penalty: 2830.576172
	Iteration 43Q: 3 clusters Score -357270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -357274.156250 Penalty: 2830.576172
	Iteration 44Q: 3 clusters Score -357274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -357275.281250 Penalty: 2830.576172
	Iteration 45Q: 3 clusters Score -357275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -357276.750000 Penalty: 2830.576172
	Iteration 46Q: 3 clusters Score -357276.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -357278.062500 Penalty: 2830.576172
	Iteration 47Q: 3 clusters Score -357278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -357279.531250 Penalty: 2830.576172
	Iteration 48Q: 3 clusters Score -357279.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -357282.531250 Penalty: 2830.576172
	Iteration 49Q: 3 clusters Score -357282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -357284.156250 Penalty: 2830.576172
	Iteration 50Q: 3 clusters Score -357284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -357283.812500 Penalty: 2830.576172
	Iteration 51Q: 3 clusters Score -357283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -357284.375000 Penalty: 2830.576172
	Iteration 52Q: 3 clusters Score -357284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -357284.468750 Penalty: 2830.576172
	Iteration 53Q: 3 clusters Score -357284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -357284.468750 Penalty: 2830.576172
	Iteration 54F: 3 clusters Score -357284.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Entering Unmasked Estep 
Score: -593634.062500 Penalty: 1494.833740
	Iteration 0F: 2 clusters Score -593634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -586535.000000 Penalty: 2989.667480
	Iteration 0F: 3 clusters Score -586535 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -588985.062500 Penalty: 2989.667480
	Iteration 1F: 3 clusters Score -588985.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -589330.875000 Penalty: 2989.667480
	Iteration 2F: 3 clusters Score -589330.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -589578.812500 Penalty: 2989.667480
	Iteration 3F: 3 clusters Score -589578.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -589765.625000 Penalty: 2989.667480
	Iteration 4Q: 3 clusters Score -589765.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -589940.812500 Penalty: 2989.667480
	Iteration 5Q: 3 clusters Score -589940.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -590124.812500 Penalty: 2989.667480
	Iteration 6Q: 3 clusters Score -590124.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -590306.250000 Penalty: 2989.667480
	Iteration 7Q: 3 clusters Score -590306.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -590495.875000 Penalty: 2989.667480
	Iteration 8Q: 3 clusters Score -590495.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -590722.000000 Penalty: 2989.667480
	Iteration 9Q: 3 clusters Score -590722 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -591014.125000 Penalty: 2989.667480
	Iteration 10Q: 3 clusters Score -591014.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -591301.437500 Penalty: 2989.667480
	Iteration 11Q: 3 clusters Score -591301.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -591516.750000 Penalty: 2989.667480
	Iteration 12Q: 3 clusters Score -591516.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -591663.312500 Penalty: 2989.667480
	Iteration 13Q: 3 clusters Score -591663.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -591763.812500 Penalty: 2989.667480
	Iteration 14Q: 3 clusters Score -591763.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -591829.625000 Penalty: 2989.667480
	Iteration 15Q: 3 clusters Score -591829.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -591862.875000 Penalty: 2989.667480
	Iteration 16Q: 3 clusters Score -591862.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -591886.937500 Penalty: 2989.667480
	Iteration 17Q: 3 clusters Score -591886.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -591909.312500 Penalty: 2989.667480
	Iteration 18Q: 3 clusters Score -591909.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -591933.937500 Penalty: 2989.667480
	Iteration 19Q: 3 clusters Score -591933.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -591953.750000 Penalty: 2989.667480
	Iteration 20F: 3 clusters Score -591953.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -591973.937500 Penalty: 2989.667480
	Iteration 21Q: 3 clusters Score -591973.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -591999.000000 Penalty: 2989.667480
	Iteration 22Q: 3 clusters Score -591999 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -592033.875000 Penalty: 2989.667480
	Iteration 23Q: 3 clusters Score -592033.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -592067.000000 Penalty: 2989.667480
	Iteration 24Q: 3 clusters Score -592067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -592096.937500 Penalty: 2989.667480
	Iteration 25Q: 3 clusters Score -592096.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -592124.875000 Penalty: 2989.667480
	Iteration 26Q: 3 clusters Score -592124.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -592162.312500 Penalty: 2989.667480
	Iteration 27Q: 3 clusters Score -592162.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -592195.000000 Penalty: 2989.667480
	Iteration 28Q: 3 clusters Score -592195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -592230.000000 Penalty: 2989.667480
	Iteration 29Q: 3 clusters Score -592230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -592261.750000 Penalty: 2989.667480
	Iteration 30Q: 3 clusters Score -592261.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -592286.312500 Penalty: 2989.667480
	Iteration 31Q: 3 clusters Score -592286.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -592298.375000 Penalty: 2989.667480
	Iteration 32Q: 3 clusters Score -592298.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -592309.125000 Penalty: 2989.667480
	Iteration 33Q: 3 clusters Score -592309.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -592320.937500 Penalty: 2989.667480
	Iteration 34Q: 3 clusters Score -592320.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -592327.000000 Penalty: 2989.667480
	Iteration 35Q: 3 clusters Score -592327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -592335.187500 Penalty: 2989.667480
	Iteration 36Q: 3 clusters Score -592335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -592340.187500 Penalty: 2989.667480
	Iteration 37Q: 3 clusters Score -592340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -592347.125000 Penalty: 2989.667480
	Iteration 38Q: 3 clusters Score -592347.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -592353.562500 Penalty: 2989.667480
	Iteration 39Q: 3 clusters Score -592353.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -592357.375000 Penalty: 2989.667480
	Iteration 40F: 3 clusters Score -592357.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -592364.062500 Penalty: 2989.667480
	Iteration 41Q: 3 clusters Score -592364.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -592364.812500 Penalty: 2989.667480
	Iteration 42Q: 3 clusters Score -592364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -592370.750000 Penalty: 2989.667480
	Iteration 43Q: 3 clusters Score -592370.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -592373.937500 Penalty: 2989.667480
	Iteration 44Q: 3 clusters Score -592373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -592378.125000 Penalty: 2989.667480
	Iteration 45Q: 3 clusters Score -592378.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -592380.125000 Penalty: 2989.667480
	Iteration 46Q: 3 clusters Score -592380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -592382.500000 Penalty: 2989.667480
	Iteration 47Q: 3 clusters Score -592382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -592383.687500 Penalty: 2989.667480
	Iteration 48Q: 3 clusters Score -592383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -592384.187500 Penalty: 2989.667480
	Iteration 49Q: 3 clusters Score -592384.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -592384.437500 Penalty: 2989.667480
	Iteration 50Q: 3 clusters Score -592384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -592386.562500 Penalty: 2989.667480
	Iteration 51Q: 3 clusters Score -592386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -592388.750000 Penalty: 2989.667480
	Iteration 52Q: 3 clusters Score -592388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -592388.562500 Penalty: 2989.667480
	Iteration 53Q: 3 clusters Score -592388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -592389.062500 Penalty: 2989.667480
	Iteration 54Q: 3 clusters Score -592389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -592388.375000 Penalty: 2989.667480
	Iteration 55Q: 3 clusters Score -592388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -592388.750000 Penalty: 2989.667480
	Iteration 56Q: 3 clusters Score -592388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -592388.812500 Penalty: 2989.667480
	Iteration 57Q: 3 clusters Score -592388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -592391.375000 Penalty: 2989.667480
	Iteration 58Q: 3 clusters Score -592391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -592390.562500 Penalty: 2989.667480
	Iteration 59Q: 3 clusters Score -592390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -592389.375000 Penalty: 2989.667480
	Iteration 60F: 3 clusters Score -592389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -592389.437500 Penalty: 2989.667480
	Iteration 61Q: 3 clusters Score -592389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -592391.562500 Penalty: 2989.667480
	Iteration 62Q: 3 clusters Score -592391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -592391.062500 Penalty: 2989.667480
	Iteration 63Q: 3 clusters Score -592391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -592391.062500 Penalty: 2989.667480
	Iteration 64F: 3 clusters Score -592391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Entering Unmasked Estep 
Score: -457935.531250 Penalty: 1468.096191
	Iteration 0F: 2 clusters Score -457935.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -451755.906250 Penalty: 2936.192383
	Iteration 0F: 3 clusters Score -451755.9 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -453654.781250 Penalty: 2936.192383
	Iteration 1F: 3 clusters Score -453654.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -453917.218750 Penalty: 2936.192383
	Iteration 2F: 3 clusters Score -453917.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -454106.406250 Penalty: 2936.192383
	Iteration 3F: 3 clusters Score -454106.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -454274.218750 Penalty: 2936.192383
	Iteration 4Q: 3 clusters Score -454274.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -454467.437500 Penalty: 2936.192383
	Iteration 5Q: 3 clusters Score -454467.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -454673.781250 Penalty: 2936.192383
	Iteration 6Q: 3 clusters Score -454673.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -454864.375000 Penalty: 2936.192383
	Iteration 7Q: 3 clusters Score -454864.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -455016.375000 Penalty: 2936.192383
	Iteration 8Q: 3 clusters Score -455016.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -455154.750000 Penalty: 2936.192383
	Iteration 9Q: 3 clusters Score -455154.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -455274.437500 Penalty: 2936.192383
	Iteration 10Q: 3 clusters Score -455274.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -455397.562500 Penalty: 2936.192383
	Iteration 11Q: 3 clusters Score -455397.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -455526.625000 Penalty: 2936.192383
	Iteration 12Q: 3 clusters Score -455526.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -455650.031250 Penalty: 2936.192383
	Iteration 13Q: 3 clusters Score -455650 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -455758.406250 Penalty: 2936.192383
	Iteration 14Q: 3 clusters Score -455758.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -455865.125000 Penalty: 2936.192383
	Iteration 15Q: 3 clusters Score -455865.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -455967.468750 Penalty: 2936.192383
	Iteration 16Q: 3 clusters Score -455967.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -456049.781250 Penalty: 2936.192383
	Iteration 17Q: 3 clusters Score -456049.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -456130.531250 Penalty: 2936.192383
	Iteration 18Q: 3 clusters Score -456130.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -456198.343750 Penalty: 2936.192383
	Iteration 19Q: 3 clusters Score -456198.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -456249.781250 Penalty: 2936.192383
	Iteration 20F: 3 clusters Score -456249.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -456286.000000 Penalty: 2936.192383
	Iteration 21Q: 3 clusters Score -456286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -456315.343750 Penalty: 2936.192383
	Iteration 22Q: 3 clusters Score -456315.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -456339.093750 Penalty: 2936.192383
	Iteration 23Q: 3 clusters Score -456339.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -456365.375000 Penalty: 2936.192383
	Iteration 24Q: 3 clusters Score -456365.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -456384.656250 Penalty: 2936.192383
	Iteration 25Q: 3 clusters Score -456384.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -456409.250000 Penalty: 2936.192383
	Iteration 26Q: 3 clusters Score -456409.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -456434.875000 Penalty: 2936.192383
	Iteration 27Q: 3 clusters Score -456434.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -456456.656250 Penalty: 2936.192383
	Iteration 28Q: 3 clusters Score -456456.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -456488.687500 Penalty: 2936.192383
	Iteration 29Q: 3 clusters Score -456488.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -456518.343750 Penalty: 2936.192383
	Iteration 30Q: 3 clusters Score -456518.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -456539.875000 Penalty: 2936.192383
	Iteration 31Q: 3 clusters Score -456539.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -456556.875000 Penalty: 2936.192383
	Iteration 32Q: 3 clusters Score -456556.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -456568.906250 Penalty: 2936.192383
	Iteration 33Q: 3 clusters Score -456568.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -456583.218750 Penalty: 2936.192383
	Iteration 34Q: 3 clusters Score -456583.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -456593.937500 Penalty: 2936.192383
	Iteration 35Q: 3 clusters Score -456593.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -456600.031250 Penalty: 2936.192383
	Iteration 36Q: 3 clusters Score -456600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -456604.312500 Penalty: 2936.192383
	Iteration 37Q: 3 clusters Score -456604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -456608.062500 Penalty: 2936.192383
	Iteration 38Q: 3 clusters Score -456608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -456609.562500 Penalty: 2936.192383
	Iteration 39Q: 3 clusters Score -456609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -456613.406250 Penalty: 2936.192383
	Iteration 40F: 3 clusters Score -456613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -456614.062500 Penalty: 2936.192383
	Iteration 41Q: 3 clusters Score -456614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -456615.875000 Penalty: 2936.192383
	Iteration 42Q: 3 clusters Score -456615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -456619.343750 Penalty: 2936.192383
	Iteration 43Q: 3 clusters Score -456619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -456621.656250 Penalty: 2936.192383
	Iteration 44Q: 3 clusters Score -456621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -456623.031250 Penalty: 2936.192383
	Iteration 45Q: 3 clusters Score -456623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -456626.000000 Penalty: 2936.192383
	Iteration 46Q: 3 clusters Score -456626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -456626.562500 Penalty: 2936.192383
	Iteration 47Q: 3 clusters Score -456626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -456627.937500 Penalty: 2936.192383
	Iteration 48Q: 3 clusters Score -456627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -456629.406250 Penalty: 2936.192383
	Iteration 49Q: 3 clusters Score -456629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -456629.718750 Penalty: 2936.192383
	Iteration 50Q: 3 clusters Score -456629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -456631.562500 Penalty: 2936.192383
	Iteration 51Q: 3 clusters Score -456631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -456633.187500 Penalty: 2936.192383
	Iteration 52Q: 3 clusters Score -456633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -456634.468750 Penalty: 2936.192383
	Iteration 53Q: 3 clusters Score -456634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -456635.812500 Penalty: 2936.192383
	Iteration 54Q: 3 clusters Score -456635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -456636.406250 Penalty: 2936.192383
	Iteration 55Q: 3 clusters Score -456636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -456636.187500 Penalty: 2936.192383
	Iteration 56Q: 3 clusters Score -456636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -456636.187500 Penalty: 2936.192383
	Iteration 57F: 3 clusters Score -456636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -217261.640625 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -217261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -214253.140625 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -214253.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -215071.140625 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -215071.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -215217.671875 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -215217.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -215318.640625 Penalty: 2648.432861
	Iteration 3Q: 3 clusters Score -215318.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -215385.156250 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -215385.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -215440.734375 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -215440.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -215490.625000 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -215490.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -215541.109375 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -215541.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -215585.968750 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -215586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -215616.187500 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -215616.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -215646.734375 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -215646.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -215676.890625 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -215676.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -215716.156250 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -215716.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -215773.890625 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -215773.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -215841.750000 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -215841.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -215913.546875 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -215913.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -215993.453125 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -215993.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -216082.734375 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -216082.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -216163.515625 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -216163.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -216244.593750 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -216244.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -216314.750000 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -216314.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -216364.656250 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -216364.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -216393.406250 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -216393.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -216422.593750 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -216422.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -216446.281250 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -216446.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -216466.390625 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -216466.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -216483.750000 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -216483.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -216494.531250 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -216494.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -216502.062500 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -216502.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -216505.984375 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -216506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -216509.062500 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -216509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -216512.062500 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -216512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -216513.296875 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -216513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -216513.875000 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -216513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -216514.281250 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -216514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -216514.718750 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -216514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -216515.515625 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -216515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -216517.562500 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -216517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -216518.406250 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -216518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -216519.468750 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -216519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -216519.562500 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -216519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -275264.718750 Penalty: 1386.847168
	Iteration 0F: 2 clusters Score -275264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -271245.000000 Penalty: 2773.694336
	Iteration 0F: 3 clusters Score -271245 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -272554.625000 Penalty: 2773.694336
	Iteration 1F: 3 clusters Score -272554.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -272855.625000 Penalty: 2773.694336
	Iteration 2F: 3 clusters Score -272855.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -273052.437500 Penalty: 2773.694336
	Iteration 3F: 3 clusters Score -273052.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -273232.468750 Penalty: 2773.694336
	Iteration 4F: 3 clusters Score -273232.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -273391.281250 Penalty: 2773.694336
	Iteration 5Q: 3 clusters Score -273391.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -273536.187500 Penalty: 2773.694336
	Iteration 6Q: 3 clusters Score -273536.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -273662.468750 Penalty: 2773.694336
	Iteration 7Q: 3 clusters Score -273662.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -273788.281250 Penalty: 2773.694336
	Iteration 8Q: 3 clusters Score -273788.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -273908.281250 Penalty: 2773.694336
	Iteration 9Q: 3 clusters Score -273908.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -274017.500000 Penalty: 2773.694336
	Iteration 10Q: 3 clusters Score -274017.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -274098.250000 Penalty: 2773.694336
	Iteration 11Q: 3 clusters Score -274098.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -274162.562500 Penalty: 2773.694336
	Iteration 12Q: 3 clusters Score -274162.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -274225.281250 Penalty: 2773.694336
	Iteration 13Q: 3 clusters Score -274225.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274293.093750 Penalty: 2773.694336
	Iteration 14Q: 3 clusters Score -274293.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -274355.718750 Penalty: 2773.694336
	Iteration 15Q: 3 clusters Score -274355.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274407.187500 Penalty: 2773.694336
	Iteration 16Q: 3 clusters Score -274407.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -274448.812500 Penalty: 2773.694336
	Iteration 17Q: 3 clusters Score -274448.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -274488.687500 Penalty: 2773.694336
	Iteration 18Q: 3 clusters Score -274488.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -274513.718750 Penalty: 2773.694336
	Iteration 19Q: 3 clusters Score -274513.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -274526.593750 Penalty: 2773.694336
	Iteration 20F: 3 clusters Score -274526.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274532.968750 Penalty: 2773.694336
	Iteration 21Q: 3 clusters Score -274533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -274539.093750 Penalty: 2773.694336
	Iteration 22Q: 3 clusters Score -274539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274545.062500 Penalty: 2773.694336
	Iteration 23Q: 3 clusters Score -274545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -274551.937500 Penalty: 2773.694336
	Iteration 24Q: 3 clusters Score -274551.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -274558.062500 Penalty: 2773.694336
	Iteration 25Q: 3 clusters Score -274558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -274561.656250 Penalty: 2773.694336
	Iteration 26Q: 3 clusters Score -274561.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -274564.781250 Penalty: 2773.694336
	Iteration 27Q: 3 clusters Score -274564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -274565.562500 Penalty: 2773.694336
	Iteration 28Q: 3 clusters Score -274565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -274566.781250 Penalty: 2773.694336
	Iteration 29Q: 3 clusters Score -274566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -274568.187500 Penalty: 2773.694336
	Iteration 30Q: 3 clusters Score -274568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -274570.031250 Penalty: 2773.694336
	Iteration 31Q: 3 clusters Score -274570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -274571.156250 Penalty: 2773.694336
	Iteration 32Q: 3 clusters Score -274571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -274572.531250 Penalty: 2773.694336
	Iteration 33Q: 3 clusters Score -274572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -274574.812500 Penalty: 2773.694336
	Iteration 34Q: 3 clusters Score -274574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -274577.406250 Penalty: 2773.694336
	Iteration 35Q: 3 clusters Score -274577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274579.093750 Penalty: 2773.694336
	Iteration 36Q: 3 clusters Score -274579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -274580.125000 Penalty: 2773.694336
	Iteration 37Q: 3 clusters Score -274580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -274580.812500 Penalty: 2773.694336
	Iteration 38Q: 3 clusters Score -274580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -274581.937500 Penalty: 2773.694336
	Iteration 39Q: 3 clusters Score -274581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -274582.406250 Penalty: 2773.694336
	Iteration 40F: 3 clusters Score -274582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -274582.437500 Penalty: 2773.694336
	Iteration 41Q: 3 clusters Score -274582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -274582.312500 Penalty: 2773.694336
	Iteration 42Q: 3 clusters Score -274582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -274582.312500 Penalty: 2773.694336
	Iteration 43F: 3 clusters Score -274582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -181201.687500 Penalty: 1332.635986
	Iteration 0F: 2 clusters Score -181201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -178096.609375 Penalty: 2665.271973
	Iteration 0F: 3 clusters Score -178096.6 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -178992.281250 Penalty: 2665.271973
	Iteration 1F: 3 clusters Score -178992.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -179200.890625 Penalty: 2665.271973
	Iteration 2F: 3 clusters Score -179200.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -179316.171875 Penalty: 2665.271973
	Iteration 3F: 3 clusters Score -179316.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -179418.421875 Penalty: 2665.271973
	Iteration 4Q: 3 clusters Score -179418.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -179489.375000 Penalty: 2665.271973
	Iteration 5Q: 3 clusters Score -179489.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -179538.593750 Penalty: 2665.271973
	Iteration 6Q: 3 clusters Score -179538.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -179569.156250 Penalty: 2665.271973
	Iteration 7Q: 3 clusters Score -179569.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -179592.562500 Penalty: 2665.271973
	Iteration 8Q: 3 clusters Score -179592.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -179612.531250 Penalty: 2665.271973
	Iteration 9Q: 3 clusters Score -179612.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -179632.593750 Penalty: 2665.271973
	Iteration 10Q: 3 clusters Score -179632.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -179655.031250 Penalty: 2665.271973
	Iteration 11Q: 3 clusters Score -179655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -179679.437500 Penalty: 2665.271973
	Iteration 12Q: 3 clusters Score -179679.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -179700.656250 Penalty: 2665.271973
	Iteration 13Q: 3 clusters Score -179700.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -179717.953125 Penalty: 2665.271973
	Iteration 14Q: 3 clusters Score -179718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -179737.250000 Penalty: 2665.271973
	Iteration 15Q: 3 clusters Score -179737.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -179753.593750 Penalty: 2665.271973
	Iteration 16Q: 3 clusters Score -179753.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -179769.531250 Penalty: 2665.271973
	Iteration 17Q: 3 clusters Score -179769.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -179783.156250 Penalty: 2665.271973
	Iteration 18Q: 3 clusters Score -179783.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -179795.671875 Penalty: 2665.271973
	Iteration 19Q: 3 clusters Score -179795.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -179804.968750 Penalty: 2665.271973
	Iteration 20F: 3 clusters Score -179805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -179816.937500 Penalty: 2665.271973
	Iteration 21Q: 3 clusters Score -179816.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -179829.312500 Penalty: 2665.271973
	Iteration 22Q: 3 clusters Score -179829.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -179838.656250 Penalty: 2665.271973
	Iteration 23Q: 3 clusters Score -179838.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -179845.078125 Penalty: 2665.271973
	Iteration 24Q: 3 clusters Score -179845.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -179858.453125 Penalty: 2665.271973
	Iteration 25Q: 3 clusters Score -179858.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -179869.000000 Penalty: 2665.271973
	Iteration 26Q: 3 clusters Score -179869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -179880.890625 Penalty: 2665.271973
	Iteration 27Q: 3 clusters Score -179880.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -179887.812500 Penalty: 2665.271973
	Iteration 28Q: 3 clusters Score -179887.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -179895.296875 Penalty: 2665.271973
	Iteration 29Q: 3 clusters Score -179895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -179906.781250 Penalty: 2665.271973
	Iteration 30Q: 3 clusters Score -179906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -179918.156250 Penalty: 2665.271973
	Iteration 31Q: 3 clusters Score -179918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -179930.750000 Penalty: 2665.271973
	Iteration 32Q: 3 clusters Score -179930.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -179942.187500 Penalty: 2665.271973
	Iteration 33Q: 3 clusters Score -179942.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -179955.593750 Penalty: 2665.271973
	Iteration 34Q: 3 clusters Score -179955.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -179975.203125 Penalty: 2665.271973
	Iteration 35Q: 3 clusters Score -179975.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -179998.984375 Penalty: 2665.271973
	Iteration 36Q: 3 clusters Score -179999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -180022.125000 Penalty: 2665.271973
	Iteration 37Q: 3 clusters Score -180022.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -180045.468750 Penalty: 2665.271973
	Iteration 38Q: 3 clusters Score -180045.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180070.812500 Penalty: 2665.271973
	Iteration 39Q: 3 clusters Score -180070.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -180099.843750 Penalty: 2665.271973
	Iteration 40F: 3 clusters Score -180099.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -180128.703125 Penalty: 2665.271973
	Iteration 41Q: 3 clusters Score -180128.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -180159.656250 Penalty: 2665.271973
	Iteration 42Q: 3 clusters Score -180159.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -180180.796875 Penalty: 2665.271973
	Iteration 43Q: 3 clusters Score -180180.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -180199.265625 Penalty: 2665.271973
	Iteration 44Q: 3 clusters Score -180199.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -180215.921875 Penalty: 2665.271973
	Iteration 45Q: 3 clusters Score -180215.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -180229.843750 Penalty: 2665.271973
	Iteration 46Q: 3 clusters Score -180229.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180247.687500 Penalty: 2665.271973
	Iteration 47Q: 3 clusters Score -180247.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -180264.031250 Penalty: 2665.271973
	Iteration 48Q: 3 clusters Score -180264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -180292.453125 Penalty: 2665.271973
	Iteration 49Q: 3 clusters Score -180292.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -180310.937500 Penalty: 2665.271973
	Iteration 50Q: 3 clusters Score -180310.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -180324.515625 Penalty: 2665.271973
	Iteration 51Q: 3 clusters Score -180324.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -180344.187500 Penalty: 2665.271973
	Iteration 52Q: 3 clusters Score -180344.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -180361.718750 Penalty: 2665.271973
	Iteration 53Q: 3 clusters Score -180361.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -180374.437500 Penalty: 2665.271973
	Iteration 54Q: 3 clusters Score -180374.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -180385.750000 Penalty: 2665.271973
	Iteration 55Q: 3 clusters Score -180385.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -180394.625000 Penalty: 2665.271973
	Iteration 56Q: 3 clusters Score -180394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -180404.562500 Penalty: 2665.271973
	Iteration 57Q: 3 clusters Score -180404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -180417.140625 Penalty: 2665.271973
	Iteration 58Q: 3 clusters Score -180417.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -180427.343750 Penalty: 2665.271973
	Iteration 59Q: 3 clusters Score -180427.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -180442.125000 Penalty: 2665.271973
	Iteration 60F: 3 clusters Score -180442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -180452.281250 Penalty: 2665.271973
	Iteration 61Q: 3 clusters Score -180452.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -180460.250000 Penalty: 2665.271973
	Iteration 62Q: 3 clusters Score -180460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180470.703125 Penalty: 2665.271973
	Iteration 63Q: 3 clusters Score -180470.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180479.812500 Penalty: 2665.271973
	Iteration 64Q: 3 clusters Score -180479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -180485.765625 Penalty: 2665.271973
	Iteration 65Q: 3 clusters Score -180485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -180496.546875 Penalty: 2665.271973
	Iteration 66Q: 3 clusters Score -180496.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -180506.468750 Penalty: 2665.271973
	Iteration 67Q: 3 clusters Score -180506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -180512.671875 Penalty: 2665.271973
	Iteration 68Q: 3 clusters Score -180512.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -180521.437500 Penalty: 2665.271973
	Iteration 69Q: 3 clusters Score -180521.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -180526.312500 Penalty: 2665.271973
	Iteration 70Q: 3 clusters Score -180526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -180529.750000 Penalty: 2665.271973
	Iteration 71Q: 3 clusters Score -180529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180534.515625 Penalty: 2665.271973
	Iteration 72Q: 3 clusters Score -180534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180537.859375 Penalty: 2665.271973
	Iteration 73Q: 3 clusters Score -180537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180541.562500 Penalty: 2665.271973
	Iteration 74Q: 3 clusters Score -180541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -180543.859375 Penalty: 2665.271973
	Iteration 75Q: 3 clusters Score -180543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -180544.968750 Penalty: 2665.271973
	Iteration 76Q: 3 clusters Score -180545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -180546.859375 Penalty: 2665.271973
	Iteration 77Q: 3 clusters Score -180546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -180548.875000 Penalty: 2665.271973
	Iteration 78Q: 3 clusters Score -180548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -180549.656250 Penalty: 2665.271973
	Iteration 79Q: 3 clusters Score -180549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -180549.437500 Penalty: 2665.271973
	Iteration 80F: 3 clusters Score -180549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Entering Unmasked Estep 
Score: -1151856.375000 Penalty: 1601.434204
	Iteration 0F: 2 clusters Score -1151856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1138895.500000 Penalty: 3202.868408
	Iteration 0F: 3 clusters Score -1138896 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1143750.875000 Penalty: 3202.868408
	Iteration 1F: 3 clusters Score -1143751 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1144147.500000 Penalty: 3202.868408
	Iteration 2F: 3 clusters Score -1144148 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1144522.750000 Penalty: 3202.868408
	Iteration 3Q: 3 clusters Score -1144523 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1144864.000000 Penalty: 3202.868408
	Iteration 4Q: 3 clusters Score -1144864 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1145190.750000 Penalty: 3202.868408
	Iteration 5Q: 3 clusters Score -1145191 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1145508.750000 Penalty: 3202.868408
	Iteration 6Q: 3 clusters Score -1145509 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1145817.625000 Penalty: 3202.868408
	Iteration 7Q: 3 clusters Score -1145818 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1146138.750000 Penalty: 3202.868408
	Iteration 8Q: 3 clusters Score -1146139 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1146473.875000 Penalty: 3202.868408
	Iteration 9Q: 3 clusters Score -1146474 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1146824.750000 Penalty: 3202.868408
	Iteration 10Q: 3 clusters Score -1146825 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1147187.875000 Penalty: 3202.868408
	Iteration 11Q: 3 clusters Score -1147188 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1147517.500000 Penalty: 3202.868408
	Iteration 12Q: 3 clusters Score -1147518 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1147757.875000 Penalty: 3202.868408
	Iteration 13Q: 3 clusters Score -1147758 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1147909.750000 Penalty: 3202.868408
	Iteration 14Q: 3 clusters Score -1147910 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1148010.250000 Penalty: 3202.868408
	Iteration 15Q: 3 clusters Score -1148010 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1148082.125000 Penalty: 3202.868408
	Iteration 16Q: 3 clusters Score -1148082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1148133.875000 Penalty: 3202.868408
	Iteration 17Q: 3 clusters Score -1148134 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1148179.500000 Penalty: 3202.868408
	Iteration 18Q: 3 clusters Score -1148180 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1148234.625000 Penalty: 3202.868408
	Iteration 19Q: 3 clusters Score -1148235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1148293.125000 Penalty: 3202.868408
	Iteration 20F: 3 clusters Score -1148293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1148344.250000 Penalty: 3202.868408
	Iteration 21Q: 3 clusters Score -1148344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1148396.000000 Penalty: 3202.868408
	Iteration 22Q: 3 clusters Score -1148396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1148453.625000 Penalty: 3202.868408
	Iteration 23Q: 3 clusters Score -1148454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1148507.875000 Penalty: 3202.868408
	Iteration 24Q: 3 clusters Score -1148508 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1148572.125000 Penalty: 3202.868408
	Iteration 25Q: 3 clusters Score -1148572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1148645.625000 Penalty: 3202.868408
	Iteration 26Q: 3 clusters Score -1148646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1148705.625000 Penalty: 3202.868408
	Iteration 27Q: 3 clusters Score -1148706 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1148759.125000 Penalty: 3202.868408
	Iteration 28Q: 3 clusters Score -1148759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1148811.500000 Penalty: 3202.868408
	Iteration 29Q: 3 clusters Score -1148812 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1148883.375000 Penalty: 3202.868408
	Iteration 30Q: 3 clusters Score -1148883 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1148965.375000 Penalty: 3202.868408
	Iteration 31Q: 3 clusters Score -1148965 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1149059.125000 Penalty: 3202.868408
	Iteration 32Q: 3 clusters Score -1149059 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1149158.500000 Penalty: 3202.868408
	Iteration 33Q: 3 clusters Score -1149158 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1149263.625000 Penalty: 3202.868408
	Iteration 34Q: 3 clusters Score -1149264 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1149371.625000 Penalty: 3202.868408
	Iteration 35Q: 3 clusters Score -1149372 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1149493.500000 Penalty: 3202.868408
	Iteration 36Q: 3 clusters Score -1149494 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1149617.375000 Penalty: 3202.868408
	Iteration 37Q: 3 clusters Score -1149617 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1149736.875000 Penalty: 3202.868408
	Iteration 38Q: 3 clusters Score -1149737 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1149837.125000 Penalty: 3202.868408
	Iteration 39Q: 3 clusters Score -1149837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1149941.125000 Penalty: 3202.868408
	Iteration 40F: 3 clusters Score -1149941 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1150026.500000 Penalty: 3202.868408
	Iteration 41Q: 3 clusters Score -1150026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1150107.000000 Penalty: 3202.868408
	Iteration 42Q: 3 clusters Score -1150107 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1150181.125000 Penalty: 3202.868408
	Iteration 43Q: 3 clusters Score -1150181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1150227.250000 Penalty: 3202.868408
	Iteration 44Q: 3 clusters Score -1150227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1150269.750000 Penalty: 3202.868408
	Iteration 45Q: 3 clusters Score -1150270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1150299.375000 Penalty: 3202.868408
	Iteration 46Q: 3 clusters Score -1150299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1150327.500000 Penalty: 3202.868408
	Iteration 47Q: 3 clusters Score -1150328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1150356.125000 Penalty: 3202.868408
	Iteration 48Q: 3 clusters Score -1150356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1150387.625000 Penalty: 3202.868408
	Iteration 49Q: 3 clusters Score -1150388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1150414.375000 Penalty: 3202.868408
	Iteration 50Q: 3 clusters Score -1150414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1150445.875000 Penalty: 3202.868408
	Iteration 51Q: 3 clusters Score -1150446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1150465.875000 Penalty: 3202.868408
	Iteration 52Q: 3 clusters Score -1150466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1150489.250000 Penalty: 3202.868408
	Iteration 53Q: 3 clusters Score -1150489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1150509.750000 Penalty: 3202.868408
	Iteration 54Q: 3 clusters Score -1150510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1150531.625000 Penalty: 3202.868408
	Iteration 55Q: 3 clusters Score -1150532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1150550.875000 Penalty: 3202.868408
	Iteration 56Q: 3 clusters Score -1150551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1150569.000000 Penalty: 3202.868408
	Iteration 57Q: 3 clusters Score -1150569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1150584.750000 Penalty: 3202.868408
	Iteration 58Q: 3 clusters Score -1150585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1150602.000000 Penalty: 3202.868408
	Iteration 59Q: 3 clusters Score -1150602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1150612.500000 Penalty: 3202.868408
	Iteration 60F: 3 clusters Score -1150612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1150619.375000 Penalty: 3202.868408
	Iteration 61Q: 3 clusters Score -1150619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1150629.625000 Penalty: 3202.868408
	Iteration 62Q: 3 clusters Score -1150630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1150631.875000 Penalty: 3202.868408
	Iteration 63Q: 3 clusters Score -1150632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1150636.500000 Penalty: 3202.868408
	Iteration 64Q: 3 clusters Score -1150636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1150641.125000 Penalty: 3202.868408
	Iteration 65Q: 3 clusters Score -1150641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1150645.875000 Penalty: 3202.868408
	Iteration 66Q: 3 clusters Score -1150646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1150647.125000 Penalty: 3202.868408
	Iteration 67Q: 3 clusters Score -1150647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1150648.750000 Penalty: 3202.868408
	Iteration 68Q: 3 clusters Score -1150649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1150652.750000 Penalty: 3202.868408
	Iteration 69Q: 3 clusters Score -1150653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1150653.375000 Penalty: 3202.868408
	Iteration 70Q: 3 clusters Score -1150653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1150653.625000 Penalty: 3202.868408
	Iteration 71Q: 3 clusters Score -1150654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1150656.250000 Penalty: 3202.868408
	Iteration 72Q: 3 clusters Score -1150656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1150656.125000 Penalty: 3202.868408
	Iteration 73Q: 3 clusters Score -1150656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1150656.125000 Penalty: 3202.868408
	Iteration 74F: 3 clusters Score -1150656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -92911.304688 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -92911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -90927.484375 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -90927.48 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -91343.546875 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -91343.55 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -91438.664062 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -91438.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -91493.875000 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -91493.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -91554.281250 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -91554.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -91615.421875 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -91615.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -91654.335938 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -91654.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -91689.125000 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -91689.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -91716.203125 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -91716.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -91736.320312 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -91736.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -91750.453125 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -91750.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -91762.726562 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -91762.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -91777.125000 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -91777.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -91787.625000 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -91787.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -91799.523438 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -91799.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -91810.054688 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -91810.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -91815.898438 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -91815.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -91821.773438 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -91821.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -91828.945312 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -91828.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -91834.593750 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -91834.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -91839.539062 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -91839.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -91845.132812 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -91845.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -91853.265625 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -91853.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -91858.273438 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -91858.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -91864.867188 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -91864.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -91869.601562 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -91869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -91872.507812 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -91872.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -91876.609375 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -91876.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -91883.515625 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -91883.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -91887.921875 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -91887.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -91892.734375 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -91892.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -91895.804688 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -91895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -91900.226562 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -91900.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -91904.015625 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -91904.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -91906.812500 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -91906.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -91909.328125 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -91909.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -91912.031250 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -91912.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -91915.328125 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -91915.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -91920.328125 Penalty: 2447.754395
	Iteration 38Q: 3 clusters Score -91920.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -91922.585938 Penalty: 2447.754395
	Iteration 39Q: 3 clusters Score -91922.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -91923.929688 Penalty: 2447.754395
	Iteration 40F: 3 clusters Score -91923.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -91926.367188 Penalty: 2447.754395
	Iteration 41Q: 3 clusters Score -91926.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -91928.398438 Penalty: 2447.754395
	Iteration 42Q: 3 clusters Score -91928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -91928.523438 Penalty: 2447.754395
	Iteration 43Q: 3 clusters Score -91928.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -91928.523438 Penalty: 2447.754395
	Iteration 44F: 3 clusters Score -91928.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -615897.500000 Penalty: 1513.316406
	Iteration 0F: 2 clusters Score -615897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -608051.937500 Penalty: 3026.632812
	Iteration 0F: 3 clusters Score -608051.9 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -610552.750000 Penalty: 3026.632812
	Iteration 1F: 3 clusters Score -610552.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -610821.625000 Penalty: 3026.632812
	Iteration 2F: 3 clusters Score -610821.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -611074.062500 Penalty: 3026.632812
	Iteration 3F: 3 clusters Score -611074.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -611301.375000 Penalty: 3026.632812
	Iteration 4Q: 3 clusters Score -611301.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -611506.125000 Penalty: 3026.632812
	Iteration 5Q: 3 clusters Score -611506.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -611697.312500 Penalty: 3026.632812
	Iteration 6Q: 3 clusters Score -611697.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -611885.437500 Penalty: 3026.632812
	Iteration 7Q: 3 clusters Score -611885.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -612073.437500 Penalty: 3026.632812
	Iteration 8Q: 3 clusters Score -612073.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -612241.812500 Penalty: 3026.632812
	Iteration 9Q: 3 clusters Score -612241.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -612391.562500 Penalty: 3026.632812
	Iteration 10Q: 3 clusters Score -612391.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -612528.062500 Penalty: 3026.632812
	Iteration 11Q: 3 clusters Score -612528.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -612665.000000 Penalty: 3026.632812
	Iteration 12Q: 3 clusters Score -612665 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -612795.312500 Penalty: 3026.632812
	Iteration 13Q: 3 clusters Score -612795.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -612893.437500 Penalty: 3026.632812
	Iteration 14Q: 3 clusters Score -612893.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -612999.312500 Penalty: 3026.632812
	Iteration 15Q: 3 clusters Score -612999.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -613091.625000 Penalty: 3026.632812
	Iteration 16Q: 3 clusters Score -613091.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -613167.250000 Penalty: 3026.632812
	Iteration 17Q: 3 clusters Score -613167.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -613234.625000 Penalty: 3026.632812
	Iteration 18Q: 3 clusters Score -613234.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -613299.500000 Penalty: 3026.632812
	Iteration 19Q: 3 clusters Score -613299.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -613358.125000 Penalty: 3026.632812
	Iteration 20F: 3 clusters Score -613358.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -613417.937500 Penalty: 3026.632812
	Iteration 21Q: 3 clusters Score -613417.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -613475.500000 Penalty: 3026.632812
	Iteration 22Q: 3 clusters Score -613475.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -613536.750000 Penalty: 3026.632812
	Iteration 23Q: 3 clusters Score -613536.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -613591.750000 Penalty: 3026.632812
	Iteration 24Q: 3 clusters Score -613591.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -613646.875000 Penalty: 3026.632812
	Iteration 25Q: 3 clusters Score -613646.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -613704.625000 Penalty: 3026.632812
	Iteration 26Q: 3 clusters Score -613704.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -613771.687500 Penalty: 3026.632812
	Iteration 27Q: 3 clusters Score -613771.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -613850.687500 Penalty: 3026.632812
	Iteration 28Q: 3 clusters Score -613850.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -613922.562500 Penalty: 3026.632812
	Iteration 29Q: 3 clusters Score -613922.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -613992.000000 Penalty: 3026.632812
	Iteration 30Q: 3 clusters Score -613992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -614064.375000 Penalty: 3026.632812
	Iteration 31Q: 3 clusters Score -614064.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -614131.562500 Penalty: 3026.632812
	Iteration 32Q: 3 clusters Score -614131.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -614190.125000 Penalty: 3026.632812
	Iteration 33Q: 3 clusters Score -614190.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -614244.250000 Penalty: 3026.632812
	Iteration 34Q: 3 clusters Score -614244.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -614285.250000 Penalty: 3026.632812
	Iteration 35Q: 3 clusters Score -614285.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -614318.187500 Penalty: 3026.632812
	Iteration 36Q: 3 clusters Score -614318.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -614342.500000 Penalty: 3026.632812
	Iteration 37Q: 3 clusters Score -614342.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -614365.500000 Penalty: 3026.632812
	Iteration 38Q: 3 clusters Score -614365.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -614391.125000 Penalty: 3026.632812
	Iteration 39Q: 3 clusters Score -614391.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -614415.875000 Penalty: 3026.632812
	Iteration 40F: 3 clusters Score -614415.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -614454.437500 Penalty: 3026.632812
	Iteration 41Q: 3 clusters Score -614454.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -614497.687500 Penalty: 3026.632812
	Iteration 42Q: 3 clusters Score -614497.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -614539.812500 Penalty: 3026.632812
	Iteration 43Q: 3 clusters Score -614539.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -614573.250000 Penalty: 3026.632812
	Iteration 44Q: 3 clusters Score -614573.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -614611.875000 Penalty: 3026.632812
	Iteration 45Q: 3 clusters Score -614611.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -614645.812500 Penalty: 3026.632812
	Iteration 46Q: 3 clusters Score -614645.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -614677.875000 Penalty: 3026.632812
	Iteration 47Q: 3 clusters Score -614677.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -614707.937500 Penalty: 3026.632812
	Iteration 48Q: 3 clusters Score -614707.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -614731.000000 Penalty: 3026.632812
	Iteration 49Q: 3 clusters Score -614731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -614755.625000 Penalty: 3026.632812
	Iteration 50Q: 3 clusters Score -614755.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -614780.062500 Penalty: 3026.632812
	Iteration 51Q: 3 clusters Score -614780.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -614797.312500 Penalty: 3026.632812
	Iteration 52Q: 3 clusters Score -614797.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -614813.125000 Penalty: 3026.632812
	Iteration 53Q: 3 clusters Score -614813.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -614831.125000 Penalty: 3026.632812
	Iteration 54Q: 3 clusters Score -614831.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -614850.250000 Penalty: 3026.632812
	Iteration 55Q: 3 clusters Score -614850.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -614868.562500 Penalty: 3026.632812
	Iteration 56Q: 3 clusters Score -614868.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -614882.125000 Penalty: 3026.632812
	Iteration 57Q: 3 clusters Score -614882.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -614894.312500 Penalty: 3026.632812
	Iteration 58Q: 3 clusters Score -614894.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -614902.375000 Penalty: 3026.632812
	Iteration 59Q: 3 clusters Score -614902.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -614906.937500 Penalty: 3026.632812
	Iteration 60F: 3 clusters Score -614906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -614910.250000 Penalty: 3026.632812
	Iteration 61Q: 3 clusters Score -614910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -614916.437500 Penalty: 3026.632812
	Iteration 62Q: 3 clusters Score -614916.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -614922.187500 Penalty: 3026.632812
	Iteration 63Q: 3 clusters Score -614922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -614925.937500 Penalty: 3026.632812
	Iteration 64Q: 3 clusters Score -614925.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -614928.625000 Penalty: 3026.632812
	Iteration 65Q: 3 clusters Score -614928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -614932.750000 Penalty: 3026.632812
	Iteration 66Q: 3 clusters Score -614932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -614935.125000 Penalty: 3026.632812
	Iteration 67Q: 3 clusters Score -614935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -614935.187500 Penalty: 3026.632812
	Iteration 68Q: 3 clusters Score -614935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -614935.562500 Penalty: 3026.632812
	Iteration 69Q: 3 clusters Score -614935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -614938.000000 Penalty: 3026.632812
	Iteration 70Q: 3 clusters Score -614938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -614938.000000 Penalty: 3026.632812
	Iteration 71F: 3 clusters Score -614938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Entering Unmasked Estep 
Score: -397181.968750 Penalty: 1445.717773
	Iteration 0F: 2 clusters Score -397182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -391702.093750 Penalty: 2891.435547
	Iteration 0F: 3 clusters Score -391702.1 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -393355.843750 Penalty: 2891.435547
	Iteration 1F: 3 clusters Score -393355.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -393566.781250 Penalty: 2891.435547
	Iteration 2F: 3 clusters Score -393566.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -393704.875000 Penalty: 2891.435547
	Iteration 3Q: 3 clusters Score -393704.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -393835.687500 Penalty: 2891.435547
	Iteration 4Q: 3 clusters Score -393835.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -393940.625000 Penalty: 2891.435547
	Iteration 5Q: 3 clusters Score -393940.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -394032.937500 Penalty: 2891.435547
	Iteration 6Q: 3 clusters Score -394032.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -394116.937500 Penalty: 2891.435547
	Iteration 7Q: 3 clusters Score -394116.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -394212.437500 Penalty: 2891.435547
	Iteration 8Q: 3 clusters Score -394212.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -394290.218750 Penalty: 2891.435547
	Iteration 9Q: 3 clusters Score -394290.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -394360.687500 Penalty: 2891.435547
	Iteration 10Q: 3 clusters Score -394360.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -394420.937500 Penalty: 2891.435547
	Iteration 11Q: 3 clusters Score -394420.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -394478.062500 Penalty: 2891.435547
	Iteration 12Q: 3 clusters Score -394478.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -394542.625000 Penalty: 2891.435547
	Iteration 13Q: 3 clusters Score -394542.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -394616.093750 Penalty: 2891.435547
	Iteration 14Q: 3 clusters Score -394616.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -394693.593750 Penalty: 2891.435547
	Iteration 15Q: 3 clusters Score -394693.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -394764.343750 Penalty: 2891.435547
	Iteration 16Q: 3 clusters Score -394764.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -394818.062500 Penalty: 2891.435547
	Iteration 17Q: 3 clusters Score -394818.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -394869.531250 Penalty: 2891.435547
	Iteration 18Q: 3 clusters Score -394869.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -394916.593750 Penalty: 2891.435547
	Iteration 19Q: 3 clusters Score -394916.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -394960.687500 Penalty: 2891.435547
	Iteration 20F: 3 clusters Score -394960.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -394995.250000 Penalty: 2891.435547
	Iteration 21Q: 3 clusters Score -394995.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -395027.593750 Penalty: 2891.435547
	Iteration 22Q: 3 clusters Score -395027.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -395053.562500 Penalty: 2891.435547
	Iteration 23Q: 3 clusters Score -395053.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -395076.562500 Penalty: 2891.435547
	Iteration 24Q: 3 clusters Score -395076.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -395098.656250 Penalty: 2891.435547
	Iteration 25Q: 3 clusters Score -395098.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -395117.375000 Penalty: 2891.435547
	Iteration 26Q: 3 clusters Score -395117.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -395140.875000 Penalty: 2891.435547
	Iteration 27Q: 3 clusters Score -395140.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -395157.750000 Penalty: 2891.435547
	Iteration 28Q: 3 clusters Score -395157.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -395171.750000 Penalty: 2891.435547
	Iteration 29Q: 3 clusters Score -395171.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -395184.937500 Penalty: 2891.435547
	Iteration 30Q: 3 clusters Score -395184.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -395201.281250 Penalty: 2891.435547
	Iteration 31Q: 3 clusters Score -395201.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -395217.281250 Penalty: 2891.435547
	Iteration 32Q: 3 clusters Score -395217.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -395235.906250 Penalty: 2891.435547
	Iteration 33Q: 3 clusters Score -395235.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -395247.031250 Penalty: 2891.435547
	Iteration 34Q: 3 clusters Score -395247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -395256.718750 Penalty: 2891.435547
	Iteration 35Q: 3 clusters Score -395256.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -395265.750000 Penalty: 2891.435547
	Iteration 36Q: 3 clusters Score -395265.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -395274.906250 Penalty: 2891.435547
	Iteration 37Q: 3 clusters Score -395274.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -395283.968750 Penalty: 2891.435547
	Iteration 38Q: 3 clusters Score -395284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -395296.250000 Penalty: 2891.435547
	Iteration 39Q: 3 clusters Score -395296.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -395307.437500 Penalty: 2891.435547
	Iteration 40F: 3 clusters Score -395307.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -395319.656250 Penalty: 2891.435547
	Iteration 41Q: 3 clusters Score -395319.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -395333.843750 Penalty: 2891.435547
	Iteration 42Q: 3 clusters Score -395333.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -395353.125000 Penalty: 2891.435547
	Iteration 43Q: 3 clusters Score -395353.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -395381.812500 Penalty: 2891.435547
	Iteration 44Q: 3 clusters Score -395381.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -395407.906250 Penalty: 2891.435547
	Iteration 45Q: 3 clusters Score -395407.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -395429.906250 Penalty: 2891.435547
	Iteration 46Q: 3 clusters Score -395429.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -395449.031250 Penalty: 2891.435547
	Iteration 47Q: 3 clusters Score -395449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -395469.187500 Penalty: 2891.435547
	Iteration 48Q: 3 clusters Score -395469.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -395486.312500 Penalty: 2891.435547
	Iteration 49Q: 3 clusters Score -395486.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -395504.718750 Penalty: 2891.435547
	Iteration 50Q: 3 clusters Score -395504.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -395514.718750 Penalty: 2891.435547
	Iteration 51Q: 3 clusters Score -395514.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -395535.312500 Penalty: 2891.435547
	Iteration 52Q: 3 clusters Score -395535.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -395561.468750 Penalty: 2891.435547
	Iteration 53Q: 3 clusters Score -395561.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -395583.000000 Penalty: 2891.435547
	Iteration 54Q: 3 clusters Score -395583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -395600.343750 Penalty: 2891.435547
	Iteration 55Q: 3 clusters Score -395600.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -395610.218750 Penalty: 2891.435547
	Iteration 56Q: 3 clusters Score -395610.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -395617.843750 Penalty: 2891.435547
	Iteration 57Q: 3 clusters Score -395617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -395624.531250 Penalty: 2891.435547
	Iteration 58Q: 3 clusters Score -395624.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -395630.406250 Penalty: 2891.435547
	Iteration 59Q: 3 clusters Score -395630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -395636.125000 Penalty: 2891.435547
	Iteration 60F: 3 clusters Score -395636.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -395640.843750 Penalty: 2891.435547
	Iteration 61Q: 3 clusters Score -395640.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -395647.187500 Penalty: 2891.435547
	Iteration 62Q: 3 clusters Score -395647.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -395654.500000 Penalty: 2891.435547
	Iteration 63Q: 3 clusters Score -395654.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -395662.750000 Penalty: 2891.435547
	Iteration 64Q: 3 clusters Score -395662.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -395674.000000 Penalty: 2891.435547
	Iteration 65Q: 3 clusters Score -395674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -395689.906250 Penalty: 2891.435547
	Iteration 66Q: 3 clusters Score -395689.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -395711.125000 Penalty: 2891.435547
	Iteration 67Q: 3 clusters Score -395711.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -395725.187500 Penalty: 2891.435547
	Iteration 68Q: 3 clusters Score -395725.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -395739.750000 Penalty: 2891.435547
	Iteration 69Q: 3 clusters Score -395739.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -395748.062500 Penalty: 2891.435547
	Iteration 70Q: 3 clusters Score -395748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -395757.750000 Penalty: 2891.435547
	Iteration 71Q: 3 clusters Score -395757.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -395766.312500 Penalty: 2891.435547
	Iteration 72Q: 3 clusters Score -395766.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -395771.843750 Penalty: 2891.435547
	Iteration 73Q: 3 clusters Score -395771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -395776.750000 Penalty: 2891.435547
	Iteration 74Q: 3 clusters Score -395776.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -395779.343750 Penalty: 2891.435547
	Iteration 75Q: 3 clusters Score -395779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -395783.625000 Penalty: 2891.435547
	Iteration 76Q: 3 clusters Score -395783.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -395788.156250 Penalty: 2891.435547
	Iteration 77Q: 3 clusters Score -395788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -395792.687500 Penalty: 2891.435547
	Iteration 78Q: 3 clusters Score -395792.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -395799.531250 Penalty: 2891.435547
	Iteration 79Q: 3 clusters Score -395799.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -395802.968750 Penalty: 2891.435547
	Iteration 80F: 3 clusters Score -395803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -395806.500000 Penalty: 2891.435547
	Iteration 81Q: 3 clusters Score -395806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -395810.968750 Penalty: 2891.435547
	Iteration 82Q: 3 clusters Score -395811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -395815.656250 Penalty: 2891.435547
	Iteration 83Q: 3 clusters Score -395815.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -395823.875000 Penalty: 2891.435547
	Iteration 84Q: 3 clusters Score -395823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -395830.406250 Penalty: 2891.435547
	Iteration 85Q: 3 clusters Score -395830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -395835.437500 Penalty: 2891.435547
	Iteration 86Q: 3 clusters Score -395835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -395840.625000 Penalty: 2891.435547
	Iteration 87Q: 3 clusters Score -395840.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -395846.687500 Penalty: 2891.435547
	Iteration 88Q: 3 clusters Score -395846.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -395849.625000 Penalty: 2891.435547
	Iteration 89Q: 3 clusters Score -395849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -395852.562500 Penalty: 2891.435547
	Iteration 90Q: 3 clusters Score -395852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -395853.687500 Penalty: 2891.435547
	Iteration 91Q: 3 clusters Score -395853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -395856.218750 Penalty: 2891.435547
	Iteration 92Q: 3 clusters Score -395856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -395860.062500 Penalty: 2891.435547
	Iteration 93Q: 3 clusters Score -395860.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395865.062500 Penalty: 2891.435547
	Iteration 94Q: 3 clusters Score -395865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -395867.843750 Penalty: 2891.435547
	Iteration 95Q: 3 clusters Score -395867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -395869.968750 Penalty: 2891.435547
	Iteration 96Q: 3 clusters Score -395870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395872.406250 Penalty: 2891.435547
	Iteration 97Q: 3 clusters Score -395872.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -395873.406250 Penalty: 2891.435547
	Iteration 98Q: 3 clusters Score -395873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -395875.843750 Penalty: 2891.435547
	Iteration 99Q: 3 clusters Score -395875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -395877.031250 Penalty: 2891.435547
	Iteration 100F: 3 clusters Score -395877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -395879.718750 Penalty: 2891.435547
	Iteration 101Q: 3 clusters Score -395879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -395882.000000 Penalty: 2891.435547
	Iteration 102Q: 3 clusters Score -395882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -395883.218750 Penalty: 2891.435547
	Iteration 103Q: 3 clusters Score -395883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -395883.437500 Penalty: 2891.435547
	Iteration 104Q: 3 clusters Score -395883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -395885.375000 Penalty: 2891.435547
	Iteration 105Q: 3 clusters Score -395885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -395887.968750 Penalty: 2891.435547
	Iteration 106Q: 3 clusters Score -395888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -395889.500000 Penalty: 2891.435547
	Iteration 107Q: 3 clusters Score -395889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -395890.156250 Penalty: 2891.435547
	Iteration 108Q: 3 clusters Score -395890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -395891.687500 Penalty: 2891.435547
	Iteration 109Q: 3 clusters Score -395891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -395892.531250 Penalty: 2891.435547
	Iteration 110Q: 3 clusters Score -395892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -395892.593750 Penalty: 2891.435547
	Iteration 111Q: 3 clusters Score -395892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -395894.125000 Penalty: 2891.435547
	Iteration 112Q: 3 clusters Score -395894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -395894.312500 Penalty: 2891.435547
	Iteration 113Q: 3 clusters Score -395894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -395896.843750 Penalty: 2891.435547
	Iteration 114Q: 3 clusters Score -395896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -395897.781250 Penalty: 2891.435547
	Iteration 115Q: 3 clusters Score -395897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -395900.437500 Penalty: 2891.435547
	Iteration 116Q: 3 clusters Score -395900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395902.062500 Penalty: 2891.435547
	Iteration 117Q: 3 clusters Score -395902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -395903.187500 Penalty: 2891.435547
	Iteration 118Q: 3 clusters Score -395903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -395903.812500 Penalty: 2891.435547
	Iteration 119Q: 3 clusters Score -395903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -395904.687500 Penalty: 2891.435547
	Iteration 120F: 3 clusters Score -395904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -395904.437500 Penalty: 2891.435547
	Iteration 121Q: 3 clusters Score -395904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -395905.968750 Penalty: 2891.435547
	Iteration 122Q: 3 clusters Score -395906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -395905.750000 Penalty: 2891.435547
	Iteration 123Q: 3 clusters Score -395905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -395906.562500 Penalty: 2891.435547
	Iteration 124Q: 3 clusters Score -395906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -395906.000000 Penalty: 2891.435547
	Iteration 125Q: 3 clusters Score -395906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -395906.000000 Penalty: 2891.435547
	Iteration 126F: 3 clusters Score -395906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -114245.570312 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -114245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111919.343750 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -111919.3 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -112616.554688 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -112616.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -112806.507812 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -112806.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -112934.609375 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -112934.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -113022.914062 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -113022.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -113081.531250 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -113081.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -113119.523438 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -113119.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -113155.101562 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -113155.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -113181.601562 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -113181.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -113200.453125 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -113200.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -113210.789062 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -113210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -113218.257812 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -113218.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -113227.468750 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -113227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -113238.148438 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -113238.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -113253.398438 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -113253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -113261.632812 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -113261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -113269.859375 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -113269.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -113278.359375 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -113278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -113288.015625 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -113288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -113296.968750 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -113297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -113317.484375 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -113317.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -113338.921875 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -113338.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -113358.781250 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -113358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -113380.671875 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -113380.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -113396.484375 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -113396.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -113413.281250 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -113413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -113429.640625 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -113429.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -113439.703125 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -113439.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -113453.750000 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -113453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -113472.875000 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -113472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -113488.242188 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -113488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -113498.507812 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -113498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -113503.562500 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -113503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -113506.617188 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -113506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -113508.445312 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -113508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -113509.257812 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -113509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -113509.257812 Penalty: 2528.734131
	Iteration 36F: 3 clusters Score -113509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Entering Unmasked Estep 
Score: -456850.843750 Penalty: 1455.637329
	Iteration 0F: 2 clusters Score -456850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -451157.312500 Penalty: 2911.274658
	Iteration 0F: 3 clusters Score -451157.3 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -452977.718750 Penalty: 2911.274658
	Iteration 1F: 3 clusters Score -452977.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -453251.656250 Penalty: 2911.274658
	Iteration 2F: 3 clusters Score -453251.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -453488.906250 Penalty: 2911.274658
	Iteration 3F: 3 clusters Score -453488.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -453703.687500 Penalty: 2911.274658
	Iteration 4F: 3 clusters Score -453703.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -453913.406250 Penalty: 2911.274658
	Iteration 5Q: 3 clusters Score -453913.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -454141.375000 Penalty: 2911.274658
	Iteration 6Q: 3 clusters Score -454141.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -454383.062500 Penalty: 2911.274658
	Iteration 7Q: 3 clusters Score -454383.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -454599.562500 Penalty: 2911.274658
	Iteration 8Q: 3 clusters Score -454599.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -454763.000000 Penalty: 2911.274658
	Iteration 9Q: 3 clusters Score -454763 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -454890.562500 Penalty: 2911.274658
	Iteration 10Q: 3 clusters Score -454890.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -454996.718750 Penalty: 2911.274658
	Iteration 11Q: 3 clusters Score -454996.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -455088.781250 Penalty: 2911.274658
	Iteration 12Q: 3 clusters Score -455088.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -455165.625000 Penalty: 2911.274658
	Iteration 13Q: 3 clusters Score -455165.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -455232.656250 Penalty: 2911.274658
	Iteration 14Q: 3 clusters Score -455232.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -455289.062500 Penalty: 2911.274658
	Iteration 15Q: 3 clusters Score -455289.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -455336.000000 Penalty: 2911.274658
	Iteration 16Q: 3 clusters Score -455336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -455370.781250 Penalty: 2911.274658
	Iteration 17Q: 3 clusters Score -455370.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -455405.875000 Penalty: 2911.274658
	Iteration 18Q: 3 clusters Score -455405.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -455433.781250 Penalty: 2911.274658
	Iteration 19Q: 3 clusters Score -455433.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -455456.312500 Penalty: 2911.274658
	Iteration 20F: 3 clusters Score -455456.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -455476.937500 Penalty: 2911.274658
	Iteration 21Q: 3 clusters Score -455476.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -455492.093750 Penalty: 2911.274658
	Iteration 22Q: 3 clusters Score -455492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -455507.343750 Penalty: 2911.274658
	Iteration 23Q: 3 clusters Score -455507.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -455517.656250 Penalty: 2911.274658
	Iteration 24Q: 3 clusters Score -455517.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -455529.312500 Penalty: 2911.274658
	Iteration 25Q: 3 clusters Score -455529.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -455538.625000 Penalty: 2911.274658
	Iteration 26Q: 3 clusters Score -455538.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -455544.656250 Penalty: 2911.274658
	Iteration 27Q: 3 clusters Score -455544.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -455550.000000 Penalty: 2911.274658
	Iteration 28Q: 3 clusters Score -455550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -455554.875000 Penalty: 2911.274658
	Iteration 29Q: 3 clusters Score -455554.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -455558.187500 Penalty: 2911.274658
	Iteration 30Q: 3 clusters Score -455558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -455561.281250 Penalty: 2911.274658
	Iteration 31Q: 3 clusters Score -455561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -455566.437500 Penalty: 2911.274658
	Iteration 32Q: 3 clusters Score -455566.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -455571.000000 Penalty: 2911.274658
	Iteration 33Q: 3 clusters Score -455571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -455580.312500 Penalty: 2911.274658
	Iteration 34Q: 3 clusters Score -455580.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -455586.125000 Penalty: 2911.274658
	Iteration 35Q: 3 clusters Score -455586.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -455591.531250 Penalty: 2911.274658
	Iteration 36Q: 3 clusters Score -455591.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -455597.750000 Penalty: 2911.274658
	Iteration 37Q: 3 clusters Score -455597.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -455602.531250 Penalty: 2911.274658
	Iteration 38Q: 3 clusters Score -455602.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -455605.343750 Penalty: 2911.274658
	Iteration 39Q: 3 clusters Score -455605.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -455608.625000 Penalty: 2911.274658
	Iteration 40F: 3 clusters Score -455608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -455610.875000 Penalty: 2911.274658
	Iteration 41Q: 3 clusters Score -455610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -455611.781250 Penalty: 2911.274658
	Iteration 42Q: 3 clusters Score -455611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -455611.781250 Penalty: 2911.274658
	Iteration 43F: 3 clusters Score -455611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19053 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560888.000000 Penalty: 41504.164062
Iteration 119Q: 22 clusters Score -1.056089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7518 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 9885 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19069 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11081 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560903.000000 Penalty: 41504.164062
Iteration 120F: 22 clusters Score -1.05609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19081 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560899.000000 Penalty: 41504.164062
Iteration 121Q: 22 clusters Score -1.05609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7513 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19097 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560889.000000 Penalty: 41504.164062
Iteration 122Q: 22 clusters Score -1.056089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7512 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 8388 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 19114 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560886.000000 Penalty: 41504.164062
Iteration 123Q: 22 clusters Score -1.056089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7510 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 5998 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 3460 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11081 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560885.000000 Penalty: 41504.164062
Iteration 124Q: 22 clusters Score -1.056088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 5981 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 5077 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19155 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11081 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560879.000000 Penalty: 41504.164062
Iteration 125Q: 22 clusters Score -1.056088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 9879 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19163 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560884.000000 Penalty: 41504.164062
Iteration 126Q: 22 clusters Score -1.056088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9351 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19172 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560899.000000 Penalty: 41504.164062
Iteration 127Q: 22 clusters Score -1.05609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 5960 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19185 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560909.000000 Penalty: 41504.164062
Iteration 128Q: 22 clusters Score -1.056091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19201 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560920.000000 Penalty: 41504.164062
Iteration 129Q: 22 clusters Score -1.056092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 9876 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19218 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560918.000000 Penalty: 41504.164062
Iteration 130Q: 22 clusters Score -1.056092e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3472 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19233 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11080 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560932.000000 Penalty: 41504.164062
Iteration 131Q: 22 clusters Score -1.056093e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6053 members 
Mstep: Class 9 contains 3158 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 19246 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11083 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560949.000000 Penalty: 41504.164062
Iteration 132Q: 22 clusters Score -1.056095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 19260 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11083 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560944.000000 Penalty: 41504.164062
Iteration 133Q: 22 clusters Score -1.056094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 19279 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560941.000000 Penalty: 41504.164062
Iteration 134Q: 22 clusters Score -1.056094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 9344 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 5893 members 
Mstep: Class 11 contains 9870 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19293 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560956.000000 Penalty: 41504.164062
Iteration 135Q: 22 clusters Score -1.056096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 9870 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19304 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560953.000000 Penalty: 41504.164062
Iteration 136Q: 22 clusters Score -1.056095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560950.000000 Penalty: 41504.164062
Iteration 137Q: 22 clusters Score -1.056095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 5876 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560962.000000 Penalty: 41504.164062
Iteration 138Q: 22 clusters Score -1.056096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5867 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560961.000000 Penalty: 41504.164062
Iteration 139Q: 22 clusters Score -1.056096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19336 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560961.000000 Penalty: 41504.164062
Iteration 140F: 22 clusters Score -1.056096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5860 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19341 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560966.000000 Penalty: 41504.164062
Iteration 141Q: 22 clusters Score -1.056097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3488 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19344 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560993.000000 Penalty: 41504.164062
Iteration 142Q: 22 clusters Score -1.056099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19346 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560976.000000 Penalty: 41504.164062
Iteration 143Q: 22 clusters Score -1.056098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7428 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5853 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3490 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19348 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560984.000000 Penalty: 41504.164062
Iteration 144Q: 22 clusters Score -1.056098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7425 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560983.000000 Penalty: 41504.164062
Iteration 145Q: 22 clusters Score -1.056098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7421 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3493 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19352 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560969.000000 Penalty: 41504.164062
Iteration 146Q: 22 clusters Score -1.056097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7417 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19355 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560974.000000 Penalty: 41504.164062
Iteration 147Q: 22 clusters Score -1.056097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9330 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 19356 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560973.000000 Penalty: 41504.164062
Iteration 148Q: 22 clusters Score -1.056097e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7409 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 19359 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560979.000000 Penalty: 41504.164062
Iteration 149Q: 22 clusters Score -1.056098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7399 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 9866 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 19364 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560978.000000 Penalty: 41504.164062
Iteration 150Q: 22 clusters Score -1.056098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7396 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3509 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560966.000000 Penalty: 41504.164062
Iteration 151Q: 22 clusters Score -1.056097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7396 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3512 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19382 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11107 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560991.000000 Penalty: 41504.164062
Iteration 152Q: 22 clusters Score -1.056099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3513 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19386 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560971.000000 Penalty: 41504.164062
Iteration 153Q: 22 clusters Score -1.056097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560976.000000 Penalty: 41504.164062
Iteration 154Q: 22 clusters Score -1.056098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5815 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19398 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560975.000000 Penalty: 41504.164062
Iteration 155Q: 22 clusters Score -1.056098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560987.000000 Penalty: 41504.164062
Iteration 156Q: 22 clusters Score -1.056099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7383 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5806 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19407 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11115 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560978.000000 Penalty: 41504.164062
Iteration 157Q: 22 clusters Score -1.056098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19413 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560996.000000 Penalty: 41504.164062
Iteration 158Q: 22 clusters Score -1.0561e+07 nChanged 28
Entering ConstructFrom: 
Score: -10560996.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Entering Unmasked Estep 
Score: -3873935.750000 Penalty: 1804.936401
	Iteration 0F: 2 clusters Score -3873936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3829438.250000 Penalty: 3609.872803
	Iteration 0F: 3 clusters Score -3829438 nChanged 31426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -3848313.000000 Penalty: 3609.872803
	Iteration 1F: 3 clusters Score -3848313 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -3849584.250000 Penalty: 3609.872803
	Iteration 2Q: 3 clusters Score -3849584 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3851152.500000 Penalty: 3609.872803
	Iteration 3F: 3 clusters Score -3851152 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -3853124.250000 Penalty: 3609.872803
	Iteration 4F: 3 clusters Score -3853124 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -3855800.500000 Penalty: 3609.872803
	Iteration 5F: 3 clusters Score -3855800 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -3858993.000000 Penalty: 3609.872803
	Iteration 6F: 3 clusters Score -3858993 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -3862535.250000 Penalty: 3609.872803
	Iteration 7F: 3 clusters Score -3862535 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -3865913.250000 Penalty: 3609.872803
	Iteration 8F: 3 clusters Score -3865913 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -3868590.500000 Penalty: 3609.872803
	Iteration 9Q: 3 clusters Score -3868590 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -3870222.500000 Penalty: 3609.872803
	Iteration 10Q: 3 clusters Score -3870222 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -3871175.000000 Penalty: 3609.872803
	Iteration 11Q: 3 clusters Score -3871175 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -3871724.250000 Penalty: 3609.872803
	Iteration 12Q: 3 clusters Score -3871724 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -3872018.250000 Penalty: 3609.872803
	Iteration 13Q: 3 clusters Score -3872018 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -3872156.750000 Penalty: 3609.872803
	Iteration 14Q: 3 clusters Score -3872157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -3872246.250000 Penalty: 3609.872803
	Iteration 15Q: 3 clusters Score -3872246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -3872301.750000 Penalty: 3609.872803
	Iteration 16Q: 3 clusters Score -3872302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -3872346.000000 Penalty: 3609.872803
	Iteration 17Q: 3 clusters Score -3872346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -3872366.000000 Penalty: 3609.872803
	Iteration 18Q: 3 clusters Score -3872366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -3872373.250000 Penalty: 3609.872803
	Iteration 19Q: 3 clusters Score -3872373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -3872378.000000 Penalty: 3609.872803
	Iteration 20F: 3 clusters Score -3872378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -3872380.500000 Penalty: 3609.872803
	Iteration 21Q: 3 clusters Score -3872380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -3872383.250000 Penalty: 3609.872803
	Iteration 22Q: 3 clusters Score -3872383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -3872382.500000 Penalty: 3609.872803
	Iteration 23Q: 3 clusters Score -3872382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -3872383.000000 Penalty: 3609.872803
	Iteration 24Q: 3 clusters Score -3872383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -3872384.500000 Penalty: 3609.872803
	Iteration 25Q: 3 clusters Score -3872384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -3872384.500000 Penalty: 3609.872803
	Iteration 26F: 3 clusters Score -3872384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -303425.656250 Penalty: 1384.562988
	Iteration 0F: 2 clusters Score -303425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -299487.656250 Penalty: 2769.125977
	Iteration 0F: 3 clusters Score -299487.7 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -300667.531250 Penalty: 2769.125977
	Iteration 1F: 3 clusters Score -300667.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -300846.000000 Penalty: 2769.125977
	Iteration 2F: 3 clusters Score -300846 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -300978.812500 Penalty: 2769.125977
	Iteration 3F: 3 clusters Score -300978.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -301070.031250 Penalty: 2769.125977
	Iteration 4Q: 3 clusters Score -301070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -301148.906250 Penalty: 2769.125977
	Iteration 5Q: 3 clusters Score -301148.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -301219.062500 Penalty: 2769.125977
	Iteration 6Q: 3 clusters Score -301219.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -301274.718750 Penalty: 2769.125977
	Iteration 7Q: 3 clusters Score -301274.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -301316.031250 Penalty: 2769.125977
	Iteration 8Q: 3 clusters Score -301316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -301354.031250 Penalty: 2769.125977
	Iteration 9Q: 3 clusters Score -301354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -301391.375000 Penalty: 2769.125977
	Iteration 10Q: 3 clusters Score -301391.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -301428.781250 Penalty: 2769.125977
	Iteration 11Q: 3 clusters Score -301428.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -301469.218750 Penalty: 2769.125977
	Iteration 12Q: 3 clusters Score -301469.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -301511.375000 Penalty: 2769.125977
	Iteration 13Q: 3 clusters Score -301511.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -301546.687500 Penalty: 2769.125977
	Iteration 14Q: 3 clusters Score -301546.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -301576.187500 Penalty: 2769.125977
	Iteration 15Q: 3 clusters Score -301576.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -301596.125000 Penalty: 2769.125977
	Iteration 16Q: 3 clusters Score -301596.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301611.375000 Penalty: 2769.125977
	Iteration 17Q: 3 clusters Score -301611.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -301628.843750 Penalty: 2769.125977
	Iteration 18Q: 3 clusters Score -301628.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -301649.875000 Penalty: 2769.125977
	Iteration 19Q: 3 clusters Score -301649.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -301671.093750 Penalty: 2769.125977
	Iteration 20F: 3 clusters Score -301671.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -301690.093750 Penalty: 2769.125977
	Iteration 21Q: 3 clusters Score -301690.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -301711.031250 Penalty: 2769.125977
	Iteration 22Q: 3 clusters Score -301711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -301732.968750 Penalty: 2769.125977
	Iteration 23Q: 3 clusters Score -301733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -301760.375000 Penalty: 2769.125977
	Iteration 24Q: 3 clusters Score -301760.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -301784.656250 Penalty: 2769.125977
	Iteration 25Q: 3 clusters Score -301784.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -301803.656250 Penalty: 2769.125977
	Iteration 26Q: 3 clusters Score -301803.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -301827.937500 Penalty: 2769.125977
	Iteration 27Q: 3 clusters Score -301827.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -301854.968750 Penalty: 2769.125977
	Iteration 28Q: 3 clusters Score -301855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -301875.500000 Penalty: 2769.125977
	Iteration 29Q: 3 clusters Score -301875.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -301894.500000 Penalty: 2769.125977
	Iteration 30Q: 3 clusters Score -301894.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -301911.062500 Penalty: 2769.125977
	Iteration 31Q: 3 clusters Score -301911.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -301927.312500 Penalty: 2769.125977
	Iteration 32Q: 3 clusters Score -301927.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -301948.156250 Penalty: 2769.125977
	Iteration 33Q: 3 clusters Score -301948.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -301968.375000 Penalty: 2769.125977
	Iteration 34Q: 3 clusters Score -301968.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -301991.468750 Penalty: 2769.125977
	Iteration 35Q: 3 clusters Score -301991.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -302011.500000 Penalty: 2769.125977
	Iteration 36Q: 3 clusters Score -302011.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -302030.062500 Penalty: 2769.125977
	Iteration 37Q: 3 clusters Score -302030.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -302049.187500 Penalty: 2769.125977
	Iteration 38Q: 3 clusters Score -302049.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -302070.093750 Penalty: 2769.125977
	Iteration 39Q: 3 clusters Score -302070.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -302086.812500 Penalty: 2769.125977
	Iteration 40F: 3 clusters Score -302086.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -302098.437500 Penalty: 2769.125977
	Iteration 41Q: 3 clusters Score -302098.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -302105.750000 Penalty: 2769.125977
	Iteration 42Q: 3 clusters Score -302105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -302111.875000 Penalty: 2769.125977
	Iteration 43Q: 3 clusters Score -302111.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -302120.468750 Penalty: 2769.125977
	Iteration 44Q: 3 clusters Score -302120.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -302125.250000 Penalty: 2769.125977
	Iteration 45Q: 3 clusters Score -302125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -302130.125000 Penalty: 2769.125977
	Iteration 46Q: 3 clusters Score -302130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -302135.156250 Penalty: 2769.125977
	Iteration 47Q: 3 clusters Score -302135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -302138.000000 Penalty: 2769.125977
	Iteration 48Q: 3 clusters Score -302138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -302144.000000 Penalty: 2769.125977
	Iteration 49Q: 3 clusters Score -302144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -302151.687500 Penalty: 2769.125977
	Iteration 50Q: 3 clusters Score -302151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -302160.750000 Penalty: 2769.125977
	Iteration 51Q: 3 clusters Score -302160.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -302167.593750 Penalty: 2769.125977
	Iteration 52Q: 3 clusters Score -302167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -302175.000000 Penalty: 2769.125977
	Iteration 53Q: 3 clusters Score -302175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -302179.062500 Penalty: 2769.125977
	Iteration 54Q: 3 clusters Score -302179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -302181.718750 Penalty: 2769.125977
	Iteration 55Q: 3 clusters Score -302181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -302185.093750 Penalty: 2769.125977
	Iteration 56Q: 3 clusters Score -302185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -302189.000000 Penalty: 2769.125977
	Iteration 57Q: 3 clusters Score -302189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -302193.250000 Penalty: 2769.125977
	Iteration 58Q: 3 clusters Score -302193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -302195.187500 Penalty: 2769.125977
	Iteration 59Q: 3 clusters Score -302195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -302195.718750 Penalty: 2769.125977
	Iteration 60F: 3 clusters Score -302195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -302195.718750 Penalty: 2769.125977
	Iteration 61Q: 3 clusters Score -302195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -302195.718750 Penalty: 2769.125977
	Iteration 62F: 3 clusters Score -302195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Entering Unmasked Estep 
Score: -539434.937500 Penalty: 1484.957520
	Iteration 0F: 2 clusters Score -539434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -532743.437500 Penalty: 2969.915039
	Iteration 0F: 3 clusters Score -532743.4 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -534959.625000 Penalty: 2969.915039
	Iteration 1F: 3 clusters Score -534959.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -535333.750000 Penalty: 2969.915039
	Iteration 2F: 3 clusters Score -535333.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -535681.375000 Penalty: 2969.915039
	Iteration 3F: 3 clusters Score -535681.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -536038.875000 Penalty: 2969.915039
	Iteration 4F: 3 clusters Score -536038.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -536375.125000 Penalty: 2969.915039
	Iteration 5F: 3 clusters Score -536375.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -536695.687500 Penalty: 2969.915039
	Iteration 6F: 3 clusters Score -536695.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -537003.750000 Penalty: 2969.915039
	Iteration 7Q: 3 clusters Score -537003.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -537307.812500 Penalty: 2969.915039
	Iteration 8Q: 3 clusters Score -537307.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -537561.125000 Penalty: 2969.915039
	Iteration 9Q: 3 clusters Score -537561.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -537712.062500 Penalty: 2969.915039
	Iteration 10Q: 3 clusters Score -537712.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -537831.687500 Penalty: 2969.915039
	Iteration 11Q: 3 clusters Score -537831.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -537909.312500 Penalty: 2969.915039
	Iteration 12Q: 3 clusters Score -537909.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -537966.187500 Penalty: 2969.915039
	Iteration 13Q: 3 clusters Score -537966.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -538016.500000 Penalty: 2969.915039
	Iteration 14Q: 3 clusters Score -538016.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -538057.312500 Penalty: 2969.915039
	Iteration 15Q: 3 clusters Score -538057.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -538095.875000 Penalty: 2969.915039
	Iteration 16Q: 3 clusters Score -538095.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -538127.062500 Penalty: 2969.915039
	Iteration 17Q: 3 clusters Score -538127.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -538154.562500 Penalty: 2969.915039
	Iteration 18Q: 3 clusters Score -538154.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -538182.500000 Penalty: 2969.915039
	Iteration 19Q: 3 clusters Score -538182.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -538203.812500 Penalty: 2969.915039
	Iteration 20F: 3 clusters Score -538203.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -538225.375000 Penalty: 2969.915039
	Iteration 21Q: 3 clusters Score -538225.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -538257.812500 Penalty: 2969.915039
	Iteration 22Q: 3 clusters Score -538257.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -538284.937500 Penalty: 2969.915039
	Iteration 23Q: 3 clusters Score -538284.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -538314.937500 Penalty: 2969.915039
	Iteration 24Q: 3 clusters Score -538314.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -538362.687500 Penalty: 2969.915039
	Iteration 25Q: 3 clusters Score -538362.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -538401.937500 Penalty: 2969.915039
	Iteration 26Q: 3 clusters Score -538401.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -538434.625000 Penalty: 2969.915039
	Iteration 27Q: 3 clusters Score -538434.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -538479.375000 Penalty: 2969.915039
	Iteration 28Q: 3 clusters Score -538479.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -538517.687500 Penalty: 2969.915039
	Iteration 29Q: 3 clusters Score -538517.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -538561.687500 Penalty: 2969.915039
	Iteration 30Q: 3 clusters Score -538561.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -538605.500000 Penalty: 2969.915039
	Iteration 31Q: 3 clusters Score -538605.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -538646.750000 Penalty: 2969.915039
	Iteration 32Q: 3 clusters Score -538646.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -538677.750000 Penalty: 2969.915039
	Iteration 33Q: 3 clusters Score -538677.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -538701.500000 Penalty: 2969.915039
	Iteration 34Q: 3 clusters Score -538701.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -538720.437500 Penalty: 2969.915039
	Iteration 35Q: 3 clusters Score -538720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -538730.250000 Penalty: 2969.915039
	Iteration 36Q: 3 clusters Score -538730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -538735.937500 Penalty: 2969.915039
	Iteration 37Q: 3 clusters Score -538735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -538741.687500 Penalty: 2969.915039
	Iteration 38Q: 3 clusters Score -538741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -538743.750000 Penalty: 2969.915039
	Iteration 39Q: 3 clusters Score -538743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -538749.812500 Penalty: 2969.915039
	Iteration 40F: 3 clusters Score -538749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -538755.750000 Penalty: 2969.915039
	Iteration 41Q: 3 clusters Score -538755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -538758.375000 Penalty: 2969.915039
	Iteration 42Q: 3 clusters Score -538758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -538759.812500 Penalty: 2969.915039
	Iteration 43Q: 3 clusters Score -538759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -538760.187500 Penalty: 2969.915039
	Iteration 44Q: 3 clusters Score -538760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -538759.937500 Penalty: 2969.915039
	Iteration 45Q: 3 clusters Score -538759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -538759.937500 Penalty: 2969.915039
	Iteration 46F: 3 clusters Score -538759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Entering Unmasked Estep 
Score: -263949.312500 Penalty: 1367.715332
	Iteration 0F: 2 clusters Score -263949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -260248.968750 Penalty: 2735.430664
	Iteration 0F: 3 clusters Score -260249 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -261210.593750 Penalty: 2735.430664
	Iteration 1F: 3 clusters Score -261210.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -261413.703125 Penalty: 2735.430664
	Iteration 2F: 3 clusters Score -261413.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -261570.281250 Penalty: 2735.430664
	Iteration 3F: 3 clusters Score -261570.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -261693.937500 Penalty: 2735.430664
	Iteration 4Q: 3 clusters Score -261693.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -261801.640625 Penalty: 2735.430664
	Iteration 5Q: 3 clusters Score -261801.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -261874.968750 Penalty: 2735.430664
	Iteration 6Q: 3 clusters Score -261875 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -261940.546875 Penalty: 2735.430664
	Iteration 7Q: 3 clusters Score -261940.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -261989.921875 Penalty: 2735.430664
	Iteration 8Q: 3 clusters Score -261989.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -262032.140625 Penalty: 2735.430664
	Iteration 9Q: 3 clusters Score -262032.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -262076.593750 Penalty: 2735.430664
	Iteration 10Q: 3 clusters Score -262076.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -262121.671875 Penalty: 2735.430664
	Iteration 11Q: 3 clusters Score -262121.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -262158.812500 Penalty: 2735.430664
	Iteration 12Q: 3 clusters Score -262158.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -262189.562500 Penalty: 2735.430664
	Iteration 13Q: 3 clusters Score -262189.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -262212.625000 Penalty: 2735.430664
	Iteration 14Q: 3 clusters Score -262212.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -262237.062500 Penalty: 2735.430664
	Iteration 15Q: 3 clusters Score -262237.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -262260.468750 Penalty: 2735.430664
	Iteration 16Q: 3 clusters Score -262260.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -262276.250000 Penalty: 2735.430664
	Iteration 17Q: 3 clusters Score -262276.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -262291.875000 Penalty: 2735.430664
	Iteration 18Q: 3 clusters Score -262291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -262308.937500 Penalty: 2735.430664
	Iteration 19Q: 3 clusters Score -262308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -262318.843750 Penalty: 2735.430664
	Iteration 20F: 3 clusters Score -262318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -262327.906250 Penalty: 2735.430664
	Iteration 21Q: 3 clusters Score -262327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -262338.218750 Penalty: 2735.430664
	Iteration 22Q: 3 clusters Score -262338.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262354.218750 Penalty: 2735.430664
	Iteration 23Q: 3 clusters Score -262354.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -262373.062500 Penalty: 2735.430664
	Iteration 24Q: 3 clusters Score -262373.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -262385.281250 Penalty: 2735.430664
	Iteration 25Q: 3 clusters Score -262385.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -262393.781250 Penalty: 2735.430664
	Iteration 26Q: 3 clusters Score -262393.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262400.625000 Penalty: 2735.430664
	Iteration 27Q: 3 clusters Score -262400.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -262407.468750 Penalty: 2735.430664
	Iteration 28Q: 3 clusters Score -262407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -262419.875000 Penalty: 2735.430664
	Iteration 29Q: 3 clusters Score -262419.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -262431.562500 Penalty: 2735.430664
	Iteration 30Q: 3 clusters Score -262431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -262445.125000 Penalty: 2735.430664
	Iteration 31Q: 3 clusters Score -262445.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -262459.437500 Penalty: 2735.430664
	Iteration 32Q: 3 clusters Score -262459.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -262471.656250 Penalty: 2735.430664
	Iteration 33Q: 3 clusters Score -262471.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -262483.656250 Penalty: 2735.430664
	Iteration 34Q: 3 clusters Score -262483.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262500.656250 Penalty: 2735.430664
	Iteration 35Q: 3 clusters Score -262500.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -262514.875000 Penalty: 2735.430664
	Iteration 36Q: 3 clusters Score -262514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -262522.531250 Penalty: 2735.430664
	Iteration 37Q: 3 clusters Score -262522.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262534.375000 Penalty: 2735.430664
	Iteration 38Q: 3 clusters Score -262534.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262544.906250 Penalty: 2735.430664
	Iteration 39Q: 3 clusters Score -262544.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262559.125000 Penalty: 2735.430664
	Iteration 40F: 3 clusters Score -262559.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262570.937500 Penalty: 2735.430664
	Iteration 41Q: 3 clusters Score -262570.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -262584.750000 Penalty: 2735.430664
	Iteration 42Q: 3 clusters Score -262584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -262598.750000 Penalty: 2735.430664
	Iteration 43Q: 3 clusters Score -262598.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262613.593750 Penalty: 2735.430664
	Iteration 44Q: 3 clusters Score -262613.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262628.375000 Penalty: 2735.430664
	Iteration 45Q: 3 clusters Score -262628.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262642.500000 Penalty: 2735.430664
	Iteration 46Q: 3 clusters Score -262642.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -262653.343750 Penalty: 2735.430664
	Iteration 47Q: 3 clusters Score -262653.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -262662.468750 Penalty: 2735.430664
	Iteration 48Q: 3 clusters Score -262662.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -262669.375000 Penalty: 2735.430664
	Iteration 49Q: 3 clusters Score -262669.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -262674.406250 Penalty: 2735.430664
	Iteration 50Q: 3 clusters Score -262674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -262678.250000 Penalty: 2735.430664
	Iteration 51Q: 3 clusters Score -262678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262681.750000 Penalty: 2735.430664
	Iteration 52Q: 3 clusters Score -262681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -262685.250000 Penalty: 2735.430664
	Iteration 53Q: 3 clusters Score -262685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -262688.562500 Penalty: 2735.430664
	Iteration 54Q: 3 clusters Score -262688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262691.843750 Penalty: 2735.430664
	Iteration 55Q: 3 clusters Score -262691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -262699.343750 Penalty: 2735.430664
	Iteration 56Q: 3 clusters Score -262699.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -262706.437500 Penalty: 2735.430664
	Iteration 57Q: 3 clusters Score -262706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -262710.593750 Penalty: 2735.430664
	Iteration 58Q: 3 clusters Score -262710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -262712.968750 Penalty: 2735.430664
	Iteration 59Q: 3 clusters Score -262713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -262714.906250 Penalty: 2735.430664
	Iteration 60F: 3 clusters Score -262714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -262716.250000 Penalty: 2735.430664
	Iteration 61Q: 3 clusters Score -262716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262718.656250 Penalty: 2735.430664
	Iteration 62Q: 3 clusters Score -262718.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262721.406250 Penalty: 2735.430664
	Iteration 63Q: 3 clusters Score -262721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -262721.437500 Penalty: 2735.430664
	Iteration 64Q: 3 clusters Score -262721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -262723.187500 Penalty: 2735.430664
	Iteration 65Q: 3 clusters Score -262723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -262726.312500 Penalty: 2735.430664
	Iteration 66Q: 3 clusters Score -262726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262729.250000 Penalty: 2735.430664
	Iteration 67Q: 3 clusters Score -262729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -262732.250000 Penalty: 2735.430664
	Iteration 68Q: 3 clusters Score -262732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -262735.687500 Penalty: 2735.430664
	Iteration 69Q: 3 clusters Score -262735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -262740.031250 Penalty: 2735.430664
	Iteration 70Q: 3 clusters Score -262740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -262743.281250 Penalty: 2735.430664
	Iteration 71Q: 3 clusters Score -262743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -262747.750000 Penalty: 2735.430664
	Iteration 72Q: 3 clusters Score -262747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -262750.093750 Penalty: 2735.430664
	Iteration 73Q: 3 clusters Score -262750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -262750.875000 Penalty: 2735.430664
	Iteration 74Q: 3 clusters Score -262750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -262751.500000 Penalty: 2735.430664
	Iteration 75Q: 3 clusters Score -262751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -262752.906250 Penalty: 2735.430664
	Iteration 76Q: 3 clusters Score -262752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -262753.656250 Penalty: 2735.430664
	Iteration 77Q: 3 clusters Score -262753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -262757.750000 Penalty: 2735.430664
	Iteration 78Q: 3 clusters Score -262757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -262759.656250 Penalty: 2735.430664
	Iteration 79Q: 3 clusters Score -262759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -262761.375000 Penalty: 2735.430664
	Iteration 80F: 3 clusters Score -262761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -262762.000000 Penalty: 2735.430664
	Iteration 81Q: 3 clusters Score -262762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -262763.468750 Penalty: 2735.430664
	Iteration 82Q: 3 clusters Score -262763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -262764.625000 Penalty: 2735.430664
	Iteration 83Q: 3 clusters Score -262764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -262765.812500 Penalty: 2735.430664
	Iteration 84Q: 3 clusters Score -262765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -262766.093750 Penalty: 2735.430664
	Iteration 85Q: 3 clusters Score -262766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -262766.093750 Penalty: 2735.430664
	Iteration 86F: 3 clusters Score -262766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -48370.679688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -48370.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46962.191406 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -46962.19 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47245.164062 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -47245.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -47379.164062 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -47379.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47458.093750 Penalty: 2238.454590
	Iteration 3F: 3 clusters Score -47458.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -47526.566406 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -47526.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -47577.574219 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -47577.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47620.464844 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -47620.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -47650.871094 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -47650.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -47662.882812 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -47662.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -47667.265625 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -47667.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -47670.195312 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -47670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -47672.519531 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -47672.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -47673.519531 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -47673.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -47673.992188 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -47673.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -47673.992188 Penalty: 2238.454590
	Iteration 14F: 3 clusters Score -47673.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Entering Unmasked Estep 
Score: -432342.656250 Penalty: 1447.222900
	Iteration 0F: 2 clusters Score -432342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -426903.718750 Penalty: 2894.445801
	Iteration 0F: 3 clusters Score -426903.7 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -428547.718750 Penalty: 2894.445801
	Iteration 1F: 3 clusters Score -428547.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -428787.812500 Penalty: 2894.445801
	Iteration 2F: 3 clusters Score -428787.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -428998.718750 Penalty: 2894.445801
	Iteration 3F: 3 clusters Score -428998.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -429179.281250 Penalty: 2894.445801
	Iteration 4Q: 3 clusters Score -429179.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -429352.406250 Penalty: 2894.445801
	Iteration 5Q: 3 clusters Score -429352.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -429537.718750 Penalty: 2894.445801
	Iteration 6Q: 3 clusters Score -429537.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -429729.625000 Penalty: 2894.445801
	Iteration 7Q: 3 clusters Score -429729.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -429900.312500 Penalty: 2894.445801
	Iteration 8Q: 3 clusters Score -429900.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -430076.875000 Penalty: 2894.445801
	Iteration 9Q: 3 clusters Score -430076.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -430234.968750 Penalty: 2894.445801
	Iteration 10Q: 3 clusters Score -430235 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -430364.500000 Penalty: 2894.445801
	Iteration 11Q: 3 clusters Score -430364.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -430462.000000 Penalty: 2894.445801
	Iteration 12Q: 3 clusters Score -430462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -430552.093750 Penalty: 2894.445801
	Iteration 13Q: 3 clusters Score -430552.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -430649.031250 Penalty: 2894.445801
	Iteration 14Q: 3 clusters Score -430649 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -430758.000000 Penalty: 2894.445801
	Iteration 15Q: 3 clusters Score -430758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -430880.187500 Penalty: 2894.445801
	Iteration 16Q: 3 clusters Score -430880.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -430994.843750 Penalty: 2894.445801
	Iteration 17Q: 3 clusters Score -430994.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -431093.812500 Penalty: 2894.445801
	Iteration 18Q: 3 clusters Score -431093.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -431169.906250 Penalty: 2894.445801
	Iteration 19Q: 3 clusters Score -431169.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -431223.218750 Penalty: 2894.445801
	Iteration 20F: 3 clusters Score -431223.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -431252.406250 Penalty: 2894.445801
	Iteration 21Q: 3 clusters Score -431252.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -431266.531250 Penalty: 2894.445801
	Iteration 22Q: 3 clusters Score -431266.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -431282.843750 Penalty: 2894.445801
	Iteration 23Q: 3 clusters Score -431282.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -431293.593750 Penalty: 2894.445801
	Iteration 24Q: 3 clusters Score -431293.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -431303.406250 Penalty: 2894.445801
	Iteration 25Q: 3 clusters Score -431303.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -431311.281250 Penalty: 2894.445801
	Iteration 26Q: 3 clusters Score -431311.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -431319.531250 Penalty: 2894.445801
	Iteration 27Q: 3 clusters Score -431319.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -431326.218750 Penalty: 2894.445801
	Iteration 28Q: 3 clusters Score -431326.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -431335.968750 Penalty: 2894.445801
	Iteration 29Q: 3 clusters Score -431336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -431339.781250 Penalty: 2894.445801
	Iteration 30Q: 3 clusters Score -431339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -431344.593750 Penalty: 2894.445801
	Iteration 31Q: 3 clusters Score -431344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -431347.156250 Penalty: 2894.445801
	Iteration 32Q: 3 clusters Score -431347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -431349.625000 Penalty: 2894.445801
	Iteration 33Q: 3 clusters Score -431349.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -431354.125000 Penalty: 2894.445801
	Iteration 34Q: 3 clusters Score -431354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -431355.031250 Penalty: 2894.445801
	Iteration 35Q: 3 clusters Score -431355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -431358.906250 Penalty: 2894.445801
	Iteration 36Q: 3 clusters Score -431358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -431361.718750 Penalty: 2894.445801
	Iteration 37Q: 3 clusters Score -431361.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -431362.781250 Penalty: 2894.445801
	Iteration 38Q: 3 clusters Score -431362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -431364.031250 Penalty: 2894.445801
	Iteration 39Q: 3 clusters Score -431364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -431366.343750 Penalty: 2894.445801
	Iteration 40F: 3 clusters Score -431366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -431367.562500 Penalty: 2894.445801
	Iteration 41Q: 3 clusters Score -431367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -431368.187500 Penalty: 2894.445801
	Iteration 42Q: 3 clusters Score -431368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -431367.937500 Penalty: 2894.445801
	Iteration 43Q: 3 clusters Score -431367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -431369.187500 Penalty: 2894.445801
	Iteration 44Q: 3 clusters Score -431369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -431368.375000 Penalty: 2894.445801
	Iteration 45Q: 3 clusters Score -431368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -431368.156250 Penalty: 2894.445801
	Iteration 46Q: 3 clusters Score -431368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -431368.156250 Penalty: 2894.445801
	Iteration 47F: 3 clusters Score -431368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -120776.210938 Penalty: 1255.652832
	Iteration 0F: 2 clusters Score -120776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -118529.250000 Penalty: 2511.305664
	Iteration 0F: 3 clusters Score -118529.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -118997.156250 Penalty: 2511.305664
	Iteration 1F: 3 clusters Score -118997.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -119107.906250 Penalty: 2511.305664
	Iteration 2F: 3 clusters Score -119107.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -119175.414062 Penalty: 2511.305664
	Iteration 3Q: 3 clusters Score -119175.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -119234.367188 Penalty: 2511.305664
	Iteration 4Q: 3 clusters Score -119234.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -119284.250000 Penalty: 2511.305664
	Iteration 5Q: 3 clusters Score -119284.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -119325.796875 Penalty: 2511.305664
	Iteration 6Q: 3 clusters Score -119325.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -119360.148438 Penalty: 2511.305664
	Iteration 7Q: 3 clusters Score -119360.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -119385.570312 Penalty: 2511.305664
	Iteration 8Q: 3 clusters Score -119385.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -119403.820312 Penalty: 2511.305664
	Iteration 9Q: 3 clusters Score -119403.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -119416.085938 Penalty: 2511.305664
	Iteration 10Q: 3 clusters Score -119416.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119429.960938 Penalty: 2511.305664
	Iteration 11Q: 3 clusters Score -119430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -119442.460938 Penalty: 2511.305664
	Iteration 12Q: 3 clusters Score -119442.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -119450.992188 Penalty: 2511.305664
	Iteration 13Q: 3 clusters Score -119451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -119459.453125 Penalty: 2511.305664
	Iteration 14Q: 3 clusters Score -119459.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119467.968750 Penalty: 2511.305664
	Iteration 15Q: 3 clusters Score -119468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -119478.843750 Penalty: 2511.305664
	Iteration 16Q: 3 clusters Score -119478.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -119487.812500 Penalty: 2511.305664
	Iteration 17Q: 3 clusters Score -119487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -119493.929688 Penalty: 2511.305664
	Iteration 18Q: 3 clusters Score -119493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119497.351562 Penalty: 2511.305664
	Iteration 19Q: 3 clusters Score -119497.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -119502.343750 Penalty: 2511.305664
	Iteration 20F: 3 clusters Score -119502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119507.078125 Penalty: 2511.305664
	Iteration 21Q: 3 clusters Score -119507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -119512.007812 Penalty: 2511.305664
	Iteration 22Q: 3 clusters Score -119512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -119512.765625 Penalty: 2511.305664
	Iteration 23Q: 3 clusters Score -119512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -119513.781250 Penalty: 2511.305664
	Iteration 24Q: 3 clusters Score -119513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -119515.960938 Penalty: 2511.305664
	Iteration 25Q: 3 clusters Score -119516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -119518.484375 Penalty: 2511.305664
	Iteration 26Q: 3 clusters Score -119518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -119522.476562 Penalty: 2511.305664
	Iteration 27Q: 3 clusters Score -119522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -119524.859375 Penalty: 2511.305664
	Iteration 28Q: 3 clusters Score -119524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -119526.500000 Penalty: 2511.305664
	Iteration 29Q: 3 clusters Score -119526.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -119528.039062 Penalty: 2511.305664
	Iteration 30Q: 3 clusters Score -119528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -119528.710938 Penalty: 2511.305664
	Iteration 31Q: 3 clusters Score -119528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -119529.281250 Penalty: 2511.305664
	Iteration 32Q: 3 clusters Score -119529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -119529.523438 Penalty: 2511.305664
	Iteration 33Q: 3 clusters Score -119529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -119530.179688 Penalty: 2511.305664
	Iteration 34Q: 3 clusters Score -119530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -119531.296875 Penalty: 2511.305664
	Iteration 35Q: 3 clusters Score -119531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -119531.820312 Penalty: 2511.305664
	Iteration 36Q: 3 clusters Score -119531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -119531.820312 Penalty: 2511.305664
	Iteration 37F: 3 clusters Score -119531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -352015.531250 Penalty: 1414.777710
	Iteration 0F: 2 clusters Score -352015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -347400.406250 Penalty: 2829.555420
	Iteration 0F: 3 clusters Score -347400.4 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -348787.937500 Penalty: 2829.555420
	Iteration 1F: 3 clusters Score -348787.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -349020.656250 Penalty: 2829.555420
	Iteration 2F: 3 clusters Score -349020.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -349212.812500 Penalty: 2829.555420
	Iteration 3F: 3 clusters Score -349212.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -349376.593750 Penalty: 2829.555420
	Iteration 4Q: 3 clusters Score -349376.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -349507.875000 Penalty: 2829.555420
	Iteration 5Q: 3 clusters Score -349507.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -349636.000000 Penalty: 2829.555420
	Iteration 6Q: 3 clusters Score -349636 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -349763.875000 Penalty: 2829.555420
	Iteration 7Q: 3 clusters Score -349763.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -349915.000000 Penalty: 2829.555420
	Iteration 8Q: 3 clusters Score -349915 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -350090.562500 Penalty: 2829.555420
	Iteration 9Q: 3 clusters Score -350090.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -350259.343750 Penalty: 2829.555420
	Iteration 10Q: 3 clusters Score -350259.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -350388.093750 Penalty: 2829.555420
	Iteration 11Q: 3 clusters Score -350388.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -350493.000000 Penalty: 2829.555420
	Iteration 12Q: 3 clusters Score -350493 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -350587.312500 Penalty: 2829.555420
	Iteration 13Q: 3 clusters Score -350587.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -350695.656250 Penalty: 2829.555420
	Iteration 14Q: 3 clusters Score -350695.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -350790.093750 Penalty: 2829.555420
	Iteration 15Q: 3 clusters Score -350790.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -350856.062500 Penalty: 2829.555420
	Iteration 16Q: 3 clusters Score -350856.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -350896.875000 Penalty: 2829.555420
	Iteration 17Q: 3 clusters Score -350896.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -350923.375000 Penalty: 2829.555420
	Iteration 18Q: 3 clusters Score -350923.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -350946.375000 Penalty: 2829.555420
	Iteration 19Q: 3 clusters Score -350946.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -350965.968750 Penalty: 2829.555420
	Iteration 20F: 3 clusters Score -350966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -350980.187500 Penalty: 2829.555420
	Iteration 21Q: 3 clusters Score -350980.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -350987.843750 Penalty: 2829.555420
	Iteration 22Q: 3 clusters Score -350987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -350993.937500 Penalty: 2829.555420
	Iteration 23Q: 3 clusters Score -350993.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -350998.500000 Penalty: 2829.555420
	Iteration 24Q: 3 clusters Score -350998.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -351001.312500 Penalty: 2829.555420
	Iteration 25Q: 3 clusters Score -351001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -351002.562500 Penalty: 2829.555420
	Iteration 26Q: 3 clusters Score -351002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -351004.531250 Penalty: 2829.555420
	Iteration 27Q: 3 clusters Score -351004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -351007.312500 Penalty: 2829.555420
	Iteration 28Q: 3 clusters Score -351007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -351008.593750 Penalty: 2829.555420
	Iteration 29Q: 3 clusters Score -351008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -351009.281250 Penalty: 2829.555420
	Iteration 30Q: 3 clusters Score -351009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -351009.625000 Penalty: 2829.555420
	Iteration 31Q: 3 clusters Score -351009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -351011.062500 Penalty: 2829.555420
	Iteration 32Q: 3 clusters Score -351011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -351011.468750 Penalty: 2829.555420
	Iteration 33Q: 3 clusters Score -351011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -351012.031250 Penalty: 2829.555420
	Iteration 34Q: 3 clusters Score -351012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -351013.406250 Penalty: 2829.555420
	Iteration 35Q: 3 clusters Score -351013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -351012.656250 Penalty: 2829.555420
	Iteration 36Q: 3 clusters Score -351012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -351013.531250 Penalty: 2829.555420
	Iteration 37Q: 3 clusters Score -351013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -351014.812500 Penalty: 2829.555420
	Iteration 38Q: 3 clusters Score -351014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -351015.406250 Penalty: 2829.555420
	Iteration 39Q: 3 clusters Score -351015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -351015.781250 Penalty: 2829.555420
	Iteration 40F: 3 clusters Score -351015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -351016.500000 Penalty: 2829.555420
	Iteration 41Q: 3 clusters Score -351016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -351016.593750 Penalty: 2829.555420
	Iteration 42Q: 3 clusters Score -351016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -351018.843750 Penalty: 2829.555420
	Iteration 43Q: 3 clusters Score -351018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -351019.562500 Penalty: 2829.555420
	Iteration 44Q: 3 clusters Score -351019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -351020.781250 Penalty: 2829.555420
	Iteration 45Q: 3 clusters Score -351020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -351020.531250 Penalty: 2829.555420
	Iteration 46Q: 3 clusters Score -351020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -351020.531250 Penalty: 2829.555420
	Iteration 47F: 3 clusters Score -351020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -192500.265625 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -192500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -189667.421875 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -189667.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -190348.140625 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -190348.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -190513.140625 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -190513.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -190620.296875 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -190620.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -190698.546875 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -190698.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -190761.578125 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -190761.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190814.218750 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -190814.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -190867.468750 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -190867.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190907.671875 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -190907.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190946.093750 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -190946.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -190980.921875 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -190980.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -191017.515625 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -191017.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -191046.359375 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -191046.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191069.500000 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -191069.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191094.140625 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -191094.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191125.312500 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -191125.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -191146.875000 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -191146.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191160.781250 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -191160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191176.359375 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -191176.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191188.218750 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -191188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -191198.734375 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -191198.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -191211.296875 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -191211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191222.984375 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -191223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -191229.000000 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -191229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -191233.437500 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -191233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191238.328125 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -191238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -191240.890625 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -191240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -191244.921875 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -191244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -191248.125000 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -191248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -191251.031250 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -191251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191253.687500 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -191253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -191255.484375 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -191255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -191256.750000 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -191256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -191256.750000 Penalty: 2619.983398
	Iteration 33F: 3 clusters Score -191256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -342502.156250 Penalty: 1407.994019
	Iteration 0F: 2 clusters Score -342502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -337983.375000 Penalty: 2815.988037
	Iteration 0F: 3 clusters Score -337983.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -339307.687500 Penalty: 2815.988037
	Iteration 1F: 3 clusters Score -339307.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -339491.218750 Penalty: 2815.988037
	Iteration 2F: 3 clusters Score -339491.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -339601.937500 Penalty: 2815.988037
	Iteration 3Q: 3 clusters Score -339601.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -339670.437500 Penalty: 2815.988037
	Iteration 4Q: 3 clusters Score -339670.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -339724.281250 Penalty: 2815.988037
	Iteration 5Q: 3 clusters Score -339724.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -339771.312500 Penalty: 2815.988037
	Iteration 6Q: 3 clusters Score -339771.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -339808.750000 Penalty: 2815.988037
	Iteration 7Q: 3 clusters Score -339808.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -339837.468750 Penalty: 2815.988037
	Iteration 8Q: 3 clusters Score -339837.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -339869.437500 Penalty: 2815.988037
	Iteration 9Q: 3 clusters Score -339869.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -339898.468750 Penalty: 2815.988037
	Iteration 10Q: 3 clusters Score -339898.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -339922.500000 Penalty: 2815.988037
	Iteration 11Q: 3 clusters Score -339922.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -339942.562500 Penalty: 2815.988037
	Iteration 12Q: 3 clusters Score -339942.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -339958.375000 Penalty: 2815.988037
	Iteration 13Q: 3 clusters Score -339958.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -339976.562500 Penalty: 2815.988037
	Iteration 14Q: 3 clusters Score -339976.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -339993.218750 Penalty: 2815.988037
	Iteration 15Q: 3 clusters Score -339993.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -340011.437500 Penalty: 2815.988037
	Iteration 16Q: 3 clusters Score -340011.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -340031.250000 Penalty: 2815.988037
	Iteration 17Q: 3 clusters Score -340031.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -340057.281250 Penalty: 2815.988037
	Iteration 18Q: 3 clusters Score -340057.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -340080.531250 Penalty: 2815.988037
	Iteration 19Q: 3 clusters Score -340080.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -340107.281250 Penalty: 2815.988037
	Iteration 20F: 3 clusters Score -340107.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -340127.625000 Penalty: 2815.988037
	Iteration 21Q: 3 clusters Score -340127.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -340149.687500 Penalty: 2815.988037
	Iteration 22Q: 3 clusters Score -340149.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -340181.968750 Penalty: 2815.988037
	Iteration 23Q: 3 clusters Score -340182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -340219.406250 Penalty: 2815.988037
	Iteration 24Q: 3 clusters Score -340219.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -340267.000000 Penalty: 2815.988037
	Iteration 25Q: 3 clusters Score -340267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -340333.187500 Penalty: 2815.988037
	Iteration 26Q: 3 clusters Score -340333.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -340395.500000 Penalty: 2815.988037
	Iteration 27Q: 3 clusters Score -340395.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -340473.250000 Penalty: 2815.988037
	Iteration 28Q: 3 clusters Score -340473.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -340578.968750 Penalty: 2815.988037
	Iteration 29Q: 3 clusters Score -340579 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -340718.093750 Penalty: 2815.988037
	Iteration 30Q: 3 clusters Score -340718.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -340851.343750 Penalty: 2815.988037
	Iteration 31Q: 3 clusters Score -340851.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -340954.562500 Penalty: 2815.988037
	Iteration 32Q: 3 clusters Score -340954.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -341020.250000 Penalty: 2815.988037
	Iteration 33Q: 3 clusters Score -341020.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -341063.875000 Penalty: 2815.988037
	Iteration 34Q: 3 clusters Score -341063.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -341107.125000 Penalty: 2815.988037
	Iteration 35Q: 3 clusters Score -341107.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -341139.593750 Penalty: 2815.988037
	Iteration 36Q: 3 clusters Score -341139.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -341162.750000 Penalty: 2815.988037
	Iteration 37Q: 3 clusters Score -341162.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -341178.375000 Penalty: 2815.988037
	Iteration 38Q: 3 clusters Score -341178.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -341186.562500 Penalty: 2815.988037
	Iteration 39Q: 3 clusters Score -341186.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -341198.562500 Penalty: 2815.988037
	Iteration 40F: 3 clusters Score -341198.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -341204.468750 Penalty: 2815.988037
	Iteration 41Q: 3 clusters Score -341204.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -341212.437500 Penalty: 2815.988037
	Iteration 42Q: 3 clusters Score -341212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -341218.687500 Penalty: 2815.988037
	Iteration 43Q: 3 clusters Score -341218.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -341223.937500 Penalty: 2815.988037
	Iteration 44Q: 3 clusters Score -341223.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -341229.906250 Penalty: 2815.988037
	Iteration 45Q: 3 clusters Score -341229.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -341236.406250 Penalty: 2815.988037
	Iteration 46Q: 3 clusters Score -341236.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -341244.125000 Penalty: 2815.988037
	Iteration 47Q: 3 clusters Score -341244.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -341248.562500 Penalty: 2815.988037
	Iteration 48Q: 3 clusters Score -341248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -341253.375000 Penalty: 2815.988037
	Iteration 49Q: 3 clusters Score -341253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -341257.375000 Penalty: 2815.988037
	Iteration 50Q: 3 clusters Score -341257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -341263.031250 Penalty: 2815.988037
	Iteration 51Q: 3 clusters Score -341263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -341267.593750 Penalty: 2815.988037
	Iteration 52Q: 3 clusters Score -341267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -341274.656250 Penalty: 2815.988037
	Iteration 53Q: 3 clusters Score -341274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -341278.343750 Penalty: 2815.988037
	Iteration 54Q: 3 clusters Score -341278.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -341283.468750 Penalty: 2815.988037
	Iteration 55Q: 3 clusters Score -341283.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -341287.718750 Penalty: 2815.988037
	Iteration 56Q: 3 clusters Score -341287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -341292.625000 Penalty: 2815.988037
	Iteration 57Q: 3 clusters Score -341292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -341296.875000 Penalty: 2815.988037
	Iteration 58Q: 3 clusters Score -341296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -341301.875000 Penalty: 2815.988037
	Iteration 59Q: 3 clusters Score -341301.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -341305.062500 Penalty: 2815.988037
	Iteration 60F: 3 clusters Score -341305.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -341311.687500 Penalty: 2815.988037
	Iteration 61Q: 3 clusters Score -341311.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -341316.156250 Penalty: 2815.988037
	Iteration 62Q: 3 clusters Score -341316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -341323.093750 Penalty: 2815.988037
	Iteration 63Q: 3 clusters Score -341323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -341328.875000 Penalty: 2815.988037
	Iteration 64Q: 3 clusters Score -341328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -341330.781250 Penalty: 2815.988037
	Iteration 65Q: 3 clusters Score -341330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -341330.187500 Penalty: 2815.988037
	Iteration 66Q: 3 clusters Score -341330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -341332.125000 Penalty: 2815.988037
	Iteration 67Q: 3 clusters Score -341332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -341332.093750 Penalty: 2815.988037
	Iteration 68Q: 3 clusters Score -341332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -341332.625000 Penalty: 2815.988037
	Iteration 69Q: 3 clusters Score -341332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -341332.843750 Penalty: 2815.988037
	Iteration 70Q: 3 clusters Score -341332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -341333.218750 Penalty: 2815.988037
	Iteration 71Q: 3 clusters Score -341333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -341333.406250 Penalty: 2815.988037
	Iteration 72Q: 3 clusters Score -341333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -341333.968750 Penalty: 2815.988037
	Iteration 73Q: 3 clusters Score -341334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -341334.156250 Penalty: 2815.988037
	Iteration 74Q: 3 clusters Score -341334.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -341334.656250 Penalty: 2815.988037
	Iteration 75Q: 3 clusters Score -341334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -341336.187500 Penalty: 2815.988037
	Iteration 76Q: 3 clusters Score -341336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -341338.437500 Penalty: 2815.988037
	Iteration 77Q: 3 clusters Score -341338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -341340.812500 Penalty: 2815.988037
	Iteration 78Q: 3 clusters Score -341340.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -341345.437500 Penalty: 2815.988037
	Iteration 79Q: 3 clusters Score -341345.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -341350.187500 Penalty: 2815.988037
	Iteration 80F: 3 clusters Score -341350.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -341356.218750 Penalty: 2815.988037
	Iteration 81Q: 3 clusters Score -341356.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -341364.375000 Penalty: 2815.988037
	Iteration 82Q: 3 clusters Score -341364.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -341371.531250 Penalty: 2815.988037
	Iteration 83Q: 3 clusters Score -341371.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -341381.750000 Penalty: 2815.988037
	Iteration 84Q: 3 clusters Score -341381.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -341391.218750 Penalty: 2815.988037
	Iteration 85Q: 3 clusters Score -341391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -341399.437500 Penalty: 2815.988037
	Iteration 86Q: 3 clusters Score -341399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -341404.968750 Penalty: 2815.988037
	Iteration 87Q: 3 clusters Score -341405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -341409.218750 Penalty: 2815.988037
	Iteration 88Q: 3 clusters Score -341409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -341414.312500 Penalty: 2815.988037
	Iteration 89Q: 3 clusters Score -341414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -341416.093750 Penalty: 2815.988037
	Iteration 90Q: 3 clusters Score -341416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -341418.250000 Penalty: 2815.988037
	Iteration 91Q: 3 clusters Score -341418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -341419.375000 Penalty: 2815.988037
	Iteration 92Q: 3 clusters Score -341419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -341420.218750 Penalty: 2815.988037
	Iteration 93Q: 3 clusters Score -341420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -341419.187500 Penalty: 2815.988037
	Iteration 94Q: 3 clusters Score -341419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -341419.187500 Penalty: 2815.988037
	Iteration 95F: 3 clusters Score -341419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -592244.000000 Penalty: 1494.438721
	Iteration 0F: 2 clusters Score -592244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -585167.812500 Penalty: 2988.877441
	Iteration 0F: 3 clusters Score -585167.8 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -587347.250000 Penalty: 2988.877441
	Iteration 1F: 3 clusters Score -587347.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -587644.812500 Penalty: 2988.877441
	Iteration 2F: 3 clusters Score -587644.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -587864.375000 Penalty: 2988.877441
	Iteration 3F: 3 clusters Score -587864.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -588050.062500 Penalty: 2988.877441
	Iteration 4Q: 3 clusters Score -588050.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -588241.062500 Penalty: 2988.877441
	Iteration 5Q: 3 clusters Score -588241.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -588440.687500 Penalty: 2988.877441
	Iteration 6Q: 3 clusters Score -588440.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -588675.250000 Penalty: 2988.877441
	Iteration 7Q: 3 clusters Score -588675.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -588922.500000 Penalty: 2988.877441
	Iteration 8Q: 3 clusters Score -588922.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -589178.875000 Penalty: 2988.877441
	Iteration 9Q: 3 clusters Score -589178.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -589413.750000 Penalty: 2988.877441
	Iteration 10Q: 3 clusters Score -589413.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -589675.437500 Penalty: 2988.877441
	Iteration 11Q: 3 clusters Score -589675.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -589909.312500 Penalty: 2988.877441
	Iteration 12Q: 3 clusters Score -589909.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -590127.687500 Penalty: 2988.877441
	Iteration 13Q: 3 clusters Score -590127.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -590288.125000 Penalty: 2988.877441
	Iteration 14Q: 3 clusters Score -590288.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -590401.562500 Penalty: 2988.877441
	Iteration 15Q: 3 clusters Score -590401.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -590479.937500 Penalty: 2988.877441
	Iteration 16Q: 3 clusters Score -590479.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -590544.125000 Penalty: 2988.877441
	Iteration 17Q: 3 clusters Score -590544.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -590621.937500 Penalty: 2988.877441
	Iteration 18Q: 3 clusters Score -590621.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -590696.625000 Penalty: 2988.877441
	Iteration 19Q: 3 clusters Score -590696.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -590740.812500 Penalty: 2988.877441
	Iteration 20F: 3 clusters Score -590740.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -590780.062500 Penalty: 2988.877441
	Iteration 21Q: 3 clusters Score -590780.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -590814.000000 Penalty: 2988.877441
	Iteration 22Q: 3 clusters Score -590814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -590841.062500 Penalty: 2988.877441
	Iteration 23Q: 3 clusters Score -590841.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -590866.375000 Penalty: 2988.877441
	Iteration 24Q: 3 clusters Score -590866.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -590891.562500 Penalty: 2988.877441
	Iteration 25Q: 3 clusters Score -590891.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -590915.625000 Penalty: 2988.877441
	Iteration 26Q: 3 clusters Score -590915.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -590937.250000 Penalty: 2988.877441
	Iteration 27Q: 3 clusters Score -590937.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -590956.812500 Penalty: 2988.877441
	Iteration 28Q: 3 clusters Score -590956.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -590970.625000 Penalty: 2988.877441
	Iteration 29Q: 3 clusters Score -590970.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -590981.250000 Penalty: 2988.877441
	Iteration 30Q: 3 clusters Score -590981.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -590990.625000 Penalty: 2988.877441
	Iteration 31Q: 3 clusters Score -590990.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -591001.750000 Penalty: 2988.877441
	Iteration 32Q: 3 clusters Score -591001.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -591013.250000 Penalty: 2988.877441
	Iteration 33Q: 3 clusters Score -591013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -591020.500000 Penalty: 2988.877441
	Iteration 34Q: 3 clusters Score -591020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -591030.125000 Penalty: 2988.877441
	Iteration 35Q: 3 clusters Score -591030.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -591039.437500 Penalty: 2988.877441
	Iteration 36Q: 3 clusters Score -591039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -591046.750000 Penalty: 2988.877441
	Iteration 37Q: 3 clusters Score -591046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -591052.125000 Penalty: 2988.877441
	Iteration 38Q: 3 clusters Score -591052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -591054.750000 Penalty: 2988.877441
	Iteration 39Q: 3 clusters Score -591054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -591060.437500 Penalty: 2988.877441
	Iteration 40F: 3 clusters Score -591060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -591062.125000 Penalty: 2988.877441
	Iteration 41Q: 3 clusters Score -591062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -591063.187500 Penalty: 2988.877441
	Iteration 42Q: 3 clusters Score -591063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -591062.625000 Penalty: 2988.877441
	Iteration 43Q: 3 clusters Score -591062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -591063.250000 Penalty: 2988.877441
	Iteration 44Q: 3 clusters Score -591063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -591063.187500 Penalty: 2988.877441
	Iteration 45Q: 3 clusters Score -591063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -591063.187500 Penalty: 2988.877441
	Iteration 46Q: 3 clusters Score -591063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -591063.187500 Penalty: 2988.877441
	Iteration 47F: 3 clusters Score -591063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -458081.312500 Penalty: 1468.154297
	Iteration 0F: 2 clusters Score -458081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -451955.656250 Penalty: 2936.308594
	Iteration 0F: 3 clusters Score -451955.7 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -453956.968750 Penalty: 2936.308594
	Iteration 1F: 3 clusters Score -453957 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -454222.218750 Penalty: 2936.308594
	Iteration 2F: 3 clusters Score -454222.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -454419.187500 Penalty: 2936.308594
	Iteration 3F: 3 clusters Score -454419.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -454592.156250 Penalty: 2936.308594
	Iteration 4Q: 3 clusters Score -454592.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -454729.250000 Penalty: 2936.308594
	Iteration 5Q: 3 clusters Score -454729.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -454848.218750 Penalty: 2936.308594
	Iteration 6Q: 3 clusters Score -454848.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -454949.031250 Penalty: 2936.308594
	Iteration 7Q: 3 clusters Score -454949 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -455055.312500 Penalty: 2936.308594
	Iteration 8Q: 3 clusters Score -455055.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -455177.437500 Penalty: 2936.308594
	Iteration 9Q: 3 clusters Score -455177.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -455315.718750 Penalty: 2936.308594
	Iteration 10Q: 3 clusters Score -455315.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -455472.093750 Penalty: 2936.308594
	Iteration 11Q: 3 clusters Score -455472.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -455637.531250 Penalty: 2936.308594
	Iteration 12Q: 3 clusters Score -455637.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -455804.187500 Penalty: 2936.308594
	Iteration 13Q: 3 clusters Score -455804.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -455965.093750 Penalty: 2936.308594
	Iteration 14Q: 3 clusters Score -455965.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -456122.062500 Penalty: 2936.308594
	Iteration 15Q: 3 clusters Score -456122.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -456257.843750 Penalty: 2936.308594
	Iteration 16Q: 3 clusters Score -456257.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -456392.062500 Penalty: 2936.308594
	Iteration 17Q: 3 clusters Score -456392.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -456508.031250 Penalty: 2936.308594
	Iteration 18Q: 3 clusters Score -456508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -456594.062500 Penalty: 2936.308594
	Iteration 19Q: 3 clusters Score -456594.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -456660.093750 Penalty: 2936.308594
	Iteration 20F: 3 clusters Score -456660.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -456709.187500 Penalty: 2936.308594
	Iteration 21Q: 3 clusters Score -456709.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -456751.468750 Penalty: 2936.308594
	Iteration 22Q: 3 clusters Score -456751.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -456787.031250 Penalty: 2936.308594
	Iteration 23Q: 3 clusters Score -456787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -456815.031250 Penalty: 2936.308594
	Iteration 24Q: 3 clusters Score -456815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -456839.437500 Penalty: 2936.308594
	Iteration 25Q: 3 clusters Score -456839.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -456859.531250 Penalty: 2936.308594
	Iteration 26Q: 3 clusters Score -456859.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -456879.906250 Penalty: 2936.308594
	Iteration 27Q: 3 clusters Score -456879.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -456902.968750 Penalty: 2936.308594
	Iteration 28Q: 3 clusters Score -456903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -456916.968750 Penalty: 2936.308594
	Iteration 29Q: 3 clusters Score -456917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -456928.218750 Penalty: 2936.308594
	Iteration 30Q: 3 clusters Score -456928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -456937.343750 Penalty: 2936.308594
	Iteration 31Q: 3 clusters Score -456937.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -456947.937500 Penalty: 2936.308594
	Iteration 32Q: 3 clusters Score -456947.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -456958.218750 Penalty: 2936.308594
	Iteration 33Q: 3 clusters Score -456958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -456964.968750 Penalty: 2936.308594
	Iteration 34Q: 3 clusters Score -456965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -456971.093750 Penalty: 2936.308594
	Iteration 35Q: 3 clusters Score -456971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -456974.812500 Penalty: 2936.308594
	Iteration 36Q: 3 clusters Score -456974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -456977.468750 Penalty: 2936.308594
	Iteration 37Q: 3 clusters Score -456977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -456980.437500 Penalty: 2936.308594
	Iteration 38Q: 3 clusters Score -456980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -456982.781250 Penalty: 2936.308594
	Iteration 39Q: 3 clusters Score -456982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -456984.687500 Penalty: 2936.308594
	Iteration 40F: 3 clusters Score -456984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -456986.500000 Penalty: 2936.308594
	Iteration 41Q: 3 clusters Score -456986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -456986.687500 Penalty: 2936.308594
	Iteration 42Q: 3 clusters Score -456986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -456986.843750 Penalty: 2936.308594
	Iteration 43Q: 3 clusters Score -456986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -456987.343750 Penalty: 2936.308594
	Iteration 44Q: 3 clusters Score -456987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -456987.531250 Penalty: 2936.308594
	Iteration 45Q: 3 clusters Score -456987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -456987.843750 Penalty: 2936.308594
	Iteration 46Q: 3 clusters Score -456987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -456988.968750 Penalty: 2936.308594
	Iteration 47Q: 3 clusters Score -456989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -456988.187500 Penalty: 2936.308594
	Iteration 48Q: 3 clusters Score -456988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -456989.437500 Penalty: 2936.308594
	Iteration 49Q: 3 clusters Score -456989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -456989.687500 Penalty: 2936.308594
	Iteration 50Q: 3 clusters Score -456989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -456990.281250 Penalty: 2936.308594
	Iteration 51Q: 3 clusters Score -456990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -456990.281250 Penalty: 2936.308594
	Iteration 52F: 3 clusters Score -456990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -221269.468750 Penalty: 1327.333008
	Iteration 0F: 2 clusters Score -221269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -218178.890625 Penalty: 2654.666016
	Iteration 0F: 3 clusters Score -218178.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -218954.093750 Penalty: 2654.666016
	Iteration 1F: 3 clusters Score -218954.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -219116.218750 Penalty: 2654.666016
	Iteration 2F: 3 clusters Score -219116.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -219225.296875 Penalty: 2654.666016
	Iteration 3F: 3 clusters Score -219225.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -219315.296875 Penalty: 2654.666016
	Iteration 4Q: 3 clusters Score -219315.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219385.593750 Penalty: 2654.666016
	Iteration 5Q: 3 clusters Score -219385.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -219465.296875 Penalty: 2654.666016
	Iteration 6Q: 3 clusters Score -219465.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -219534.671875 Penalty: 2654.666016
	Iteration 7Q: 3 clusters Score -219534.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -219594.265625 Penalty: 2654.666016
	Iteration 8Q: 3 clusters Score -219594.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -219665.296875 Penalty: 2654.666016
	Iteration 9Q: 3 clusters Score -219665.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -219727.328125 Penalty: 2654.666016
	Iteration 10Q: 3 clusters Score -219727.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219768.750000 Penalty: 2654.666016
	Iteration 11Q: 3 clusters Score -219768.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219807.859375 Penalty: 2654.666016
	Iteration 12Q: 3 clusters Score -219807.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -219847.281250 Penalty: 2654.666016
	Iteration 13Q: 3 clusters Score -219847.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219890.187500 Penalty: 2654.666016
	Iteration 14Q: 3 clusters Score -219890.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -219925.812500 Penalty: 2654.666016
	Iteration 15Q: 3 clusters Score -219925.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -219948.609375 Penalty: 2654.666016
	Iteration 16Q: 3 clusters Score -219948.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -219963.671875 Penalty: 2654.666016
	Iteration 17Q: 3 clusters Score -219963.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -219970.875000 Penalty: 2654.666016
	Iteration 18Q: 3 clusters Score -219970.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -219980.812500 Penalty: 2654.666016
	Iteration 19Q: 3 clusters Score -219980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -219996.375000 Penalty: 2654.666016
	Iteration 20F: 3 clusters Score -219996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220003.656250 Penalty: 2654.666016
	Iteration 21Q: 3 clusters Score -220003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -220009.187500 Penalty: 2654.666016
	Iteration 22Q: 3 clusters Score -220009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220014.218750 Penalty: 2654.666016
	Iteration 23Q: 3 clusters Score -220014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220019.906250 Penalty: 2654.666016
	Iteration 24Q: 3 clusters Score -220019.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220026.140625 Penalty: 2654.666016
	Iteration 25Q: 3 clusters Score -220026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -220032.031250 Penalty: 2654.666016
	Iteration 26Q: 3 clusters Score -220032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -220037.562500 Penalty: 2654.666016
	Iteration 27Q: 3 clusters Score -220037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220042.406250 Penalty: 2654.666016
	Iteration 28Q: 3 clusters Score -220042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220044.859375 Penalty: 2654.666016
	Iteration 29Q: 3 clusters Score -220044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -220048.984375 Penalty: 2654.666016
	Iteration 30Q: 3 clusters Score -220049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -220051.562500 Penalty: 2654.666016
	Iteration 31Q: 3 clusters Score -220051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -220053.078125 Penalty: 2654.666016
	Iteration 32Q: 3 clusters Score -220053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220055.046875 Penalty: 2654.666016
	Iteration 33Q: 3 clusters Score -220055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -220058.031250 Penalty: 2654.666016
	Iteration 34Q: 3 clusters Score -220058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220060.375000 Penalty: 2654.666016
	Iteration 35Q: 3 clusters Score -220060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220062.656250 Penalty: 2654.666016
	Iteration 36Q: 3 clusters Score -220062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -220065.015625 Penalty: 2654.666016
	Iteration 37Q: 3 clusters Score -220065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -220068.468750 Penalty: 2654.666016
	Iteration 38Q: 3 clusters Score -220068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -220070.375000 Penalty: 2654.666016
	Iteration 39Q: 3 clusters Score -220070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -220070.890625 Penalty: 2654.666016
	Iteration 40F: 3 clusters Score -220070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -271931.843750 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -271931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -267896.875000 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -267896.9 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -269102.718750 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -269102.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -269320.062500 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -269320.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -269502.468750 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -269502.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -269645.093750 Penalty: 2769.967529
	Iteration 4F: 3 clusters Score -269645.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -269772.125000 Penalty: 2769.967529
	Iteration 5Q: 3 clusters Score -269772.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -269869.406250 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -269869.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -269959.062500 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -269959.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -270041.718750 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -270041.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -270102.187500 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -270102.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270157.375000 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -270157.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -270209.593750 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -270209.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -270252.500000 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -270252.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -270289.000000 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -270289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -270310.000000 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -270310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -270328.281250 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -270328.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -270341.968750 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -270342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -270353.875000 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -270353.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270363.031250 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -270363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270376.531250 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -270376.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -270388.437500 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -270388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -270394.281250 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -270394.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -270399.656250 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -270399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270405.406250 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -270405.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -270412.593750 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -270412.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270418.062500 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -270418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -270423.750000 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -270423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270427.343750 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -270427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -270429.437500 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -270429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270431.968750 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -270432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -270434.625000 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -270434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -270438.750000 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -270438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270442.687500 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -270442.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270448.000000 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -270448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270450.468750 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -270450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -270451.750000 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -270451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -270454.343750 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -270454.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -270456.812500 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -270456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270459.312500 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -270459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -270461.468750 Penalty: 2769.967529
	Iteration 39Q: 3 clusters Score -270461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -270462.781250 Penalty: 2769.967529
	Iteration 40F: 3 clusters Score -270462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -270465.906250 Penalty: 2769.967529
	Iteration 41Q: 3 clusters Score -270465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270468.937500 Penalty: 2769.967529
	Iteration 42Q: 3 clusters Score -270468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270474.906250 Penalty: 2769.967529
	Iteration 43Q: 3 clusters Score -270474.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270483.093750 Penalty: 2769.967529
	Iteration 44Q: 3 clusters Score -270483.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -270491.812500 Penalty: 2769.967529
	Iteration 45Q: 3 clusters Score -270491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -270501.406250 Penalty: 2769.967529
	Iteration 46Q: 3 clusters Score -270501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -270510.531250 Penalty: 2769.967529
	Iteration 47Q: 3 clusters Score -270510.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -270521.593750 Penalty: 2769.967529
	Iteration 48Q: 3 clusters Score -270521.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -270539.000000 Penalty: 2769.967529
	Iteration 49Q: 3 clusters Score -270539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -270559.250000 Penalty: 2769.967529
	Iteration 50Q: 3 clusters Score -270559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -270581.687500 Penalty: 2769.967529
	Iteration 51Q: 3 clusters Score -270581.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -270608.968750 Penalty: 2769.967529
	Iteration 52Q: 3 clusters Score -270609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -270628.187500 Penalty: 2769.967529
	Iteration 53Q: 3 clusters Score -270628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -270641.593750 Penalty: 2769.967529
	Iteration 54Q: 3 clusters Score -270641.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -270649.343750 Penalty: 2769.967529
	Iteration 55Q: 3 clusters Score -270649.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -270654.843750 Penalty: 2769.967529
	Iteration 56Q: 3 clusters Score -270654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -270658.843750 Penalty: 2769.967529
	Iteration 57Q: 3 clusters Score -270658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -270663.406250 Penalty: 2769.967529
	Iteration 58Q: 3 clusters Score -270663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -270666.281250 Penalty: 2769.967529
	Iteration 59Q: 3 clusters Score -270666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -270668.156250 Penalty: 2769.967529
	Iteration 60F: 3 clusters Score -270668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -270668.906250 Penalty: 2769.967529
	Iteration 61Q: 3 clusters Score -270668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -270671.156250 Penalty: 2769.967529
	Iteration 62Q: 3 clusters Score -270671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -270672.125000 Penalty: 2769.967529
	Iteration 63Q: 3 clusters Score -270672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -270675.281250 Penalty: 2769.967529
	Iteration 64Q: 3 clusters Score -270675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -270676.375000 Penalty: 2769.967529
	Iteration 65Q: 3 clusters Score -270676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -270678.125000 Penalty: 2769.967529
	Iteration 66Q: 3 clusters Score -270678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270680.093750 Penalty: 2769.967529
	Iteration 67Q: 3 clusters Score -270680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -270681.000000 Penalty: 2769.967529
	Iteration 68Q: 3 clusters Score -270681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -270685.125000 Penalty: 2769.967529
	Iteration 69Q: 3 clusters Score -270685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -270688.062500 Penalty: 2769.967529
	Iteration 70Q: 3 clusters Score -270688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -270690.312500 Penalty: 2769.967529
	Iteration 71Q: 3 clusters Score -270690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -270691.343750 Penalty: 2769.967529
	Iteration 72Q: 3 clusters Score -270691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270691.531250 Penalty: 2769.967529
	Iteration 73Q: 3 clusters Score -270691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270691.531250 Penalty: 2769.967529
	Iteration 74F: 3 clusters Score -270691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -181768.187500 Penalty: 1333.081421
	Iteration 0F: 2 clusters Score -181768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -178632.796875 Penalty: 2666.162842
	Iteration 0F: 3 clusters Score -178632.8 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -179536.125000 Penalty: 2666.162842
	Iteration 1F: 3 clusters Score -179536.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -179808.187500 Penalty: 2666.162842
	Iteration 2F: 3 clusters Score -179808.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -179996.484375 Penalty: 2666.162842
	Iteration 3F: 3 clusters Score -179996.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -180140.890625 Penalty: 2666.162842
	Iteration 4F: 3 clusters Score -180140.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -180260.750000 Penalty: 2666.162842
	Iteration 5Q: 3 clusters Score -180260.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -180335.906250 Penalty: 2666.162842
	Iteration 6Q: 3 clusters Score -180335.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -180387.875000 Penalty: 2666.162842
	Iteration 7Q: 3 clusters Score -180387.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -180429.453125 Penalty: 2666.162842
	Iteration 8Q: 3 clusters Score -180429.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -180463.562500 Penalty: 2666.162842
	Iteration 9Q: 3 clusters Score -180463.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -180484.375000 Penalty: 2666.162842
	Iteration 10Q: 3 clusters Score -180484.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -180502.875000 Penalty: 2666.162842
	Iteration 11Q: 3 clusters Score -180502.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -180521.046875 Penalty: 2666.162842
	Iteration 12Q: 3 clusters Score -180521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -180536.906250 Penalty: 2666.162842
	Iteration 13Q: 3 clusters Score -180536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -180548.796875 Penalty: 2666.162842
	Iteration 14Q: 3 clusters Score -180548.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -180571.562500 Penalty: 2666.162842
	Iteration 15Q: 3 clusters Score -180571.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -180594.640625 Penalty: 2666.162842
	Iteration 16Q: 3 clusters Score -180594.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -180607.640625 Penalty: 2666.162842
	Iteration 17Q: 3 clusters Score -180607.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -180616.968750 Penalty: 2666.162842
	Iteration 18Q: 3 clusters Score -180617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -180625.171875 Penalty: 2666.162842
	Iteration 19Q: 3 clusters Score -180625.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -180635.406250 Penalty: 2666.162842
	Iteration 20F: 3 clusters Score -180635.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -180648.015625 Penalty: 2666.162842
	Iteration 21Q: 3 clusters Score -180648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -180656.296875 Penalty: 2666.162842
	Iteration 22Q: 3 clusters Score -180656.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -180662.703125 Penalty: 2666.162842
	Iteration 23Q: 3 clusters Score -180662.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -180668.718750 Penalty: 2666.162842
	Iteration 24Q: 3 clusters Score -180668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -180675.140625 Penalty: 2666.162842
	Iteration 25Q: 3 clusters Score -180675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -180680.203125 Penalty: 2666.162842
	Iteration 26Q: 3 clusters Score -180680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -180685.687500 Penalty: 2666.162842
	Iteration 27Q: 3 clusters Score -180685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -180691.359375 Penalty: 2666.162842
	Iteration 28Q: 3 clusters Score -180691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -180698.062500 Penalty: 2666.162842
	Iteration 29Q: 3 clusters Score -180698.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -180705.468750 Penalty: 2666.162842
	Iteration 30Q: 3 clusters Score -180705.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -180710.281250 Penalty: 2666.162842
	Iteration 31Q: 3 clusters Score -180710.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -180716.656250 Penalty: 2666.162842
	Iteration 32Q: 3 clusters Score -180716.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -180722.171875 Penalty: 2666.162842
	Iteration 33Q: 3 clusters Score -180722.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -180730.671875 Penalty: 2666.162842
	Iteration 34Q: 3 clusters Score -180730.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -180736.796875 Penalty: 2666.162842
	Iteration 35Q: 3 clusters Score -180736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -180741.500000 Penalty: 2666.162842
	Iteration 36Q: 3 clusters Score -180741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -180745.812500 Penalty: 2666.162842
	Iteration 37Q: 3 clusters Score -180745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -180747.796875 Penalty: 2666.162842
	Iteration 38Q: 3 clusters Score -180747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -180749.109375 Penalty: 2666.162842
	Iteration 39Q: 3 clusters Score -180749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -180750.296875 Penalty: 2666.162842
	Iteration 40F: 3 clusters Score -180750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -180750.625000 Penalty: 2666.162842
	Iteration 41Q: 3 clusters Score -180750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -180750.625000 Penalty: 2666.162842
	Iteration 42F: 3 clusters Score -180750.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Entering Unmasked Estep 
Score: -1173523.875000 Penalty: 1604.551270
	Iteration 0F: 2 clusters Score -1173524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1160300.000000 Penalty: 3209.102539
	Iteration 0F: 3 clusters Score -1160300 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1164887.625000 Penalty: 3209.102539
	Iteration 1F: 3 clusters Score -1164888 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1165141.875000 Penalty: 3209.102539
	Iteration 2Q: 3 clusters Score -1165142 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1165357.875000 Penalty: 3209.102539
	Iteration 3Q: 3 clusters Score -1165358 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1165546.250000 Penalty: 3209.102539
	Iteration 4Q: 3 clusters Score -1165546 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1165737.625000 Penalty: 3209.102539
	Iteration 5Q: 3 clusters Score -1165738 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1165939.125000 Penalty: 3209.102539
	Iteration 6Q: 3 clusters Score -1165939 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1166168.625000 Penalty: 3209.102539
	Iteration 7Q: 3 clusters Score -1166169 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1166427.625000 Penalty: 3209.102539
	Iteration 8Q: 3 clusters Score -1166428 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1166756.000000 Penalty: 3209.102539
	Iteration 9Q: 3 clusters Score -1166756 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1167176.625000 Penalty: 3209.102539
	Iteration 10Q: 3 clusters Score -1167177 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1167688.750000 Penalty: 3209.102539
	Iteration 11Q: 3 clusters Score -1167689 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1168380.875000 Penalty: 3209.102539
	Iteration 12F: 3 clusters Score -1168381 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1169211.000000 Penalty: 3209.102539
	Iteration 13F: 3 clusters Score -1169211 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1170079.375000 Penalty: 3209.102539
	Iteration 14F: 3 clusters Score -1170079 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1170827.500000 Penalty: 3209.102539
	Iteration 15Q: 3 clusters Score -1170828 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1171373.375000 Penalty: 3209.102539
	Iteration 16Q: 3 clusters Score -1171373 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1171709.750000 Penalty: 3209.102539
	Iteration 17Q: 3 clusters Score -1171710 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1171911.625000 Penalty: 3209.102539
	Iteration 18Q: 3 clusters Score -1171912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1172040.875000 Penalty: 3209.102539
	Iteration 19Q: 3 clusters Score -1172041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1172106.625000 Penalty: 3209.102539
	Iteration 20F: 3 clusters Score -1172107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1172145.625000 Penalty: 3209.102539
	Iteration 21Q: 3 clusters Score -1172146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1172166.250000 Penalty: 3209.102539
	Iteration 22Q: 3 clusters Score -1172166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1172191.000000 Penalty: 3209.102539
	Iteration 23Q: 3 clusters Score -1172191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1172213.750000 Penalty: 3209.102539
	Iteration 24Q: 3 clusters Score -1172214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1172226.875000 Penalty: 3209.102539
	Iteration 25Q: 3 clusters Score -1172227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1172232.875000 Penalty: 3209.102539
	Iteration 26Q: 3 clusters Score -1172233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1172245.000000 Penalty: 3209.102539
	Iteration 27Q: 3 clusters Score -1172245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1172257.000000 Penalty: 3209.102539
	Iteration 28Q: 3 clusters Score -1172257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1172262.000000 Penalty: 3209.102539
	Iteration 29Q: 3 clusters Score -1172262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1172264.750000 Penalty: 3209.102539
	Iteration 30Q: 3 clusters Score -1172265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1172274.750000 Penalty: 3209.102539
	Iteration 31Q: 3 clusters Score -1172275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1172280.750000 Penalty: 3209.102539
	Iteration 32Q: 3 clusters Score -1172281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1172290.375000 Penalty: 3209.102539
	Iteration 33Q: 3 clusters Score -1172290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1172293.125000 Penalty: 3209.102539
	Iteration 34Q: 3 clusters Score -1172293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1172294.375000 Penalty: 3209.102539
	Iteration 35Q: 3 clusters Score -1172294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1172294.375000 Penalty: 3209.102539
	Iteration 36F: 3 clusters Score -1172294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -92911.304688 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -92911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -90918.007812 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -90918.01 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -91313.882812 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -91313.88 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -91425.867188 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -91425.87 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91486.632812 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -91486.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -91522.765625 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -91522.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -91556.390625 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -91556.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -91587.492188 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -91587.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -91612.929688 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -91612.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -91642.453125 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -91642.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91676.078125 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -91676.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -91715.812500 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -91715.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -91741.070312 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -91741.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -91767.304688 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -91767.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -91793.914062 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -91793.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -91826.656250 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -91826.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -91860.156250 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -91860.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -91887.187500 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -91887.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -91914.101562 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -91914.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -91942.367188 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -91942.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -91975.812500 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -91975.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -92002.218750 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -92002.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -92033.343750 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -92033.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -92060.960938 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -92060.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -92082.765625 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -92082.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -92097.796875 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -92097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -92112.804688 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -92112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -92123.539062 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -92123.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92130.359375 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -92130.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92133.171875 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -92133.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92135.343750 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -92135.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92138.046875 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -92138.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92139.070312 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -92139.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92140.460938 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -92140.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -92141.289062 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -92141.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -92143.109375 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -92143.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -92146.148438 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -92146.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -92146.960938 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -92146.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -92147.289062 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -92147.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -92147.289062 Penalty: 2447.754395
	Iteration 38F: 3 clusters Score -92147.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Entering Unmasked Estep 
Score: -618246.125000 Penalty: 1513.902100
	Iteration 0F: 2 clusters Score -618246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -610470.500000 Penalty: 3027.804199
	Iteration 0F: 3 clusters Score -610470.5 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -612993.500000 Penalty: 3027.804199
	Iteration 1F: 3 clusters Score -612993.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -613235.437500 Penalty: 3027.804199
	Iteration 2F: 3 clusters Score -613235.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -613433.375000 Penalty: 3027.804199
	Iteration 3Q: 3 clusters Score -613433.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -613632.125000 Penalty: 3027.804199
	Iteration 4Q: 3 clusters Score -613632.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -613859.312500 Penalty: 3027.804199
	Iteration 5Q: 3 clusters Score -613859.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -614118.625000 Penalty: 3027.804199
	Iteration 6Q: 3 clusters Score -614118.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -614386.187500 Penalty: 3027.804199
	Iteration 7Q: 3 clusters Score -614386.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -614629.250000 Penalty: 3027.804199
	Iteration 8Q: 3 clusters Score -614629.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -614829.125000 Penalty: 3027.804199
	Iteration 9Q: 3 clusters Score -614829.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -615024.500000 Penalty: 3027.804199
	Iteration 10Q: 3 clusters Score -615024.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -615198.187500 Penalty: 3027.804199
	Iteration 11Q: 3 clusters Score -615198.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -615343.062500 Penalty: 3027.804199
	Iteration 12Q: 3 clusters Score -615343.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -615475.812500 Penalty: 3027.804199
	Iteration 13Q: 3 clusters Score -615475.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -615583.500000 Penalty: 3027.804199
	Iteration 14Q: 3 clusters Score -615583.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -615663.687500 Penalty: 3027.804199
	Iteration 15Q: 3 clusters Score -615663.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -615718.750000 Penalty: 3027.804199
	Iteration 16Q: 3 clusters Score -615718.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -615773.750000 Penalty: 3027.804199
	Iteration 17Q: 3 clusters Score -615773.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -615821.375000 Penalty: 3027.804199
	Iteration 18Q: 3 clusters Score -615821.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -615864.250000 Penalty: 3027.804199
	Iteration 19Q: 3 clusters Score -615864.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -615907.687500 Penalty: 3027.804199
	Iteration 20F: 3 clusters Score -615907.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -615960.375000 Penalty: 3027.804199
	Iteration 21Q: 3 clusters Score -615960.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -616010.687500 Penalty: 3027.804199
	Iteration 22Q: 3 clusters Score -616010.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -616052.500000 Penalty: 3027.804199
	Iteration 23Q: 3 clusters Score -616052.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -616089.937500 Penalty: 3027.804199
	Iteration 24Q: 3 clusters Score -616089.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -616139.812500 Penalty: 3027.804199
	Iteration 25Q: 3 clusters Score -616139.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -616193.625000 Penalty: 3027.804199
	Iteration 26Q: 3 clusters Score -616193.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -616259.437500 Penalty: 3027.804199
	Iteration 27Q: 3 clusters Score -616259.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -616323.562500 Penalty: 3027.804199
	Iteration 28Q: 3 clusters Score -616323.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -616386.312500 Penalty: 3027.804199
	Iteration 29Q: 3 clusters Score -616386.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -616444.437500 Penalty: 3027.804199
	Iteration 30Q: 3 clusters Score -616444.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -616502.000000 Penalty: 3027.804199
	Iteration 31Q: 3 clusters Score -616502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -616552.500000 Penalty: 3027.804199
	Iteration 32Q: 3 clusters Score -616552.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -616596.625000 Penalty: 3027.804199
	Iteration 33Q: 3 clusters Score -616596.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -616641.187500 Penalty: 3027.804199
	Iteration 34Q: 3 clusters Score -616641.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -616689.500000 Penalty: 3027.804199
	Iteration 35Q: 3 clusters Score -616689.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -616740.750000 Penalty: 3027.804199
	Iteration 36Q: 3 clusters Score -616740.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -616785.375000 Penalty: 3027.804199
	Iteration 37Q: 3 clusters Score -616785.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -616851.562500 Penalty: 3027.804199
	Iteration 38Q: 3 clusters Score -616851.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -616897.187500 Penalty: 3027.804199
	Iteration 39Q: 3 clusters Score -616897.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -616928.750000 Penalty: 3027.804199
	Iteration 40F: 3 clusters Score -616928.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -616954.000000 Penalty: 3027.804199
	Iteration 41Q: 3 clusters Score -616954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -616981.000000 Penalty: 3027.804199
	Iteration 42Q: 3 clusters Score -616981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -616996.250000 Penalty: 3027.804199
	Iteration 43Q: 3 clusters Score -616996.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -617025.000000 Penalty: 3027.804199
	Iteration 44Q: 3 clusters Score -617025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -617036.125000 Penalty: 3027.804199
	Iteration 45Q: 3 clusters Score -617036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -617052.000000 Penalty: 3027.804199
	Iteration 46Q: 3 clusters Score -617052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -617063.562500 Penalty: 3027.804199
	Iteration 47Q: 3 clusters Score -617063.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -617070.500000 Penalty: 3027.804199
	Iteration 48Q: 3 clusters Score -617070.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -617075.750000 Penalty: 3027.804199
	Iteration 49Q: 3 clusters Score -617075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -617077.312500 Penalty: 3027.804199
	Iteration 50Q: 3 clusters Score -617077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -617078.687500 Penalty: 3027.804199
	Iteration 51Q: 3 clusters Score -617078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -617080.875000 Penalty: 3027.804199
	Iteration 52Q: 3 clusters Score -617080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -617081.375000 Penalty: 3027.804199
	Iteration 53Q: 3 clusters Score -617081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -617082.750000 Penalty: 3027.804199
	Iteration 54Q: 3 clusters Score -617082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -617084.312500 Penalty: 3027.804199
	Iteration 55Q: 3 clusters Score -617084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -617085.687500 Penalty: 3027.804199
	Iteration 56Q: 3 clusters Score -617085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -617087.562500 Penalty: 3027.804199
	Iteration 57Q: 3 clusters Score -617087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -617088.937500 Penalty: 3027.804199
	Iteration 58Q: 3 clusters Score -617088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -617090.812500 Penalty: 3027.804199
	Iteration 59Q: 3 clusters Score -617090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -617092.437500 Penalty: 3027.804199
	Iteration 60F: 3 clusters Score -617092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -396498.156250 Penalty: 1445.428467
	Iteration 0F: 2 clusters Score -396498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -391023.406250 Penalty: 2890.856934
	Iteration 0F: 3 clusters Score -391023.4 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -392656.062500 Penalty: 2890.856934
	Iteration 1F: 3 clusters Score -392656.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -392899.125000 Penalty: 2890.856934
	Iteration 2F: 3 clusters Score -392899.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -393102.750000 Penalty: 2890.856934
	Iteration 3F: 3 clusters Score -393102.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -393285.312500 Penalty: 2890.856934
	Iteration 4Q: 3 clusters Score -393285.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -393480.750000 Penalty: 2890.856934
	Iteration 5Q: 3 clusters Score -393480.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -393691.625000 Penalty: 2890.856934
	Iteration 6F: 3 clusters Score -393691.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -393868.281250 Penalty: 2890.856934
	Iteration 7Q: 3 clusters Score -393868.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -394020.937500 Penalty: 2890.856934
	Iteration 8Q: 3 clusters Score -394020.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -394166.250000 Penalty: 2890.856934
	Iteration 9Q: 3 clusters Score -394166.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -394322.406250 Penalty: 2890.856934
	Iteration 10Q: 3 clusters Score -394322.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -394462.406250 Penalty: 2890.856934
	Iteration 11Q: 3 clusters Score -394462.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -394606.281250 Penalty: 2890.856934
	Iteration 12Q: 3 clusters Score -394606.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -394755.687500 Penalty: 2890.856934
	Iteration 13Q: 3 clusters Score -394755.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -394880.562500 Penalty: 2890.856934
	Iteration 14Q: 3 clusters Score -394880.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -394990.843750 Penalty: 2890.856934
	Iteration 15Q: 3 clusters Score -394990.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -395079.500000 Penalty: 2890.856934
	Iteration 16Q: 3 clusters Score -395079.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -395130.406250 Penalty: 2890.856934
	Iteration 17Q: 3 clusters Score -395130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -395184.468750 Penalty: 2890.856934
	Iteration 18Q: 3 clusters Score -395184.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -395226.062500 Penalty: 2890.856934
	Iteration 19Q: 3 clusters Score -395226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -395241.250000 Penalty: 2890.856934
	Iteration 20F: 3 clusters Score -395241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -395249.750000 Penalty: 2890.856934
	Iteration 21Q: 3 clusters Score -395249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -395254.500000 Penalty: 2890.856934
	Iteration 22Q: 3 clusters Score -395254.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -395261.125000 Penalty: 2890.856934
	Iteration 23Q: 3 clusters Score -395261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -395266.156250 Penalty: 2890.856934
	Iteration 24Q: 3 clusters Score -395266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -395268.718750 Penalty: 2890.856934
	Iteration 25Q: 3 clusters Score -395268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -395272.437500 Penalty: 2890.856934
	Iteration 26Q: 3 clusters Score -395272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -395273.843750 Penalty: 2890.856934
	Iteration 27Q: 3 clusters Score -395273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -395274.218750 Penalty: 2890.856934
	Iteration 28Q: 3 clusters Score -395274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -395275.125000 Penalty: 2890.856934
	Iteration 29Q: 3 clusters Score -395275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -395273.937500 Penalty: 2890.856934
	Iteration 30Q: 3 clusters Score -395273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -395275.750000 Penalty: 2890.856934
	Iteration 31Q: 3 clusters Score -395275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -395275.750000 Penalty: 2890.856934
	Iteration 32F: 3 clusters Score -395275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -114417.445312 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -114417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112053.859375 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -112053.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112582.554688 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -112582.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112776.382812 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -112776.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -112912.601562 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -112912.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -113001.625000 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -113001.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -113059.242188 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -113059.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -113108.320312 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -113108.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -113144.945312 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -113144.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -113174.023438 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -113174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -113205.804688 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -113205.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -113228.171875 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -113228.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -113251.226562 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -113251.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -113273.281250 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -113273.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -113291.812500 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -113291.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -113305.234375 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -113305.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -113316.445312 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -113316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -113323.742188 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -113323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -113339.804688 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -113339.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -113350.476562 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -113350.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -113360.382812 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -113360.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -113375.039062 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -113375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -113396.304688 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -113396.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -113414.726562 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -113414.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -113427.148438 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -113427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -113441.750000 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -113441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -113457.085938 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -113457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -113473.203125 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -113473.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -113493.343750 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -113493.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -113502.390625 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -113502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -113508.750000 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -113508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -113512.585938 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -113512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -113516.515625 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -113516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -113521.335938 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -113521.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -113526.218750 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -113526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -113532.109375 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -113532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -113536.234375 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -113536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -113541.210938 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -113541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -113547.960938 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -113548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -113556.726562 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -113556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -113561.671875 Penalty: 2529.141357
	Iteration 39Q: 3 clusters Score -113561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -113567.609375 Penalty: 2529.141357
	Iteration 40F: 3 clusters Score -113567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -113572.265625 Penalty: 2529.141357
	Iteration 41Q: 3 clusters Score -113572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -113575.007812 Penalty: 2529.141357
	Iteration 42Q: 3 clusters Score -113575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -113576.992188 Penalty: 2529.141357
	Iteration 43Q: 3 clusters Score -113577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -113578.054688 Penalty: 2529.141357
	Iteration 44Q: 3 clusters Score -113578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -113578.914062 Penalty: 2529.141357
	Iteration 45Q: 3 clusters Score -113578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -113579.070312 Penalty: 2529.141357
	Iteration 46Q: 3 clusters Score -113579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -113579.312500 Penalty: 2529.141357
	Iteration 47Q: 3 clusters Score -113579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -113579.609375 Penalty: 2529.141357
	Iteration 48Q: 3 clusters Score -113579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -113579.609375 Penalty: 2529.141357
	Iteration 49F: 3 clusters Score -113579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -456281.718750 Penalty: 1455.427979
	Iteration 0F: 2 clusters Score -456281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -450557.750000 Penalty: 2910.855957
	Iteration 0F: 3 clusters Score -450557.8 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -452257.031250 Penalty: 2910.855957
	Iteration 1F: 3 clusters Score -452257 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -452525.906250 Penalty: 2910.855957
	Iteration 2F: 3 clusters Score -452525.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -452749.375000 Penalty: 2910.855957
	Iteration 3F: 3 clusters Score -452749.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -452942.500000 Penalty: 2910.855957
	Iteration 4Q: 3 clusters Score -452942.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -453130.000000 Penalty: 2910.855957
	Iteration 5Q: 3 clusters Score -453130 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -453334.468750 Penalty: 2910.855957
	Iteration 6Q: 3 clusters Score -453334.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -453560.750000 Penalty: 2910.855957
	Iteration 7Q: 3 clusters Score -453560.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -453796.625000 Penalty: 2910.855957
	Iteration 8Q: 3 clusters Score -453796.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -453994.031250 Penalty: 2910.855957
	Iteration 9Q: 3 clusters Score -453994 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -454146.625000 Penalty: 2910.855957
	Iteration 10Q: 3 clusters Score -454146.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -454264.125000 Penalty: 2910.855957
	Iteration 11Q: 3 clusters Score -454264.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -454344.437500 Penalty: 2910.855957
	Iteration 12Q: 3 clusters Score -454344.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -454408.281250 Penalty: 2910.855957
	Iteration 13Q: 3 clusters Score -454408.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -454448.593750 Penalty: 2910.855957
	Iteration 14Q: 3 clusters Score -454448.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -454470.437500 Penalty: 2910.855957
	Iteration 15Q: 3 clusters Score -454470.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -454488.125000 Penalty: 2910.855957
	Iteration 16Q: 3 clusters Score -454488.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -454504.187500 Penalty: 2910.855957
	Iteration 17Q: 3 clusters Score -454504.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -454511.500000 Penalty: 2910.855957
	Iteration 18Q: 3 clusters Score -454511.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -454515.406250 Penalty: 2910.855957
	Iteration 19Q: 3 clusters Score -454515.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -454522.062500 Penalty: 2910.855957
	Iteration 20F: 3 clusters Score -454522.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -454525.718750 Penalty: 2910.855957
	Iteration 21Q: 3 clusters Score -454525.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -454530.093750 Penalty: 2910.855957
	Iteration 22Q: 3 clusters Score -454530.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -454532.906250 Penalty: 2910.855957
	Iteration 23Q: 3 clusters Score -454532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -454536.468750 Penalty: 2910.855957
	Iteration 24Q: 3 clusters Score -454536.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -454539.656250 Penalty: 2910.855957
	Iteration 25Q: 3 clusters Score -454539.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -454542.031250 Penalty: 2910.855957
	Iteration 26Q: 3 clusters Score -454542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -454544.687500 Penalty: 2910.855957
	Iteration 27Q: 3 clusters Score -454544.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -454547.125000 Penalty: 2910.855957
	Iteration 28Q: 3 clusters Score -454547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -454549.906250 Penalty: 2910.855957
	Iteration 29Q: 3 clusters Score -454549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -454552.375000 Penalty: 2910.855957
	Iteration 30Q: 3 clusters Score -454552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -454554.687500 Penalty: 2910.855957
	Iteration 31Q: 3 clusters Score -454554.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -454557.531250 Penalty: 2910.855957
	Iteration 32Q: 3 clusters Score -454557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -454559.937500 Penalty: 2910.855957
	Iteration 33Q: 3 clusters Score -454559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -454562.062500 Penalty: 2910.855957
	Iteration 34Q: 3 clusters Score -454562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -454563.687500 Penalty: 2910.855957
	Iteration 35Q: 3 clusters Score -454563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -454564.687500 Penalty: 2910.855957
	Iteration 36Q: 3 clusters Score -454564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -454566.937500 Penalty: 2910.855957
	Iteration 37Q: 3 clusters Score -454566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -454568.937500 Penalty: 2910.855957
	Iteration 38Q: 3 clusters Score -454568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -454569.093750 Penalty: 2910.855957
	Iteration 39Q: 3 clusters Score -454569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -454568.875000 Penalty: 2910.855957
	Iteration 40F: 3 clusters Score -454568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -454569.218750 Penalty: 2910.855957
	Iteration 41Q: 3 clusters Score -454569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -454570.562500 Penalty: 2910.855957
	Iteration 42Q: 3 clusters Score -454570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -454569.687500 Penalty: 2910.855957
	Iteration 43Q: 3 clusters Score -454569.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -454570.750000 Penalty: 2910.855957
	Iteration 44Q: 3 clusters Score -454570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -454572.750000 Penalty: 2910.855957
	Iteration 45Q: 3 clusters Score -454572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -454572.468750 Penalty: 2910.855957
	Iteration 46Q: 3 clusters Score -454572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -454575.656250 Penalty: 2910.855957
	Iteration 47Q: 3 clusters Score -454575.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -454579.062500 Penalty: 2910.855957
	Iteration 48Q: 3 clusters Score -454579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -454579.906250 Penalty: 2910.855957
	Iteration 49Q: 3 clusters Score -454579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -454579.843750 Penalty: 2910.855957
	Iteration 50Q: 3 clusters Score -454579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -454580.156250 Penalty: 2910.855957
	Iteration 51Q: 3 clusters Score -454580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -454579.812500 Penalty: 2910.855957
	Iteration 52Q: 3 clusters Score -454579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -454579.812500 Penalty: 2910.855957
	Iteration 53F: 3 clusters Score -454579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9304 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19422 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11118 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561010.000000 Penalty: 41504.164062
Iteration 159Q: 22 clusters Score -1.056101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19428 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11119 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560993.000000 Penalty: 41504.164062
Iteration 160F: 22 clusters Score -1.056099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7372 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3533 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19435 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11122 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561015.000000 Penalty: 41504.164062
Iteration 161Q: 22 clusters Score -1.056102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7372 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19443 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561018.000000 Penalty: 41504.164062
Iteration 162Q: 22 clusters Score -1.056102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19447 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11141 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561039.000000 Penalty: 41504.164062
Iteration 163Q: 22 clusters Score -1.056104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6023 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5024 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19453 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561030.000000 Penalty: 41504.164062
Iteration 164Q: 22 clusters Score -1.056103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6018 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19459 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11153 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561004.000000 Penalty: 41504.164062
Iteration 165Q: 22 clusters Score -1.0561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7361 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19465 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11158 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561001.000000 Penalty: 41504.164062
Iteration 166Q: 22 clusters Score -1.0561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7360 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19472 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561005.000000 Penalty: 41504.164062
Iteration 167Q: 22 clusters Score -1.0561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7358 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19474 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561004.000000 Penalty: 41504.164062
Iteration 168Q: 22 clusters Score -1.0561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7357 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5763 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19478 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561007.000000 Penalty: 41504.164062
Iteration 169Q: 22 clusters Score -1.056101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7356 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5760 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19481 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561000.000000 Penalty: 41504.164062
Iteration 170Q: 22 clusters Score -1.0561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9296 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7355 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11172 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561011.000000 Penalty: 41504.164062
Iteration 171Q: 22 clusters Score -1.056101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9296 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7353 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19493 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11175 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561005.000000 Penalty: 41504.164062
Iteration 172Q: 22 clusters Score -1.0561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9296 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6009 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5739 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560997.000000 Penalty: 41504.164062
Iteration 173Q: 22 clusters Score -1.0561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9296 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7351 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6009 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 19519 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560997.000000 Penalty: 41504.164062
Iteration 174Q: 22 clusters Score -1.0561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7349 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19539 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10560993.000000 Penalty: 41504.164062
Iteration 175Q: 22 clusters Score -1.056099e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 9861 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561013.000000 Penalty: 41504.164062
Iteration 176Q: 22 clusters Score -1.056101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19583 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561026.000000 Penalty: 41504.164062
Iteration 177Q: 22 clusters Score -1.056103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 5011 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19601 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561033.000000 Penalty: 41504.164062
Iteration 178Q: 22 clusters Score -1.056103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5650 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19616 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11181 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561021.000000 Penalty: 41504.164062
Iteration 179Q: 22 clusters Score -1.056102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19634 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561004.000000 Penalty: 41504.164062
Iteration 180F: 22 clusters Score -1.0561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 11 contains 9859 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19648 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561022.000000 Penalty: 41504.164062
Iteration 181Q: 22 clusters Score -1.056102e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7343 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11188 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561018.000000 Penalty: 41504.164062
Iteration 182Q: 22 clusters Score -1.056102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7341 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5624 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19671 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561034.000000 Penalty: 41504.164062
Iteration 183Q: 22 clusters Score -1.056103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7339 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19683 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561022.000000 Penalty: 41504.164062
Iteration 184Q: 22 clusters Score -1.056102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19694 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561010.000000 Penalty: 41504.164062
Iteration 185Q: 22 clusters Score -1.056101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9300 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19713 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561007.000000 Penalty: 41504.164062
Iteration 186Q: 22 clusters Score -1.056101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 5569 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19736 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561045.000000 Penalty: 41504.164062
Iteration 187Q: 22 clusters Score -1.056104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9302 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19759 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561048.000000 Penalty: 41504.164062
Iteration 188Q: 22 clusters Score -1.056105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9301 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19782 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561042.000000 Penalty: 41504.164062
Iteration 189Q: 22 clusters Score -1.056104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19816 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561038.000000 Penalty: 41504.164062
Iteration 190Q: 22 clusters Score -1.056104e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 19857 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561050.000000 Penalty: 41504.164062
Iteration 191Q: 22 clusters Score -1.056105e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561047.000000 Penalty: 41504.164062
Iteration 192Q: 22 clusters Score -1.056105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 19952 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561042.000000 Penalty: 41504.164062
Iteration 193Q: 22 clusters Score -1.056104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5351 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561069.000000 Penalty: 41504.164062
Iteration 194Q: 22 clusters Score -1.056107e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7324 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 20083 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561070.000000 Penalty: 41504.164062
Iteration 195Q: 22 clusters Score -1.056107e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7324 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6003 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 9856 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 20150 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561098.000000 Penalty: 41504.164062
Iteration 196Q: 22 clusters Score -1.05611e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7324 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 20228 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561110.000000 Penalty: 41504.164062
Iteration 197Q: 22 clusters Score -1.056111e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 20313 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561127.000000 Penalty: 41504.164062
Iteration 198Q: 22 clusters Score -1.056113e+07 nChanged 138
Entering ConstructFrom: 
Score: -10561127.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Entering Unmasked Estep 
Score: -3865703.000000 Penalty: 1804.579956
	Iteration 0F: 2 clusters Score -3865703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3821121.250000 Penalty: 3609.159912
	Iteration 0F: 3 clusters Score -3821121 nChanged 31613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3839963.500000 Penalty: 3609.159912
	Iteration 1F: 3 clusters Score -3839964 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3841224.750000 Penalty: 3609.159912
	Iteration 2Q: 3 clusters Score -3841225 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3842821.000000 Penalty: 3609.159912
	Iteration 3F: 3 clusters Score -3842821 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3844859.000000 Penalty: 3609.159912
	Iteration 4F: 3 clusters Score -3844859 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3847517.500000 Penalty: 3609.159912
	Iteration 5F: 3 clusters Score -3847518 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3850683.000000 Penalty: 3609.159912
	Iteration 6F: 3 clusters Score -3850683 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3853992.250000 Penalty: 3609.159912
	Iteration 7F: 3 clusters Score -3853992 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3856876.500000 Penalty: 3609.159912
	Iteration 8F: 3 clusters Score -3856876 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3859145.750000 Penalty: 3609.159912
	Iteration 9Q: 3 clusters Score -3859146 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3860796.500000 Penalty: 3609.159912
	Iteration 10Q: 3 clusters Score -3860796 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3861961.750000 Penalty: 3609.159912
	Iteration 11Q: 3 clusters Score -3861962 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3862739.500000 Penalty: 3609.159912
	Iteration 12Q: 3 clusters Score -3862740 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3863273.750000 Penalty: 3609.159912
	Iteration 13Q: 3 clusters Score -3863274 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3863624.000000 Penalty: 3609.159912
	Iteration 14Q: 3 clusters Score -3863624 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3863834.500000 Penalty: 3609.159912
	Iteration 15Q: 3 clusters Score -3863834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3863935.750000 Penalty: 3609.159912
	Iteration 16Q: 3 clusters Score -3863936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3863991.750000 Penalty: 3609.159912
	Iteration 17Q: 3 clusters Score -3863992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3864034.250000 Penalty: 3609.159912
	Iteration 18Q: 3 clusters Score -3864034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3864063.000000 Penalty: 3609.159912
	Iteration 19Q: 3 clusters Score -3864063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3864078.750000 Penalty: 3609.159912
	Iteration 20F: 3 clusters Score -3864079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3864080.750000 Penalty: 3609.159912
	Iteration 21Q: 3 clusters Score -3864081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3864091.000000 Penalty: 3609.159912
	Iteration 22Q: 3 clusters Score -3864091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3864102.000000 Penalty: 3609.159912
	Iteration 23Q: 3 clusters Score -3864102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3864115.250000 Penalty: 3609.159912
	Iteration 24Q: 3 clusters Score -3864115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3864124.750000 Penalty: 3609.159912
	Iteration 25Q: 3 clusters Score -3864125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3864130.000000 Penalty: 3609.159912
	Iteration 26Q: 3 clusters Score -3864130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3864136.500000 Penalty: 3609.159912
	Iteration 27Q: 3 clusters Score -3864136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3864138.500000 Penalty: 3609.159912
	Iteration 28Q: 3 clusters Score -3864138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3864145.250000 Penalty: 3609.159912
	Iteration 29Q: 3 clusters Score -3864145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3864149.500000 Penalty: 3609.159912
	Iteration 30Q: 3 clusters Score -3864150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3864146.000000 Penalty: 3609.159912
	Iteration 31Q: 3 clusters Score -3864146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3864146.250000 Penalty: 3609.159912
	Iteration 32Q: 3 clusters Score -3864146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3864144.750000 Penalty: 3609.159912
	Iteration 33Q: 3 clusters Score -3864145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3864147.500000 Penalty: 3609.159912
	Iteration 34Q: 3 clusters Score -3864148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3864147.500000 Penalty: 3609.159912
	Iteration 35F: 3 clusters Score -3864148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -303396.593750 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -303396.6 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 2506 members 
Entering Unmasked Estep 
Score: -299405.500000 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -299405.5 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -300545.562500 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -300545.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -300723.781250 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -300723.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -300843.625000 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -300843.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -300908.062500 Penalty: 2769.061279
	Iteration 4Q: 3 clusters Score -300908.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -300948.875000 Penalty: 2769.061279
	Iteration 5Q: 3 clusters Score -300948.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -300983.625000 Penalty: 2769.061279
	Iteration 6Q: 3 clusters Score -300983.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -301012.531250 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -301012.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -301039.000000 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -301039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -301065.375000 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -301065.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -301092.437500 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -301092.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -301123.281250 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -301123.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -301156.437500 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -301156.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -301191.000000 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -301191 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -301235.218750 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -301235.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -301268.375000 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -301268.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -301310.062500 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -301310.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -301351.406250 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -301351.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -301401.406250 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -301401.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -301446.687500 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -301446.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -301500.718750 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -301500.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -301551.218750 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -301551.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -301605.437500 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -301605.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -301648.187500 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -301648.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -301693.968750 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -301694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -301731.187500 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -301731.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -301761.687500 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -301761.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -301789.093750 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -301789.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -301813.718750 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -301813.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -301833.656250 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -301833.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -301846.812500 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -301846.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -301857.812500 Penalty: 2769.061279
	Iteration 31Q: 3 clusters Score -301857.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -301863.937500 Penalty: 2769.061279
	Iteration 32Q: 3 clusters Score -301863.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -301869.625000 Penalty: 2769.061279
	Iteration 33Q: 3 clusters Score -301869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -301871.500000 Penalty: 2769.061279
	Iteration 34Q: 3 clusters Score -301871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -301873.375000 Penalty: 2769.061279
	Iteration 35Q: 3 clusters Score -301873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -301874.062500 Penalty: 2769.061279
	Iteration 36Q: 3 clusters Score -301874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -301875.343750 Penalty: 2769.061279
	Iteration 37Q: 3 clusters Score -301875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -301874.718750 Penalty: 2769.061279
	Iteration 38Q: 3 clusters Score -301874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -301874.718750 Penalty: 2769.061279
	Iteration 39F: 3 clusters Score -301874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -538563.125000 Penalty: 1484.712769
	Iteration 0F: 2 clusters Score -538563.1 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 4708 members 
Entering Unmasked Estep 
Score: -531859.187500 Penalty: 2969.425537
	Iteration 0F: 3 clusters Score -531859.2 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -534109.375000 Penalty: 2969.425537
	Iteration 1F: 3 clusters Score -534109.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -534454.312500 Penalty: 2969.425537
	Iteration 2F: 3 clusters Score -534454.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -534780.375000 Penalty: 2969.425537
	Iteration 3F: 3 clusters Score -534780.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -535095.000000 Penalty: 2969.425537
	Iteration 4F: 3 clusters Score -535095 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -535436.062500 Penalty: 2969.425537
	Iteration 5F: 3 clusters Score -535436.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -535823.687500 Penalty: 2969.425537
	Iteration 6F: 3 clusters Score -535823.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -536190.750000 Penalty: 2969.425537
	Iteration 7Q: 3 clusters Score -536190.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -536507.875000 Penalty: 2969.425537
	Iteration 8Q: 3 clusters Score -536507.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -536824.937500 Penalty: 2969.425537
	Iteration 9Q: 3 clusters Score -536824.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -537048.312500 Penalty: 2969.425537
	Iteration 10Q: 3 clusters Score -537048.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -537234.687500 Penalty: 2969.425537
	Iteration 11Q: 3 clusters Score -537234.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -537385.312500 Penalty: 2969.425537
	Iteration 12Q: 3 clusters Score -537385.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -537497.062500 Penalty: 2969.425537
	Iteration 13Q: 3 clusters Score -537497.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -537555.000000 Penalty: 2969.425537
	Iteration 14Q: 3 clusters Score -537555 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -537601.375000 Penalty: 2969.425537
	Iteration 15Q: 3 clusters Score -537601.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -537639.250000 Penalty: 2969.425537
	Iteration 16Q: 3 clusters Score -537639.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -537663.812500 Penalty: 2969.425537
	Iteration 17Q: 3 clusters Score -537663.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -537682.562500 Penalty: 2969.425537
	Iteration 18Q: 3 clusters Score -537682.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -537693.750000 Penalty: 2969.425537
	Iteration 19Q: 3 clusters Score -537693.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -537701.937500 Penalty: 2969.425537
	Iteration 20F: 3 clusters Score -537701.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -537710.750000 Penalty: 2969.425537
	Iteration 21Q: 3 clusters Score -537710.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -537716.562500 Penalty: 2969.425537
	Iteration 22Q: 3 clusters Score -537716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -537723.125000 Penalty: 2969.425537
	Iteration 23Q: 3 clusters Score -537723.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -537728.062500 Penalty: 2969.425537
	Iteration 24Q: 3 clusters Score -537728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -537735.000000 Penalty: 2969.425537
	Iteration 25Q: 3 clusters Score -537735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -537740.812500 Penalty: 2969.425537
	Iteration 26Q: 3 clusters Score -537740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -537744.687500 Penalty: 2969.425537
	Iteration 27Q: 3 clusters Score -537744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -537748.000000 Penalty: 2969.425537
	Iteration 28Q: 3 clusters Score -537748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -537751.187500 Penalty: 2969.425537
	Iteration 29Q: 3 clusters Score -537751.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -537755.500000 Penalty: 2969.425537
	Iteration 30Q: 3 clusters Score -537755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -537756.562500 Penalty: 2969.425537
	Iteration 31Q: 3 clusters Score -537756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -537757.375000 Penalty: 2969.425537
	Iteration 32Q: 3 clusters Score -537757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -537758.687500 Penalty: 2969.425537
	Iteration 33Q: 3 clusters Score -537758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -537758.875000 Penalty: 2969.425537
	Iteration 34Q: 3 clusters Score -537758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -537760.312500 Penalty: 2969.425537
	Iteration 35Q: 3 clusters Score -537760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -537760.875000 Penalty: 2969.425537
	Iteration 36Q: 3 clusters Score -537760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -537762.562500 Penalty: 2969.425537
	Iteration 37Q: 3 clusters Score -537762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -537763.062500 Penalty: 2969.425537
	Iteration 38Q: 3 clusters Score -537763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -537763.125000 Penalty: 2969.425537
	Iteration 39Q: 3 clusters Score -537763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -537763.750000 Penalty: 2969.425537
	Iteration 40F: 3 clusters Score -537763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Entering Unmasked Estep 
Score: -263711.062500 Penalty: 1367.607544
	Iteration 0F: 2 clusters Score -263711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -260048.640625 Penalty: 2735.215088
	Iteration 0F: 3 clusters Score -260048.6 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -261009.484375 Penalty: 2735.215088
	Iteration 1F: 3 clusters Score -261009.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -261184.421875 Penalty: 2735.215088
	Iteration 2F: 3 clusters Score -261184.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -261307.421875 Penalty: 2735.215088
	Iteration 3F: 3 clusters Score -261307.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -261387.515625 Penalty: 2735.215088
	Iteration 4Q: 3 clusters Score -261387.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -261450.625000 Penalty: 2735.215088
	Iteration 5Q: 3 clusters Score -261450.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -261517.921875 Penalty: 2735.215088
	Iteration 6Q: 3 clusters Score -261517.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -261593.640625 Penalty: 2735.215088
	Iteration 7Q: 3 clusters Score -261593.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -261666.906250 Penalty: 2735.215088
	Iteration 8Q: 3 clusters Score -261666.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -261740.921875 Penalty: 2735.215088
	Iteration 9Q: 3 clusters Score -261740.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261820.187500 Penalty: 2735.215088
	Iteration 10Q: 3 clusters Score -261820.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261893.343750 Penalty: 2735.215088
	Iteration 11Q: 3 clusters Score -261893.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -261956.750000 Penalty: 2735.215088
	Iteration 12Q: 3 clusters Score -261956.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -262014.593750 Penalty: 2735.215088
	Iteration 13Q: 3 clusters Score -262014.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262065.328125 Penalty: 2735.215088
	Iteration 14Q: 3 clusters Score -262065.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -262113.734375 Penalty: 2735.215088
	Iteration 15Q: 3 clusters Score -262113.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262153.250000 Penalty: 2735.215088
	Iteration 16Q: 3 clusters Score -262153.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -262204.093750 Penalty: 2735.215088
	Iteration 17Q: 3 clusters Score -262204.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -262266.625000 Penalty: 2735.215088
	Iteration 18Q: 3 clusters Score -262266.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -262326.281250 Penalty: 2735.215088
	Iteration 19Q: 3 clusters Score -262326.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -262380.531250 Penalty: 2735.215088
	Iteration 20F: 3 clusters Score -262380.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -262426.000000 Penalty: 2735.215088
	Iteration 21Q: 3 clusters Score -262426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -262468.968750 Penalty: 2735.215088
	Iteration 22Q: 3 clusters Score -262469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -262508.093750 Penalty: 2735.215088
	Iteration 23Q: 3 clusters Score -262508.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -262530.875000 Penalty: 2735.215088
	Iteration 24Q: 3 clusters Score -262530.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -262545.750000 Penalty: 2735.215088
	Iteration 25Q: 3 clusters Score -262545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -262557.156250 Penalty: 2735.215088
	Iteration 26Q: 3 clusters Score -262557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -262565.187500 Penalty: 2735.215088
	Iteration 27Q: 3 clusters Score -262565.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -262574.531250 Penalty: 2735.215088
	Iteration 28Q: 3 clusters Score -262574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -262581.562500 Penalty: 2735.215088
	Iteration 29Q: 3 clusters Score -262581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -262586.375000 Penalty: 2735.215088
	Iteration 30Q: 3 clusters Score -262586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -262592.375000 Penalty: 2735.215088
	Iteration 31Q: 3 clusters Score -262592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -262594.750000 Penalty: 2735.215088
	Iteration 32Q: 3 clusters Score -262594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -262597.593750 Penalty: 2735.215088
	Iteration 33Q: 3 clusters Score -262597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -262598.468750 Penalty: 2735.215088
	Iteration 34Q: 3 clusters Score -262598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -262599.593750 Penalty: 2735.215088
	Iteration 35Q: 3 clusters Score -262599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -262600.062500 Penalty: 2735.215088
	Iteration 36Q: 3 clusters Score -262600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -262600.875000 Penalty: 2735.215088
	Iteration 37Q: 3 clusters Score -262600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -262600.875000 Penalty: 2735.215088
	Iteration 38F: 3 clusters Score -262600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -48324.433594 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -48324.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46902.218750 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -46902.22 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -47172.113281 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -47172.11 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47269.984375 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -47269.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47337.800781 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -47337.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47414.503906 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -47414.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47478.945312 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -47478.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47516.886719 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -47516.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47552.285156 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -47552.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47574.300781 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -47574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47588.117188 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -47588.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47611.132812 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -47611.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47635.000000 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -47635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47650.644531 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -47650.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47659.714844 Penalty: 2238.122803
	Iteration 13Q: 3 clusters Score -47659.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47662.097656 Penalty: 2238.122803
	Iteration 14Q: 3 clusters Score -47662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47662.531250 Penalty: 2238.122803
	Iteration 15Q: 3 clusters Score -47662.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47662.531250 Penalty: 2238.122803
	Iteration 16F: 3 clusters Score -47662.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -429287.718750 Penalty: 1446.028809
	Iteration 0F: 2 clusters Score -429287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -423840.687500 Penalty: 2892.057617
	Iteration 0F: 3 clusters Score -423840.7 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -425603.062500 Penalty: 2892.057617
	Iteration 1F: 3 clusters Score -425603.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -425894.625000 Penalty: 2892.057617
	Iteration 2F: 3 clusters Score -425894.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -426122.843750 Penalty: 2892.057617
	Iteration 3F: 3 clusters Score -426122.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -426362.343750 Penalty: 2892.057617
	Iteration 4F: 3 clusters Score -426362.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -426633.500000 Penalty: 2892.057617
	Iteration 5F: 3 clusters Score -426633.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -426913.281250 Penalty: 2892.057617
	Iteration 6F: 3 clusters Score -426913.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -427184.906250 Penalty: 2892.057617
	Iteration 7Q: 3 clusters Score -427184.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -427399.000000 Penalty: 2892.057617
	Iteration 8Q: 3 clusters Score -427399 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -427556.781250 Penalty: 2892.057617
	Iteration 9Q: 3 clusters Score -427556.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -427695.656250 Penalty: 2892.057617
	Iteration 10Q: 3 clusters Score -427695.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -427810.812500 Penalty: 2892.057617
	Iteration 11Q: 3 clusters Score -427810.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -427914.562500 Penalty: 2892.057617
	Iteration 12Q: 3 clusters Score -427914.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -428007.718750 Penalty: 2892.057617
	Iteration 13Q: 3 clusters Score -428007.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -428066.437500 Penalty: 2892.057617
	Iteration 14Q: 3 clusters Score -428066.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -428132.281250 Penalty: 2892.057617
	Iteration 15Q: 3 clusters Score -428132.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -428185.562500 Penalty: 2892.057617
	Iteration 16Q: 3 clusters Score -428185.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -428227.593750 Penalty: 2892.057617
	Iteration 17Q: 3 clusters Score -428227.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -428258.562500 Penalty: 2892.057617
	Iteration 18Q: 3 clusters Score -428258.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -428288.437500 Penalty: 2892.057617
	Iteration 19Q: 3 clusters Score -428288.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -428310.062500 Penalty: 2892.057617
	Iteration 20F: 3 clusters Score -428310.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -428320.437500 Penalty: 2892.057617
	Iteration 21Q: 3 clusters Score -428320.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -428326.187500 Penalty: 2892.057617
	Iteration 22Q: 3 clusters Score -428326.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -428333.343750 Penalty: 2892.057617
	Iteration 23Q: 3 clusters Score -428333.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -428339.500000 Penalty: 2892.057617
	Iteration 24Q: 3 clusters Score -428339.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -428348.125000 Penalty: 2892.057617
	Iteration 25Q: 3 clusters Score -428348.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -428357.281250 Penalty: 2892.057617
	Iteration 26Q: 3 clusters Score -428357.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -428368.531250 Penalty: 2892.057617
	Iteration 27Q: 3 clusters Score -428368.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -428374.031250 Penalty: 2892.057617
	Iteration 28Q: 3 clusters Score -428374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -428376.781250 Penalty: 2892.057617
	Iteration 29Q: 3 clusters Score -428376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -428379.781250 Penalty: 2892.057617
	Iteration 30Q: 3 clusters Score -428379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -428380.875000 Penalty: 2892.057617
	Iteration 31Q: 3 clusters Score -428380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -428382.531250 Penalty: 2892.057617
	Iteration 32Q: 3 clusters Score -428382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -428381.937500 Penalty: 2892.057617
	Iteration 33Q: 3 clusters Score -428381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -428383.250000 Penalty: 2892.057617
	Iteration 34Q: 3 clusters Score -428383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -428383.062500 Penalty: 2892.057617
	Iteration 35Q: 3 clusters Score -428383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -428384.562500 Penalty: 2892.057617
	Iteration 36Q: 3 clusters Score -428384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -428384.156250 Penalty: 2892.057617
	Iteration 37Q: 3 clusters Score -428384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -428385.000000 Penalty: 2892.057617
	Iteration 38Q: 3 clusters Score -428385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -428385.000000 Penalty: 2892.057617
	Iteration 39F: 3 clusters Score -428385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -120981.617188 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -120981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -118700.398438 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -118700.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -119223.710938 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -119223.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -119310.531250 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -119310.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -119359.257812 Penalty: 2511.878174
	Iteration 3Q: 3 clusters Score -119359.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -119393.578125 Penalty: 2511.878174
	Iteration 4Q: 3 clusters Score -119393.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -119416.820312 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -119416.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -119441.390625 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -119441.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -119466.625000 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -119466.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119486.390625 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -119486.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -119494.750000 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -119494.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -119499.031250 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -119499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119501.070312 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -119501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -119503.507812 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -119503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -119505.460938 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -119505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -119507.664062 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -119507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -119508.867188 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -119508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -119510.179688 Penalty: 2511.878174
	Iteration 16Q: 3 clusters Score -119510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -119511.945312 Penalty: 2511.878174
	Iteration 17Q: 3 clusters Score -119511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119513.539062 Penalty: 2511.878174
	Iteration 18Q: 3 clusters Score -119513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -119514.812500 Penalty: 2511.878174
	Iteration 19Q: 3 clusters Score -119514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119517.609375 Penalty: 2511.878174
	Iteration 20F: 3 clusters Score -119517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -119518.843750 Penalty: 2511.878174
	Iteration 21Q: 3 clusters Score -119518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119520.375000 Penalty: 2511.878174
	Iteration 22Q: 3 clusters Score -119520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119524.601562 Penalty: 2511.878174
	Iteration 23Q: 3 clusters Score -119524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119527.562500 Penalty: 2511.878174
	Iteration 24Q: 3 clusters Score -119527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119531.234375 Penalty: 2511.878174
	Iteration 25Q: 3 clusters Score -119531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119531.875000 Penalty: 2511.878174
	Iteration 26Q: 3 clusters Score -119531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -119533.312500 Penalty: 2511.878174
	Iteration 27Q: 3 clusters Score -119533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119534.242188 Penalty: 2511.878174
	Iteration 28Q: 3 clusters Score -119534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119534.773438 Penalty: 2511.878174
	Iteration 29Q: 3 clusters Score -119534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -119535.531250 Penalty: 2511.878174
	Iteration 30Q: 3 clusters Score -119535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -119535.531250 Penalty: 2511.878174
	Iteration 31F: 3 clusters Score -119535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -350336.687500 Penalty: 1413.860596
	Iteration 0F: 2 clusters Score -350336.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -345685.687500 Penalty: 2827.721191
	Iteration 0F: 3 clusters Score -345685.7 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -347314.000000 Penalty: 2827.721191
	Iteration 1F: 3 clusters Score -347314 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -347792.468750 Penalty: 2827.721191
	Iteration 2F: 3 clusters Score -347792.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -348186.468750 Penalty: 2827.721191
	Iteration 3F: 3 clusters Score -348186.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -348481.343750 Penalty: 2827.721191
	Iteration 4F: 3 clusters Score -348481.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -348707.156250 Penalty: 2827.721191
	Iteration 5Q: 3 clusters Score -348707.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -348876.750000 Penalty: 2827.721191
	Iteration 6Q: 3 clusters Score -348876.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -349001.593750 Penalty: 2827.721191
	Iteration 7Q: 3 clusters Score -349001.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -349072.375000 Penalty: 2827.721191
	Iteration 8Q: 3 clusters Score -349072.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -349129.125000 Penalty: 2827.721191
	Iteration 9Q: 3 clusters Score -349129.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -349164.562500 Penalty: 2827.721191
	Iteration 10Q: 3 clusters Score -349164.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -349180.968750 Penalty: 2827.721191
	Iteration 11Q: 3 clusters Score -349181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -349194.062500 Penalty: 2827.721191
	Iteration 12Q: 3 clusters Score -349194.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -349203.875000 Penalty: 2827.721191
	Iteration 13Q: 3 clusters Score -349203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -349214.093750 Penalty: 2827.721191
	Iteration 14Q: 3 clusters Score -349214.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -349225.125000 Penalty: 2827.721191
	Iteration 15Q: 3 clusters Score -349225.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -349233.500000 Penalty: 2827.721191
	Iteration 16Q: 3 clusters Score -349233.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -349239.281250 Penalty: 2827.721191
	Iteration 17Q: 3 clusters Score -349239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -349242.343750 Penalty: 2827.721191
	Iteration 18Q: 3 clusters Score -349242.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -349245.937500 Penalty: 2827.721191
	Iteration 19Q: 3 clusters Score -349245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -349249.343750 Penalty: 2827.721191
	Iteration 20F: 3 clusters Score -349249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -349251.343750 Penalty: 2827.721191
	Iteration 21Q: 3 clusters Score -349251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -349251.562500 Penalty: 2827.721191
	Iteration 22Q: 3 clusters Score -349251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -349251.968750 Penalty: 2827.721191
	Iteration 23Q: 3 clusters Score -349252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -349252.187500 Penalty: 2827.721191
	Iteration 24Q: 3 clusters Score -349252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -349251.562500 Penalty: 2827.721191
	Iteration 25Q: 3 clusters Score -349251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -349252.093750 Penalty: 2827.721191
	Iteration 26Q: 3 clusters Score -349252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -349252.093750 Penalty: 2827.721191
	Iteration 27F: 3 clusters Score -349252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -192797.796875 Penalty: 1310.247681
	Iteration 0F: 2 clusters Score -192797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -190011.750000 Penalty: 2620.495361
	Iteration 0F: 3 clusters Score -190011.8 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -190719.343750 Penalty: 2620.495361
	Iteration 1F: 3 clusters Score -190719.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -190858.265625 Penalty: 2620.495361
	Iteration 2F: 3 clusters Score -190858.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -190929.171875 Penalty: 2620.495361
	Iteration 3Q: 3 clusters Score -190929.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -190979.890625 Penalty: 2620.495361
	Iteration 4Q: 3 clusters Score -190979.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -191020.609375 Penalty: 2620.495361
	Iteration 5Q: 3 clusters Score -191020.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -191045.296875 Penalty: 2620.495361
	Iteration 6Q: 3 clusters Score -191045.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -191066.203125 Penalty: 2620.495361
	Iteration 7Q: 3 clusters Score -191066.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -191099.218750 Penalty: 2620.495361
	Iteration 8Q: 3 clusters Score -191099.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -191132.500000 Penalty: 2620.495361
	Iteration 9Q: 3 clusters Score -191132.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -191162.906250 Penalty: 2620.495361
	Iteration 10Q: 3 clusters Score -191162.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -191190.703125 Penalty: 2620.495361
	Iteration 11Q: 3 clusters Score -191190.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -191225.671875 Penalty: 2620.495361
	Iteration 12Q: 3 clusters Score -191225.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -191256.703125 Penalty: 2620.495361
	Iteration 13Q: 3 clusters Score -191256.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -191282.015625 Penalty: 2620.495361
	Iteration 14Q: 3 clusters Score -191282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -191310.531250 Penalty: 2620.495361
	Iteration 15Q: 3 clusters Score -191310.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -191343.437500 Penalty: 2620.495361
	Iteration 16Q: 3 clusters Score -191343.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -191373.265625 Penalty: 2620.495361
	Iteration 17Q: 3 clusters Score -191373.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -191395.718750 Penalty: 2620.495361
	Iteration 18Q: 3 clusters Score -191395.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -191412.312500 Penalty: 2620.495361
	Iteration 19Q: 3 clusters Score -191412.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -191427.109375 Penalty: 2620.495361
	Iteration 20F: 3 clusters Score -191427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -191441.781250 Penalty: 2620.495361
	Iteration 21Q: 3 clusters Score -191441.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -191453.718750 Penalty: 2620.495361
	Iteration 22Q: 3 clusters Score -191453.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -191468.281250 Penalty: 2620.495361
	Iteration 23Q: 3 clusters Score -191468.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -191486.812500 Penalty: 2620.495361
	Iteration 24Q: 3 clusters Score -191486.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -191506.765625 Penalty: 2620.495361
	Iteration 25Q: 3 clusters Score -191506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -191519.218750 Penalty: 2620.495361
	Iteration 26Q: 3 clusters Score -191519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -191537.703125 Penalty: 2620.495361
	Iteration 27Q: 3 clusters Score -191537.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -191563.406250 Penalty: 2620.495361
	Iteration 28Q: 3 clusters Score -191563.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -191588.796875 Penalty: 2620.495361
	Iteration 29Q: 3 clusters Score -191588.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -191612.546875 Penalty: 2620.495361
	Iteration 30Q: 3 clusters Score -191612.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -191647.734375 Penalty: 2620.495361
	Iteration 31Q: 3 clusters Score -191647.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -191683.703125 Penalty: 2620.495361
	Iteration 32Q: 3 clusters Score -191683.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -191708.578125 Penalty: 2620.495361
	Iteration 33Q: 3 clusters Score -191708.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -191729.890625 Penalty: 2620.495361
	Iteration 34Q: 3 clusters Score -191729.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -191741.109375 Penalty: 2620.495361
	Iteration 35Q: 3 clusters Score -191741.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -191749.078125 Penalty: 2620.495361
	Iteration 36Q: 3 clusters Score -191749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -191758.406250 Penalty: 2620.495361
	Iteration 37Q: 3 clusters Score -191758.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -191765.437500 Penalty: 2620.495361
	Iteration 38Q: 3 clusters Score -191765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -191770.500000 Penalty: 2620.495361
	Iteration 39Q: 3 clusters Score -191770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -191774.125000 Penalty: 2620.495361
	Iteration 40F: 3 clusters Score -191774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -191776.234375 Penalty: 2620.495361
	Iteration 41Q: 3 clusters Score -191776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -191778.875000 Penalty: 2620.495361
	Iteration 42Q: 3 clusters Score -191778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -191781.156250 Penalty: 2620.495361
	Iteration 43Q: 3 clusters Score -191781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -191783.281250 Penalty: 2620.495361
	Iteration 44Q: 3 clusters Score -191783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -191785.156250 Penalty: 2620.495361
	Iteration 45Q: 3 clusters Score -191785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -191788.703125 Penalty: 2620.495361
	Iteration 46Q: 3 clusters Score -191788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -191790.203125 Penalty: 2620.495361
	Iteration 47Q: 3 clusters Score -191790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -191792.953125 Penalty: 2620.495361
	Iteration 48Q: 3 clusters Score -191793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -191797.031250 Penalty: 2620.495361
	Iteration 49Q: 3 clusters Score -191797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -191802.062500 Penalty: 2620.495361
	Iteration 50Q: 3 clusters Score -191802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -191807.218750 Penalty: 2620.495361
	Iteration 51Q: 3 clusters Score -191807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -191811.078125 Penalty: 2620.495361
	Iteration 52Q: 3 clusters Score -191811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -191814.703125 Penalty: 2620.495361
	Iteration 53Q: 3 clusters Score -191814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -191816.500000 Penalty: 2620.495361
	Iteration 54Q: 3 clusters Score -191816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -191820.703125 Penalty: 2620.495361
	Iteration 55Q: 3 clusters Score -191820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -191822.765625 Penalty: 2620.495361
	Iteration 56Q: 3 clusters Score -191822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -191823.125000 Penalty: 2620.495361
	Iteration 57Q: 3 clusters Score -191823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -191823.468750 Penalty: 2620.495361
	Iteration 58Q: 3 clusters Score -191823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -191823.796875 Penalty: 2620.495361
	Iteration 59Q: 3 clusters Score -191823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -191824.031250 Penalty: 2620.495361
	Iteration 60F: 3 clusters Score -191824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -295344.625000 Penalty: 1384.562988
	Iteration 0F: 2 clusters Score -295344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -291304.843750 Penalty: 2769.125977
	Iteration 0F: 3 clusters Score -291304.8 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -292429.500000 Penalty: 2769.125977
	Iteration 1F: 3 clusters Score -292429.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -292633.562500 Penalty: 2769.125977
	Iteration 2F: 3 clusters Score -292633.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -292819.281250 Penalty: 2769.125977
	Iteration 3F: 3 clusters Score -292819.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -292977.687500 Penalty: 2769.125977
	Iteration 4F: 3 clusters Score -292977.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -293129.218750 Penalty: 2769.125977
	Iteration 5Q: 3 clusters Score -293129.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -293261.562500 Penalty: 2769.125977
	Iteration 6Q: 3 clusters Score -293261.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293388.531250 Penalty: 2769.125977
	Iteration 7Q: 3 clusters Score -293388.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293504.906250 Penalty: 2769.125977
	Iteration 8Q: 3 clusters Score -293504.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -293600.750000 Penalty: 2769.125977
	Iteration 9Q: 3 clusters Score -293600.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -293691.875000 Penalty: 2769.125977
	Iteration 10Q: 3 clusters Score -293691.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -293766.906250 Penalty: 2769.125977
	Iteration 11Q: 3 clusters Score -293766.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -293816.750000 Penalty: 2769.125977
	Iteration 12Q: 3 clusters Score -293816.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -293854.312500 Penalty: 2769.125977
	Iteration 13Q: 3 clusters Score -293854.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -293883.093750 Penalty: 2769.125977
	Iteration 14Q: 3 clusters Score -293883.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -293916.906250 Penalty: 2769.125977
	Iteration 15Q: 3 clusters Score -293916.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293952.250000 Penalty: 2769.125977
	Iteration 16Q: 3 clusters Score -293952.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293975.937500 Penalty: 2769.125977
	Iteration 17Q: 3 clusters Score -293975.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -294000.156250 Penalty: 2769.125977
	Iteration 18Q: 3 clusters Score -294000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -294018.312500 Penalty: 2769.125977
	Iteration 19Q: 3 clusters Score -294018.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -294037.656250 Penalty: 2769.125977
	Iteration 20F: 3 clusters Score -294037.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -294052.562500 Penalty: 2769.125977
	Iteration 21Q: 3 clusters Score -294052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -294064.468750 Penalty: 2769.125977
	Iteration 22Q: 3 clusters Score -294064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -294076.343750 Penalty: 2769.125977
	Iteration 23Q: 3 clusters Score -294076.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -294087.000000 Penalty: 2769.125977
	Iteration 24Q: 3 clusters Score -294087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -294099.125000 Penalty: 2769.125977
	Iteration 25Q: 3 clusters Score -294099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -294111.218750 Penalty: 2769.125977
	Iteration 26Q: 3 clusters Score -294111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -294121.062500 Penalty: 2769.125977
	Iteration 27Q: 3 clusters Score -294121.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -294128.562500 Penalty: 2769.125977
	Iteration 28Q: 3 clusters Score -294128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -294132.093750 Penalty: 2769.125977
	Iteration 29Q: 3 clusters Score -294132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -294140.125000 Penalty: 2769.125977
	Iteration 30Q: 3 clusters Score -294140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -294143.843750 Penalty: 2769.125977
	Iteration 31Q: 3 clusters Score -294143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -294150.187500 Penalty: 2769.125977
	Iteration 32Q: 3 clusters Score -294150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -294153.406250 Penalty: 2769.125977
	Iteration 33Q: 3 clusters Score -294153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -294155.000000 Penalty: 2769.125977
	Iteration 34Q: 3 clusters Score -294155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -294156.468750 Penalty: 2769.125977
	Iteration 35Q: 3 clusters Score -294156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -294156.093750 Penalty: 2769.125977
	Iteration 36Q: 3 clusters Score -294156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -294156.156250 Penalty: 2769.125977
	Iteration 37Q: 3 clusters Score -294156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -294156.156250 Penalty: 2769.125977
	Iteration 38F: 3 clusters Score -294156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -591769.437500 Penalty: 1494.306763
	Iteration 0F: 2 clusters Score -591769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -584727.625000 Penalty: 2988.613525
	Iteration 0F: 3 clusters Score -584727.6 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -587017.187500 Penalty: 2988.613525
	Iteration 1F: 3 clusters Score -587017.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -587338.750000 Penalty: 2988.613525
	Iteration 2F: 3 clusters Score -587338.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -587621.312500 Penalty: 2988.613525
	Iteration 3F: 3 clusters Score -587621.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -587916.062500 Penalty: 2988.613525
	Iteration 4F: 3 clusters Score -587916.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -588203.625000 Penalty: 2988.613525
	Iteration 5F: 3 clusters Score -588203.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -588477.125000 Penalty: 2988.613525
	Iteration 6F: 3 clusters Score -588477.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -588786.875000 Penalty: 2988.613525
	Iteration 7Q: 3 clusters Score -588786.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -589088.812500 Penalty: 2988.613525
	Iteration 8Q: 3 clusters Score -589088.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -589372.125000 Penalty: 2988.613525
	Iteration 9Q: 3 clusters Score -589372.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -589621.812500 Penalty: 2988.613525
	Iteration 10Q: 3 clusters Score -589621.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -589858.062500 Penalty: 2988.613525
	Iteration 11Q: 3 clusters Score -589858.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -590031.625000 Penalty: 2988.613525
	Iteration 12Q: 3 clusters Score -590031.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -590159.187500 Penalty: 2988.613525
	Iteration 13Q: 3 clusters Score -590159.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -590278.875000 Penalty: 2988.613525
	Iteration 14Q: 3 clusters Score -590278.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -590374.812500 Penalty: 2988.613525
	Iteration 15Q: 3 clusters Score -590374.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -590427.937500 Penalty: 2988.613525
	Iteration 16Q: 3 clusters Score -590427.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -590461.937500 Penalty: 2988.613525
	Iteration 17Q: 3 clusters Score -590461.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -590484.062500 Penalty: 2988.613525
	Iteration 18Q: 3 clusters Score -590484.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -590500.562500 Penalty: 2988.613525
	Iteration 19Q: 3 clusters Score -590500.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -590513.125000 Penalty: 2988.613525
	Iteration 20F: 3 clusters Score -590513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -590522.250000 Penalty: 2988.613525
	Iteration 21Q: 3 clusters Score -590522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -590534.625000 Penalty: 2988.613525
	Iteration 22Q: 3 clusters Score -590534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -590543.562500 Penalty: 2988.613525
	Iteration 23Q: 3 clusters Score -590543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -590555.687500 Penalty: 2988.613525
	Iteration 24Q: 3 clusters Score -590555.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -590565.062500 Penalty: 2988.613525
	Iteration 25Q: 3 clusters Score -590565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -590570.062500 Penalty: 2988.613525
	Iteration 26Q: 3 clusters Score -590570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -590574.625000 Penalty: 2988.613525
	Iteration 27Q: 3 clusters Score -590574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -590579.937500 Penalty: 2988.613525
	Iteration 28Q: 3 clusters Score -590579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -590586.000000 Penalty: 2988.613525
	Iteration 29Q: 3 clusters Score -590586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -590589.312500 Penalty: 2988.613525
	Iteration 30Q: 3 clusters Score -590589.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -590589.312500 Penalty: 2988.613525
	Iteration 31F: 3 clusters Score -590589.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -458013.531250 Penalty: 1468.134888
	Iteration 0F: 2 clusters Score -458013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -451921.750000 Penalty: 2936.269775
	Iteration 0F: 3 clusters Score -451921.8 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -453815.625000 Penalty: 2936.269775
	Iteration 1F: 3 clusters Score -453815.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -454036.062500 Penalty: 2936.269775
	Iteration 2F: 3 clusters Score -454036.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -454203.781250 Penalty: 2936.269775
	Iteration 3Q: 3 clusters Score -454203.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -454344.312500 Penalty: 2936.269775
	Iteration 4Q: 3 clusters Score -454344.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -454450.625000 Penalty: 2936.269775
	Iteration 5Q: 3 clusters Score -454450.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -454563.000000 Penalty: 2936.269775
	Iteration 6Q: 3 clusters Score -454563 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -454692.718750 Penalty: 2936.269775
	Iteration 7Q: 3 clusters Score -454692.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -454808.281250 Penalty: 2936.269775
	Iteration 8Q: 3 clusters Score -454808.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -454919.718750 Penalty: 2936.269775
	Iteration 9Q: 3 clusters Score -454919.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -455028.812500 Penalty: 2936.269775
	Iteration 10Q: 3 clusters Score -455028.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -455137.281250 Penalty: 2936.269775
	Iteration 11Q: 3 clusters Score -455137.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -455257.875000 Penalty: 2936.269775
	Iteration 12Q: 3 clusters Score -455257.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -455379.375000 Penalty: 2936.269775
	Iteration 13Q: 3 clusters Score -455379.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -455487.812500 Penalty: 2936.269775
	Iteration 14Q: 3 clusters Score -455487.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -455591.468750 Penalty: 2936.269775
	Iteration 15Q: 3 clusters Score -455591.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -455677.125000 Penalty: 2936.269775
	Iteration 16Q: 3 clusters Score -455677.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -455749.187500 Penalty: 2936.269775
	Iteration 17Q: 3 clusters Score -455749.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -455792.468750 Penalty: 2936.269775
	Iteration 18Q: 3 clusters Score -455792.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -455825.187500 Penalty: 2936.269775
	Iteration 19Q: 3 clusters Score -455825.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -455846.656250 Penalty: 2936.269775
	Iteration 20F: 3 clusters Score -455846.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -455860.343750 Penalty: 2936.269775
	Iteration 21Q: 3 clusters Score -455860.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -455868.000000 Penalty: 2936.269775
	Iteration 22Q: 3 clusters Score -455868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -455872.531250 Penalty: 2936.269775
	Iteration 23Q: 3 clusters Score -455872.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -455876.718750 Penalty: 2936.269775
	Iteration 24Q: 3 clusters Score -455876.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -455879.000000 Penalty: 2936.269775
	Iteration 25Q: 3 clusters Score -455879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -455880.625000 Penalty: 2936.269775
	Iteration 26Q: 3 clusters Score -455880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -455884.218750 Penalty: 2936.269775
	Iteration 27Q: 3 clusters Score -455884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -455886.437500 Penalty: 2936.269775
	Iteration 28Q: 3 clusters Score -455886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -455887.468750 Penalty: 2936.269775
	Iteration 29Q: 3 clusters Score -455887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -455888.343750 Penalty: 2936.269775
	Iteration 30Q: 3 clusters Score -455888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -455889.750000 Penalty: 2936.269775
	Iteration 31Q: 3 clusters Score -455889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -455890.687500 Penalty: 2936.269775
	Iteration 32Q: 3 clusters Score -455890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -455891.593750 Penalty: 2936.269775
	Iteration 33Q: 3 clusters Score -455891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -455892.781250 Penalty: 2936.269775
	Iteration 34Q: 3 clusters Score -455892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -455892.062500 Penalty: 2936.269775
	Iteration 35Q: 3 clusters Score -455892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -455894.406250 Penalty: 2936.269775
	Iteration 36Q: 3 clusters Score -455894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -455896.156250 Penalty: 2936.269775
	Iteration 37Q: 3 clusters Score -455896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -455896.218750 Penalty: 2936.269775
	Iteration 38Q: 3 clusters Score -455896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -455896.656250 Penalty: 2936.269775
	Iteration 39Q: 3 clusters Score -455896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -455897.281250 Penalty: 2936.269775
	Iteration 40F: 3 clusters Score -455897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -455898.656250 Penalty: 2936.269775
	Iteration 41Q: 3 clusters Score -455898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -455899.000000 Penalty: 2936.269775
	Iteration 42Q: 3 clusters Score -455899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -455898.937500 Penalty: 2936.269775
	Iteration 43Q: 3 clusters Score -455898.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -455902.218750 Penalty: 2936.269775
	Iteration 44Q: 3 clusters Score -455902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -455907.281250 Penalty: 2936.269775
	Iteration 45Q: 3 clusters Score -455907.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -455912.281250 Penalty: 2936.269775
	Iteration 46Q: 3 clusters Score -455912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -455913.843750 Penalty: 2936.269775
	Iteration 47Q: 3 clusters Score -455913.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -455919.187500 Penalty: 2936.269775
	Iteration 48Q: 3 clusters Score -455919.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -455923.968750 Penalty: 2936.269775
	Iteration 49Q: 3 clusters Score -455924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -455928.312500 Penalty: 2936.269775
	Iteration 50Q: 3 clusters Score -455928.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -455930.750000 Penalty: 2936.269775
	Iteration 51Q: 3 clusters Score -455930.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -455935.343750 Penalty: 2936.269775
	Iteration 52Q: 3 clusters Score -455935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -455937.468750 Penalty: 2936.269775
	Iteration 53Q: 3 clusters Score -455937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -455938.656250 Penalty: 2936.269775
	Iteration 54Q: 3 clusters Score -455938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -455939.125000 Penalty: 2936.269775
	Iteration 55Q: 3 clusters Score -455939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -455940.062500 Penalty: 2936.269775
	Iteration 56Q: 3 clusters Score -455940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -455942.125000 Penalty: 2936.269775
	Iteration 57Q: 3 clusters Score -455942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -455943.468750 Penalty: 2936.269775
	Iteration 58Q: 3 clusters Score -455943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -455943.125000 Penalty: 2936.269775
	Iteration 59Q: 3 clusters Score -455943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -455944.750000 Penalty: 2936.269775
	Iteration 60F: 3 clusters Score -455944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -455945.312500 Penalty: 2936.269775
	Iteration 61Q: 3 clusters Score -455945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -455947.218750 Penalty: 2936.269775
	Iteration 62Q: 3 clusters Score -455947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -455950.437500 Penalty: 2936.269775
	Iteration 63Q: 3 clusters Score -455950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -455955.093750 Penalty: 2936.269775
	Iteration 64Q: 3 clusters Score -455955.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -455960.093750 Penalty: 2936.269775
	Iteration 65Q: 3 clusters Score -455960.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -455966.156250 Penalty: 2936.269775
	Iteration 66Q: 3 clusters Score -455966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -455971.906250 Penalty: 2936.269775
	Iteration 67Q: 3 clusters Score -455971.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -455980.593750 Penalty: 2936.269775
	Iteration 68Q: 3 clusters Score -455980.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -455989.875000 Penalty: 2936.269775
	Iteration 69Q: 3 clusters Score -455989.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -455997.750000 Penalty: 2936.269775
	Iteration 70Q: 3 clusters Score -455997.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -456004.062500 Penalty: 2936.269775
	Iteration 71Q: 3 clusters Score -456004.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -456011.937500 Penalty: 2936.269775
	Iteration 72Q: 3 clusters Score -456011.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -456021.375000 Penalty: 2936.269775
	Iteration 73Q: 3 clusters Score -456021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -456032.656250 Penalty: 2936.269775
	Iteration 74Q: 3 clusters Score -456032.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -456048.437500 Penalty: 2936.269775
	Iteration 75Q: 3 clusters Score -456048.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -456068.593750 Penalty: 2936.269775
	Iteration 76Q: 3 clusters Score -456068.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -456096.531250 Penalty: 2936.269775
	Iteration 77Q: 3 clusters Score -456096.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -456132.125000 Penalty: 2936.269775
	Iteration 78Q: 3 clusters Score -456132.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -456167.375000 Penalty: 2936.269775
	Iteration 79Q: 3 clusters Score -456167.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -456202.031250 Penalty: 2936.269775
	Iteration 80F: 3 clusters Score -456202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -456237.750000 Penalty: 2936.269775
	Iteration 81Q: 3 clusters Score -456237.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456288.093750 Penalty: 2936.269775
	Iteration 82Q: 3 clusters Score -456288.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -456349.718750 Penalty: 2936.269775
	Iteration 83Q: 3 clusters Score -456349.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -456425.312500 Penalty: 2936.269775
	Iteration 84Q: 3 clusters Score -456425.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -456495.250000 Penalty: 2936.269775
	Iteration 85Q: 3 clusters Score -456495.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -456547.875000 Penalty: 2936.269775
	Iteration 86Q: 3 clusters Score -456547.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -456603.718750 Penalty: 2936.269775
	Iteration 87Q: 3 clusters Score -456603.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -456658.687500 Penalty: 2936.269775
	Iteration 88Q: 3 clusters Score -456658.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -456699.750000 Penalty: 2936.269775
	Iteration 89Q: 3 clusters Score -456699.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -456724.468750 Penalty: 2936.269775
	Iteration 90Q: 3 clusters Score -456724.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -456740.906250 Penalty: 2936.269775
	Iteration 91Q: 3 clusters Score -456740.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -456754.062500 Penalty: 2936.269775
	Iteration 92Q: 3 clusters Score -456754.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -456761.093750 Penalty: 2936.269775
	Iteration 93Q: 3 clusters Score -456761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -456774.687500 Penalty: 2936.269775
	Iteration 94Q: 3 clusters Score -456774.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -456785.125000 Penalty: 2936.269775
	Iteration 95Q: 3 clusters Score -456785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -456798.562500 Penalty: 2936.269775
	Iteration 96Q: 3 clusters Score -456798.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -456808.343750 Penalty: 2936.269775
	Iteration 97Q: 3 clusters Score -456808.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -456815.375000 Penalty: 2936.269775
	Iteration 98Q: 3 clusters Score -456815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -456821.468750 Penalty: 2936.269775
	Iteration 99Q: 3 clusters Score -456821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -456827.000000 Penalty: 2936.269775
	Iteration 100F: 3 clusters Score -456827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -456832.187500 Penalty: 2936.269775
	Iteration 101Q: 3 clusters Score -456832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -456833.906250 Penalty: 2936.269775
	Iteration 102Q: 3 clusters Score -456833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -456836.468750 Penalty: 2936.269775
	Iteration 103Q: 3 clusters Score -456836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -456840.625000 Penalty: 2936.269775
	Iteration 104Q: 3 clusters Score -456840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -456842.406250 Penalty: 2936.269775
	Iteration 105Q: 3 clusters Score -456842.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -456844.281250 Penalty: 2936.269775
	Iteration 106Q: 3 clusters Score -456844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -456849.593750 Penalty: 2936.269775
	Iteration 107Q: 3 clusters Score -456849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -456849.843750 Penalty: 2936.269775
	Iteration 108Q: 3 clusters Score -456849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -456852.218750 Penalty: 2936.269775
	Iteration 109Q: 3 clusters Score -456852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -456853.250000 Penalty: 2936.269775
	Iteration 110Q: 3 clusters Score -456853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -456855.093750 Penalty: 2936.269775
	Iteration 111Q: 3 clusters Score -456855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -456858.218750 Penalty: 2936.269775
	Iteration 112Q: 3 clusters Score -456858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -456860.250000 Penalty: 2936.269775
	Iteration 113Q: 3 clusters Score -456860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -456861.125000 Penalty: 2936.269775
	Iteration 114Q: 3 clusters Score -456861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -456861.843750 Penalty: 2936.269775
	Iteration 115Q: 3 clusters Score -456861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -456864.687500 Penalty: 2936.269775
	Iteration 116Q: 3 clusters Score -456864.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -456868.468750 Penalty: 2936.269775
	Iteration 117Q: 3 clusters Score -456868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -456871.218750 Penalty: 2936.269775
	Iteration 118Q: 3 clusters Score -456871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -456874.500000 Penalty: 2936.269775
	Iteration 119Q: 3 clusters Score -456874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -456879.312500 Penalty: 2936.269775
	Iteration 120F: 3 clusters Score -456879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -456883.656250 Penalty: 2936.269775
	Iteration 121Q: 3 clusters Score -456883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -456888.781250 Penalty: 2936.269775
	Iteration 122Q: 3 clusters Score -456888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -456894.250000 Penalty: 2936.269775
	Iteration 123Q: 3 clusters Score -456894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -456901.437500 Penalty: 2936.269775
	Iteration 124Q: 3 clusters Score -456901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -456909.750000 Penalty: 2936.269775
	Iteration 125Q: 3 clusters Score -456909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -456912.593750 Penalty: 2936.269775
	Iteration 126Q: 3 clusters Score -456912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -456916.437500 Penalty: 2936.269775
	Iteration 127Q: 3 clusters Score -456916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -456920.406250 Penalty: 2936.269775
	Iteration 128Q: 3 clusters Score -456920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -456921.375000 Penalty: 2936.269775
	Iteration 129Q: 3 clusters Score -456921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -456927.250000 Penalty: 2936.269775
	Iteration 130Q: 3 clusters Score -456927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -456936.156250 Penalty: 2936.269775
	Iteration 131Q: 3 clusters Score -456936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -456939.812500 Penalty: 2936.269775
	Iteration 132Q: 3 clusters Score -456939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -456939.875000 Penalty: 2936.269775
	Iteration 133Q: 3 clusters Score -456939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -456941.781250 Penalty: 2936.269775
	Iteration 134Q: 3 clusters Score -456941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -456943.906250 Penalty: 2936.269775
	Iteration 135Q: 3 clusters Score -456943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -456943.968750 Penalty: 2936.269775
	Iteration 136Q: 3 clusters Score -456944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -456944.500000 Penalty: 2936.269775
	Iteration 137Q: 3 clusters Score -456944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -456944.500000 Penalty: 2936.269775
	Iteration 138F: 3 clusters Score -456944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Entering Unmasked Estep 
Score: -222951.875000 Penalty: 1328.663574
	Iteration 0F: 2 clusters Score -222951.9 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 1819 members 
Entering Unmasked Estep 
Score: -219908.765625 Penalty: 2657.327148
	Iteration 0F: 3 clusters Score -219908.8 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -220634.062500 Penalty: 2657.327148
	Iteration 1F: 3 clusters Score -220634.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -220775.984375 Penalty: 2657.327148
	Iteration 2F: 3 clusters Score -220776 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -220870.546875 Penalty: 2657.327148
	Iteration 3Q: 3 clusters Score -220870.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -220944.671875 Penalty: 2657.327148
	Iteration 4Q: 3 clusters Score -220944.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -220990.875000 Penalty: 2657.327148
	Iteration 5Q: 3 clusters Score -220990.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -221019.953125 Penalty: 2657.327148
	Iteration 6Q: 3 clusters Score -221020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -221051.078125 Penalty: 2657.327148
	Iteration 7Q: 3 clusters Score -221051.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -221079.828125 Penalty: 2657.327148
	Iteration 8Q: 3 clusters Score -221079.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -221104.703125 Penalty: 2657.327148
	Iteration 9Q: 3 clusters Score -221104.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -221127.796875 Penalty: 2657.327148
	Iteration 10Q: 3 clusters Score -221127.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -221148.875000 Penalty: 2657.327148
	Iteration 11Q: 3 clusters Score -221148.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -221171.421875 Penalty: 2657.327148
	Iteration 12Q: 3 clusters Score -221171.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -221190.890625 Penalty: 2657.327148
	Iteration 13Q: 3 clusters Score -221190.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -221212.312500 Penalty: 2657.327148
	Iteration 14Q: 3 clusters Score -221212.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -221225.718750 Penalty: 2657.327148
	Iteration 15Q: 3 clusters Score -221225.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -221239.312500 Penalty: 2657.327148
	Iteration 16Q: 3 clusters Score -221239.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -221254.328125 Penalty: 2657.327148
	Iteration 17Q: 3 clusters Score -221254.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -221269.312500 Penalty: 2657.327148
	Iteration 18Q: 3 clusters Score -221269.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -221278.265625 Penalty: 2657.327148
	Iteration 19Q: 3 clusters Score -221278.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -221284.562500 Penalty: 2657.327148
	Iteration 20F: 3 clusters Score -221284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -221289.265625 Penalty: 2657.327148
	Iteration 21Q: 3 clusters Score -221289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -221295.593750 Penalty: 2657.327148
	Iteration 22Q: 3 clusters Score -221295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -221300.250000 Penalty: 2657.327148
	Iteration 23Q: 3 clusters Score -221300.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -221305.546875 Penalty: 2657.327148
	Iteration 24Q: 3 clusters Score -221305.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -221311.343750 Penalty: 2657.327148
	Iteration 25Q: 3 clusters Score -221311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -221319.781250 Penalty: 2657.327148
	Iteration 26Q: 3 clusters Score -221319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -221327.687500 Penalty: 2657.327148
	Iteration 27Q: 3 clusters Score -221327.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -221341.375000 Penalty: 2657.327148
	Iteration 28Q: 3 clusters Score -221341.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -221353.437500 Penalty: 2657.327148
	Iteration 29Q: 3 clusters Score -221353.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -221364.375000 Penalty: 2657.327148
	Iteration 30Q: 3 clusters Score -221364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -221373.734375 Penalty: 2657.327148
	Iteration 31Q: 3 clusters Score -221373.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -221384.281250 Penalty: 2657.327148
	Iteration 32Q: 3 clusters Score -221384.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -221392.390625 Penalty: 2657.327148
	Iteration 33Q: 3 clusters Score -221392.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -221403.125000 Penalty: 2657.327148
	Iteration 34Q: 3 clusters Score -221403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -221407.890625 Penalty: 2657.327148
	Iteration 35Q: 3 clusters Score -221407.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -221413.750000 Penalty: 2657.327148
	Iteration 36Q: 3 clusters Score -221413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -221421.062500 Penalty: 2657.327148
	Iteration 37Q: 3 clusters Score -221421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -221425.953125 Penalty: 2657.327148
	Iteration 38Q: 3 clusters Score -221426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -221434.328125 Penalty: 2657.327148
	Iteration 39Q: 3 clusters Score -221434.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -221438.671875 Penalty: 2657.327148
	Iteration 40F: 3 clusters Score -221438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -221441.312500 Penalty: 2657.327148
	Iteration 41Q: 3 clusters Score -221441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -221446.265625 Penalty: 2657.327148
	Iteration 42Q: 3 clusters Score -221446.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -221451.328125 Penalty: 2657.327148
	Iteration 43Q: 3 clusters Score -221451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -221458.828125 Penalty: 2657.327148
	Iteration 44Q: 3 clusters Score -221458.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -221465.328125 Penalty: 2657.327148
	Iteration 45Q: 3 clusters Score -221465.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -221468.734375 Penalty: 2657.327148
	Iteration 46Q: 3 clusters Score -221468.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -221474.468750 Penalty: 2657.327148
	Iteration 47Q: 3 clusters Score -221474.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -221478.781250 Penalty: 2657.327148
	Iteration 48Q: 3 clusters Score -221478.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -221484.171875 Penalty: 2657.327148
	Iteration 49Q: 3 clusters Score -221484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -221487.875000 Penalty: 2657.327148
	Iteration 50Q: 3 clusters Score -221487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -221490.156250 Penalty: 2657.327148
	Iteration 51Q: 3 clusters Score -221490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -221492.843750 Penalty: 2657.327148
	Iteration 52Q: 3 clusters Score -221492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -221494.812500 Penalty: 2657.327148
	Iteration 53Q: 3 clusters Score -221494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -221497.187500 Penalty: 2657.327148
	Iteration 54Q: 3 clusters Score -221497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -221501.109375 Penalty: 2657.327148
	Iteration 55Q: 3 clusters Score -221501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -221502.750000 Penalty: 2657.327148
	Iteration 56Q: 3 clusters Score -221502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -221504.937500 Penalty: 2657.327148
	Iteration 57Q: 3 clusters Score -221504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -221508.734375 Penalty: 2657.327148
	Iteration 58Q: 3 clusters Score -221508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -221510.328125 Penalty: 2657.327148
	Iteration 59Q: 3 clusters Score -221510.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -221513.140625 Penalty: 2657.327148
	Iteration 60F: 3 clusters Score -221513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -221515.375000 Penalty: 2657.327148
	Iteration 61Q: 3 clusters Score -221515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -221518.015625 Penalty: 2657.327148
	Iteration 62Q: 3 clusters Score -221518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -221519.421875 Penalty: 2657.327148
	Iteration 63Q: 3 clusters Score -221519.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -221520.859375 Penalty: 2657.327148
	Iteration 64Q: 3 clusters Score -221520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -221522.578125 Penalty: 2657.327148
	Iteration 65Q: 3 clusters Score -221522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -221524.812500 Penalty: 2657.327148
	Iteration 66Q: 3 clusters Score -221524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -221526.593750 Penalty: 2657.327148
	Iteration 67Q: 3 clusters Score -221526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -221528.609375 Penalty: 2657.327148
	Iteration 68Q: 3 clusters Score -221528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -221529.328125 Penalty: 2657.327148
	Iteration 69Q: 3 clusters Score -221529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -221531.265625 Penalty: 2657.327148
	Iteration 70Q: 3 clusters Score -221531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -221531.343750 Penalty: 2657.327148
	Iteration 71Q: 3 clusters Score -221531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -221531.968750 Penalty: 2657.327148
	Iteration 72Q: 3 clusters Score -221532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -221531.968750 Penalty: 2657.327148
	Iteration 73Q: 3 clusters Score -221532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -221532.015625 Penalty: 2657.327148
	Iteration 74Q: 3 clusters Score -221532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -221532.015625 Penalty: 2657.327148
	Iteration 75F: 3 clusters Score -221532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -269571.156250 Penalty: 1383.620972
	Iteration 0F: 2 clusters Score -269571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -265552.625000 Penalty: 2767.241943
	Iteration 0F: 3 clusters Score -265552.6 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -266802.375000 Penalty: 2767.241943
	Iteration 1F: 3 clusters Score -266802.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -267059.312500 Penalty: 2767.241943
	Iteration 2F: 3 clusters Score -267059.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -267258.500000 Penalty: 2767.241943
	Iteration 3F: 3 clusters Score -267258.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -267420.125000 Penalty: 2767.241943
	Iteration 4F: 3 clusters Score -267420.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -267555.812500 Penalty: 2767.241943
	Iteration 5Q: 3 clusters Score -267555.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -267675.906250 Penalty: 2767.241943
	Iteration 6Q: 3 clusters Score -267675.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -267766.937500 Penalty: 2767.241943
	Iteration 7Q: 3 clusters Score -267766.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -267857.593750 Penalty: 2767.241943
	Iteration 8Q: 3 clusters Score -267857.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -267945.375000 Penalty: 2767.241943
	Iteration 9Q: 3 clusters Score -267945.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -268015.343750 Penalty: 2767.241943
	Iteration 10Q: 3 clusters Score -268015.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -268085.156250 Penalty: 2767.241943
	Iteration 11Q: 3 clusters Score -268085.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -268144.937500 Penalty: 2767.241943
	Iteration 12Q: 3 clusters Score -268144.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -268208.406250 Penalty: 2767.241943
	Iteration 13Q: 3 clusters Score -268208.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -268267.093750 Penalty: 2767.241943
	Iteration 14Q: 3 clusters Score -268267.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -268328.000000 Penalty: 2767.241943
	Iteration 15Q: 3 clusters Score -268328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -268384.750000 Penalty: 2767.241943
	Iteration 16Q: 3 clusters Score -268384.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -268441.937500 Penalty: 2767.241943
	Iteration 17Q: 3 clusters Score -268441.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -268502.125000 Penalty: 2767.241943
	Iteration 18Q: 3 clusters Score -268502.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -268551.500000 Penalty: 2767.241943
	Iteration 19Q: 3 clusters Score -268551.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -268585.718750 Penalty: 2767.241943
	Iteration 20F: 3 clusters Score -268585.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -268622.031250 Penalty: 2767.241943
	Iteration 21Q: 3 clusters Score -268622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -268658.156250 Penalty: 2767.241943
	Iteration 22Q: 3 clusters Score -268658.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -268696.312500 Penalty: 2767.241943
	Iteration 23Q: 3 clusters Score -268696.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -268736.250000 Penalty: 2767.241943
	Iteration 24Q: 3 clusters Score -268736.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -268780.968750 Penalty: 2767.241943
	Iteration 25Q: 3 clusters Score -268781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -268810.468750 Penalty: 2767.241943
	Iteration 26Q: 3 clusters Score -268810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -268820.125000 Penalty: 2767.241943
	Iteration 27Q: 3 clusters Score -268820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -268825.718750 Penalty: 2767.241943
	Iteration 28Q: 3 clusters Score -268825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -268829.656250 Penalty: 2767.241943
	Iteration 29Q: 3 clusters Score -268829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -268831.593750 Penalty: 2767.241943
	Iteration 30Q: 3 clusters Score -268831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -268834.312500 Penalty: 2767.241943
	Iteration 31Q: 3 clusters Score -268834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -268836.406250 Penalty: 2767.241943
	Iteration 32Q: 3 clusters Score -268836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -268839.968750 Penalty: 2767.241943
	Iteration 33Q: 3 clusters Score -268840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -268842.781250 Penalty: 2767.241943
	Iteration 34Q: 3 clusters Score -268842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -268845.000000 Penalty: 2767.241943
	Iteration 35Q: 3 clusters Score -268845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -268845.468750 Penalty: 2767.241943
	Iteration 36Q: 3 clusters Score -268845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -268845.468750 Penalty: 2767.241943
	Iteration 37F: 3 clusters Score -268845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -181669.406250 Penalty: 1332.992432
	Iteration 0F: 2 clusters Score -181669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -178530.750000 Penalty: 2665.984863
	Iteration 0F: 3 clusters Score -178530.8 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -179368.984375 Penalty: 2665.984863
	Iteration 1F: 3 clusters Score -179369 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -179579.343750 Penalty: 2665.984863
	Iteration 2F: 3 clusters Score -179579.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -179737.234375 Penalty: 2665.984863
	Iteration 3F: 3 clusters Score -179737.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -179852.046875 Penalty: 2665.984863
	Iteration 4Q: 3 clusters Score -179852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -179937.484375 Penalty: 2665.984863
	Iteration 5Q: 3 clusters Score -179937.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -179997.531250 Penalty: 2665.984863
	Iteration 6Q: 3 clusters Score -179997.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -180061.359375 Penalty: 2665.984863
	Iteration 7Q: 3 clusters Score -180061.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -180136.312500 Penalty: 2665.984863
	Iteration 8Q: 3 clusters Score -180136.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -180192.187500 Penalty: 2665.984863
	Iteration 9Q: 3 clusters Score -180192.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -180237.312500 Penalty: 2665.984863
	Iteration 10Q: 3 clusters Score -180237.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -180275.640625 Penalty: 2665.984863
	Iteration 11Q: 3 clusters Score -180275.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -180306.015625 Penalty: 2665.984863
	Iteration 12Q: 3 clusters Score -180306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -180333.046875 Penalty: 2665.984863
	Iteration 13Q: 3 clusters Score -180333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -180356.828125 Penalty: 2665.984863
	Iteration 14Q: 3 clusters Score -180356.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -180373.203125 Penalty: 2665.984863
	Iteration 15Q: 3 clusters Score -180373.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -180385.406250 Penalty: 2665.984863
	Iteration 16Q: 3 clusters Score -180385.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -180396.921875 Penalty: 2665.984863
	Iteration 17Q: 3 clusters Score -180396.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -180407.484375 Penalty: 2665.984863
	Iteration 18Q: 3 clusters Score -180407.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -180415.781250 Penalty: 2665.984863
	Iteration 19Q: 3 clusters Score -180415.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180424.250000 Penalty: 2665.984863
	Iteration 20F: 3 clusters Score -180424.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -180434.015625 Penalty: 2665.984863
	Iteration 21Q: 3 clusters Score -180434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -180442.343750 Penalty: 2665.984863
	Iteration 22Q: 3 clusters Score -180442.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -180449.640625 Penalty: 2665.984863
	Iteration 23Q: 3 clusters Score -180449.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -180457.625000 Penalty: 2665.984863
	Iteration 24Q: 3 clusters Score -180457.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -180465.125000 Penalty: 2665.984863
	Iteration 25Q: 3 clusters Score -180465.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -180471.093750 Penalty: 2665.984863
	Iteration 26Q: 3 clusters Score -180471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -180476.156250 Penalty: 2665.984863
	Iteration 27Q: 3 clusters Score -180476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -180481.328125 Penalty: 2665.984863
	Iteration 28Q: 3 clusters Score -180481.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -180484.734375 Penalty: 2665.984863
	Iteration 29Q: 3 clusters Score -180484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -180487.906250 Penalty: 2665.984863
	Iteration 30Q: 3 clusters Score -180487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -180494.078125 Penalty: 2665.984863
	Iteration 31Q: 3 clusters Score -180494.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -180501.046875 Penalty: 2665.984863
	Iteration 32Q: 3 clusters Score -180501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -180507.500000 Penalty: 2665.984863
	Iteration 33Q: 3 clusters Score -180507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -180518.281250 Penalty: 2665.984863
	Iteration 34Q: 3 clusters Score -180518.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -180528.859375 Penalty: 2665.984863
	Iteration 35Q: 3 clusters Score -180528.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -180536.625000 Penalty: 2665.984863
	Iteration 36Q: 3 clusters Score -180536.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -180543.828125 Penalty: 2665.984863
	Iteration 37Q: 3 clusters Score -180543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -180550.406250 Penalty: 2665.984863
	Iteration 38Q: 3 clusters Score -180550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -180555.671875 Penalty: 2665.984863
	Iteration 39Q: 3 clusters Score -180555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -180559.656250 Penalty: 2665.984863
	Iteration 40F: 3 clusters Score -180559.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -180564.156250 Penalty: 2665.984863
	Iteration 41Q: 3 clusters Score -180564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -180567.453125 Penalty: 2665.984863
	Iteration 42Q: 3 clusters Score -180567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -180571.625000 Penalty: 2665.984863
	Iteration 43Q: 3 clusters Score -180571.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -180578.031250 Penalty: 2665.984863
	Iteration 44Q: 3 clusters Score -180578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -180584.375000 Penalty: 2665.984863
	Iteration 45Q: 3 clusters Score -180584.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -180598.000000 Penalty: 2665.984863
	Iteration 46Q: 3 clusters Score -180598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -180606.078125 Penalty: 2665.984863
	Iteration 47Q: 3 clusters Score -180606.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180615.671875 Penalty: 2665.984863
	Iteration 48Q: 3 clusters Score -180615.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -180623.296875 Penalty: 2665.984863
	Iteration 49Q: 3 clusters Score -180623.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180632.734375 Penalty: 2665.984863
	Iteration 50Q: 3 clusters Score -180632.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -180641.406250 Penalty: 2665.984863
	Iteration 51Q: 3 clusters Score -180641.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -180657.703125 Penalty: 2665.984863
	Iteration 52Q: 3 clusters Score -180657.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180669.718750 Penalty: 2665.984863
	Iteration 53Q: 3 clusters Score -180669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180676.421875 Penalty: 2665.984863
	Iteration 54Q: 3 clusters Score -180676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180682.875000 Penalty: 2665.984863
	Iteration 55Q: 3 clusters Score -180682.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -180688.406250 Penalty: 2665.984863
	Iteration 56Q: 3 clusters Score -180688.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -180693.187500 Penalty: 2665.984863
	Iteration 57Q: 3 clusters Score -180693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -180697.343750 Penalty: 2665.984863
	Iteration 58Q: 3 clusters Score -180697.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -180703.484375 Penalty: 2665.984863
	Iteration 59Q: 3 clusters Score -180703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -180707.718750 Penalty: 2665.984863
	Iteration 60F: 3 clusters Score -180707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -180711.640625 Penalty: 2665.984863
	Iteration 61Q: 3 clusters Score -180711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -180715.781250 Penalty: 2665.984863
	Iteration 62Q: 3 clusters Score -180715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -180720.296875 Penalty: 2665.984863
	Iteration 63Q: 3 clusters Score -180720.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -180724.593750 Penalty: 2665.984863
	Iteration 64Q: 3 clusters Score -180724.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -180728.031250 Penalty: 2665.984863
	Iteration 65Q: 3 clusters Score -180728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -180731.296875 Penalty: 2665.984863
	Iteration 66Q: 3 clusters Score -180731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -180734.062500 Penalty: 2665.984863
	Iteration 67Q: 3 clusters Score -180734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -180735.265625 Penalty: 2665.984863
	Iteration 68Q: 3 clusters Score -180735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -180735.734375 Penalty: 2665.984863
	Iteration 69Q: 3 clusters Score -180735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -180736.109375 Penalty: 2665.984863
	Iteration 70Q: 3 clusters Score -180736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -180736.109375 Penalty: 2665.984863
	Iteration 71F: 3 clusters Score -180736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Entering Unmasked Estep 
Score: -1231702.000000 Penalty: 1612.638184
	Iteration 0F: 2 clusters Score -1231702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1217848.625000 Penalty: 3225.276367
	Iteration 0F: 3 clusters Score -1217849 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1222908.500000 Penalty: 3225.276367
	Iteration 1F: 3 clusters Score -1222908 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1223370.250000 Penalty: 3225.276367
	Iteration 2F: 3 clusters Score -1223370 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1223917.875000 Penalty: 3225.276367
	Iteration 3F: 3 clusters Score -1223918 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1224516.500000 Penalty: 3225.276367
	Iteration 4F: 3 clusters Score -1224516 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1225229.750000 Penalty: 3225.276367
	Iteration 5F: 3 clusters Score -1225230 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1225998.125000 Penalty: 3225.276367
	Iteration 6F: 3 clusters Score -1225998 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1226751.750000 Penalty: 3225.276367
	Iteration 7F: 3 clusters Score -1226752 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1227503.750000 Penalty: 3225.276367
	Iteration 8Q: 3 clusters Score -1227504 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1228231.125000 Penalty: 3225.276367
	Iteration 9Q: 3 clusters Score -1228231 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1228776.250000 Penalty: 3225.276367
	Iteration 10Q: 3 clusters Score -1228776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1229214.000000 Penalty: 3225.276367
	Iteration 11Q: 3 clusters Score -1229214 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1229513.875000 Penalty: 3225.276367
	Iteration 12Q: 3 clusters Score -1229514 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1229737.875000 Penalty: 3225.276367
	Iteration 13Q: 3 clusters Score -1229738 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1229891.500000 Penalty: 3225.276367
	Iteration 14Q: 3 clusters Score -1229892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1229992.125000 Penalty: 3225.276367
	Iteration 15Q: 3 clusters Score -1229992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -1230067.250000 Penalty: 3225.276367
	Iteration 16Q: 3 clusters Score -1230067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1230119.000000 Penalty: 3225.276367
	Iteration 17Q: 3 clusters Score -1230119 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1230160.125000 Penalty: 3225.276367
	Iteration 18Q: 3 clusters Score -1230160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1230193.375000 Penalty: 3225.276367
	Iteration 19Q: 3 clusters Score -1230193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1230221.250000 Penalty: 3225.276367
	Iteration 20F: 3 clusters Score -1230221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1230246.375000 Penalty: 3225.276367
	Iteration 21Q: 3 clusters Score -1230246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1230270.250000 Penalty: 3225.276367
	Iteration 22Q: 3 clusters Score -1230270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1230287.250000 Penalty: 3225.276367
	Iteration 23Q: 3 clusters Score -1230287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1230309.875000 Penalty: 3225.276367
	Iteration 24Q: 3 clusters Score -1230310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1230322.625000 Penalty: 3225.276367
	Iteration 25Q: 3 clusters Score -1230323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1230332.750000 Penalty: 3225.276367
	Iteration 26Q: 3 clusters Score -1230333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1230342.750000 Penalty: 3225.276367
	Iteration 27Q: 3 clusters Score -1230343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1230351.875000 Penalty: 3225.276367
	Iteration 28Q: 3 clusters Score -1230352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -1230353.625000 Penalty: 3225.276367
	Iteration 29Q: 3 clusters Score -1230354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1230356.750000 Penalty: 3225.276367
	Iteration 30Q: 3 clusters Score -1230357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1230362.000000 Penalty: 3225.276367
	Iteration 31Q: 3 clusters Score -1230362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1230364.625000 Penalty: 3225.276367
	Iteration 32Q: 3 clusters Score -1230365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1230367.875000 Penalty: 3225.276367
	Iteration 33Q: 3 clusters Score -1230368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1230372.125000 Penalty: 3225.276367
	Iteration 34Q: 3 clusters Score -1230372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1230375.250000 Penalty: 3225.276367
	Iteration 35Q: 3 clusters Score -1230375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1230375.875000 Penalty: 3225.276367
	Iteration 36Q: 3 clusters Score -1230376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1230376.750000 Penalty: 3225.276367
	Iteration 37Q: 3 clusters Score -1230377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1230377.250000 Penalty: 3225.276367
	Iteration 38Q: 3 clusters Score -1230377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1230377.000000 Penalty: 3225.276367
	Iteration 39Q: 3 clusters Score -1230377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -1230377.625000 Penalty: 3225.276367
	Iteration 40F: 3 clusters Score -1230378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1230377.750000 Penalty: 3225.276367
	Iteration 41Q: 3 clusters Score -1230378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1230378.625000 Penalty: 3225.276367
	Iteration 42Q: 3 clusters Score -1230379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1230378.625000 Penalty: 3225.276367
	Iteration 43Q: 3 clusters Score -1230379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1230380.500000 Penalty: 3225.276367
	Iteration 44Q: 3 clusters Score -1230380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1230379.500000 Penalty: 3225.276367
	Iteration 45Q: 3 clusters Score -1230380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1230380.500000 Penalty: 3225.276367
	Iteration 46Q: 3 clusters Score -1230380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1230380.375000 Penalty: 3225.276367
	Iteration 47Q: 3 clusters Score -1230380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1230383.000000 Penalty: 3225.276367
	Iteration 48Q: 3 clusters Score -1230383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1230384.500000 Penalty: 3225.276367
	Iteration 49Q: 3 clusters Score -1230384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1230389.000000 Penalty: 3225.276367
	Iteration 50Q: 3 clusters Score -1230389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1230391.625000 Penalty: 3225.276367
	Iteration 51Q: 3 clusters Score -1230392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1230392.125000 Penalty: 3225.276367
	Iteration 52Q: 3 clusters Score -1230392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1230392.125000 Penalty: 3225.276367
	Iteration 53F: 3 clusters Score -1230392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -92911.304688 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -92911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -90868.718750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -90868.72 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -91312.476562 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -91312.48 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -91435.023438 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -91435.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -91494.593750 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -91494.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -91523.796875 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -91523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -91542.789062 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -91542.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -91557.984375 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -91557.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91571.132812 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -91571.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -91577.968750 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -91577.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -91587.789062 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -91587.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -91598.046875 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -91598.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91609.593750 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -91609.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -91619.921875 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -91619.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -91628.789062 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -91628.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91635.218750 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -91635.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -91638.359375 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -91638.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -91643.445312 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -91643.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -91649.195312 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -91649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91653.546875 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -91653.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91660.078125 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -91660.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91665.750000 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -91665.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91669.492188 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -91669.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91672.648438 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -91672.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91681.015625 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -91681.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91688.539062 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -91688.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91700.015625 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -91700.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91706.945312 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -91706.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91715.078125 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -91715.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91720.937500 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -91720.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91730.742188 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -91730.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91736.937500 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -91736.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91746.070312 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -91746.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91754.734375 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -91754.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91760.046875 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -91760.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91772.414062 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -91772.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91784.226562 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -91784.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91798.648438 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -91798.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91811.726562 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -91811.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91826.632812 Penalty: 2447.754395
	Iteration 38Q: 3 clusters Score -91826.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91834.921875 Penalty: 2447.754395
	Iteration 39Q: 3 clusters Score -91834.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91843.367188 Penalty: 2447.754395
	Iteration 40F: 3 clusters Score -91843.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91846.781250 Penalty: 2447.754395
	Iteration 41Q: 3 clusters Score -91846.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91854.539062 Penalty: 2447.754395
	Iteration 42Q: 3 clusters Score -91854.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91857.609375 Penalty: 2447.754395
	Iteration 43Q: 3 clusters Score -91857.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91860.429688 Penalty: 2447.754395
	Iteration 44Q: 3 clusters Score -91860.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91861.726562 Penalty: 2447.754395
	Iteration 45Q: 3 clusters Score -91861.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91861.726562 Penalty: 2447.754395
	Iteration 46F: 3 clusters Score -91861.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -623026.062500 Penalty: 1515.125244
	Iteration 0F: 2 clusters Score -623026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -615082.625000 Penalty: 3030.250488
	Iteration 0F: 3 clusters Score -615082.6 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -617740.687500 Penalty: 3030.250488
	Iteration 1F: 3 clusters Score -617740.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -618000.562500 Penalty: 3030.250488
	Iteration 2F: 3 clusters Score -618000.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -618206.062500 Penalty: 3030.250488
	Iteration 3Q: 3 clusters Score -618206.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -618357.125000 Penalty: 3030.250488
	Iteration 4Q: 3 clusters Score -618357.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -618490.187500 Penalty: 3030.250488
	Iteration 5Q: 3 clusters Score -618490.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -618643.000000 Penalty: 3030.250488
	Iteration 6Q: 3 clusters Score -618643 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -618808.687500 Penalty: 3030.250488
	Iteration 7Q: 3 clusters Score -618808.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -618980.875000 Penalty: 3030.250488
	Iteration 8Q: 3 clusters Score -618980.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -619162.687500 Penalty: 3030.250488
	Iteration 9Q: 3 clusters Score -619162.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -619314.500000 Penalty: 3030.250488
	Iteration 10Q: 3 clusters Score -619314.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -619471.750000 Penalty: 3030.250488
	Iteration 11Q: 3 clusters Score -619471.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -619638.062500 Penalty: 3030.250488
	Iteration 12Q: 3 clusters Score -619638.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -619812.437500 Penalty: 3030.250488
	Iteration 13Q: 3 clusters Score -619812.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -619986.125000 Penalty: 3030.250488
	Iteration 14Q: 3 clusters Score -619986.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -620131.062500 Penalty: 3030.250488
	Iteration 15Q: 3 clusters Score -620131.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -620251.125000 Penalty: 3030.250488
	Iteration 16Q: 3 clusters Score -620251.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -620337.812500 Penalty: 3030.250488
	Iteration 17Q: 3 clusters Score -620337.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -620396.062500 Penalty: 3030.250488
	Iteration 18Q: 3 clusters Score -620396.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -620444.687500 Penalty: 3030.250488
	Iteration 19Q: 3 clusters Score -620444.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -620487.375000 Penalty: 3030.250488
	Iteration 20F: 3 clusters Score -620487.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -620527.062500 Penalty: 3030.250488
	Iteration 21Q: 3 clusters Score -620527.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -620564.000000 Penalty: 3030.250488
	Iteration 22Q: 3 clusters Score -620564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -620598.312500 Penalty: 3030.250488
	Iteration 23Q: 3 clusters Score -620598.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -620639.562500 Penalty: 3030.250488
	Iteration 24Q: 3 clusters Score -620639.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -620685.625000 Penalty: 3030.250488
	Iteration 25Q: 3 clusters Score -620685.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -620728.687500 Penalty: 3030.250488
	Iteration 26Q: 3 clusters Score -620728.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -620754.750000 Penalty: 3030.250488
	Iteration 27Q: 3 clusters Score -620754.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -620784.937500 Penalty: 3030.250488
	Iteration 28Q: 3 clusters Score -620784.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -620809.312500 Penalty: 3030.250488
	Iteration 29Q: 3 clusters Score -620809.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -620832.875000 Penalty: 3030.250488
	Iteration 30Q: 3 clusters Score -620832.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -620854.625000 Penalty: 3030.250488
	Iteration 31Q: 3 clusters Score -620854.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -620880.187500 Penalty: 3030.250488
	Iteration 32Q: 3 clusters Score -620880.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -620902.312500 Penalty: 3030.250488
	Iteration 33Q: 3 clusters Score -620902.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -620936.250000 Penalty: 3030.250488
	Iteration 34Q: 3 clusters Score -620936.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -620964.750000 Penalty: 3030.250488
	Iteration 35Q: 3 clusters Score -620964.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -621003.875000 Penalty: 3030.250488
	Iteration 36Q: 3 clusters Score -621003.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -621042.937500 Penalty: 3030.250488
	Iteration 37Q: 3 clusters Score -621042.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -621086.937500 Penalty: 3030.250488
	Iteration 38Q: 3 clusters Score -621086.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -621123.437500 Penalty: 3030.250488
	Iteration 39Q: 3 clusters Score -621123.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -621152.500000 Penalty: 3030.250488
	Iteration 40F: 3 clusters Score -621152.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -621174.812500 Penalty: 3030.250488
	Iteration 41Q: 3 clusters Score -621174.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -621195.750000 Penalty: 3030.250488
	Iteration 42Q: 3 clusters Score -621195.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -621216.750000 Penalty: 3030.250488
	Iteration 43Q: 3 clusters Score -621216.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -621235.687500 Penalty: 3030.250488
	Iteration 44Q: 3 clusters Score -621235.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -621259.250000 Penalty: 3030.250488
	Iteration 45Q: 3 clusters Score -621259.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -621279.812500 Penalty: 3030.250488
	Iteration 46Q: 3 clusters Score -621279.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -621298.250000 Penalty: 3030.250488
	Iteration 47Q: 3 clusters Score -621298.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -621319.937500 Penalty: 3030.250488
	Iteration 48Q: 3 clusters Score -621319.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -621352.500000 Penalty: 3030.250488
	Iteration 49Q: 3 clusters Score -621352.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -621385.875000 Penalty: 3030.250488
	Iteration 50Q: 3 clusters Score -621385.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -621410.937500 Penalty: 3030.250488
	Iteration 51Q: 3 clusters Score -621410.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -621436.125000 Penalty: 3030.250488
	Iteration 52Q: 3 clusters Score -621436.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -621452.562500 Penalty: 3030.250488
	Iteration 53Q: 3 clusters Score -621452.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -621469.250000 Penalty: 3030.250488
	Iteration 54Q: 3 clusters Score -621469.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -621487.875000 Penalty: 3030.250488
	Iteration 55Q: 3 clusters Score -621487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -621499.062500 Penalty: 3030.250488
	Iteration 56Q: 3 clusters Score -621499.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -621513.312500 Penalty: 3030.250488
	Iteration 57Q: 3 clusters Score -621513.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -621526.000000 Penalty: 3030.250488
	Iteration 58Q: 3 clusters Score -621526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -621542.250000 Penalty: 3030.250488
	Iteration 59Q: 3 clusters Score -621542.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -621558.500000 Penalty: 3030.250488
	Iteration 60F: 3 clusters Score -621558.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -621575.625000 Penalty: 3030.250488
	Iteration 61Q: 3 clusters Score -621575.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -621597.250000 Penalty: 3030.250488
	Iteration 62Q: 3 clusters Score -621597.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -621618.062500 Penalty: 3030.250488
	Iteration 63Q: 3 clusters Score -621618.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -621643.500000 Penalty: 3030.250488
	Iteration 64Q: 3 clusters Score -621643.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -621666.687500 Penalty: 3030.250488
	Iteration 65Q: 3 clusters Score -621666.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -621691.687500 Penalty: 3030.250488
	Iteration 66Q: 3 clusters Score -621691.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -621719.937500 Penalty: 3030.250488
	Iteration 67Q: 3 clusters Score -621719.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -621749.687500 Penalty: 3030.250488
	Iteration 68Q: 3 clusters Score -621749.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -621773.625000 Penalty: 3030.250488
	Iteration 69Q: 3 clusters Score -621773.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -621791.500000 Penalty: 3030.250488
	Iteration 70Q: 3 clusters Score -621791.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -621817.000000 Penalty: 3030.250488
	Iteration 71Q: 3 clusters Score -621817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -621838.375000 Penalty: 3030.250488
	Iteration 72Q: 3 clusters Score -621838.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -621858.250000 Penalty: 3030.250488
	Iteration 73Q: 3 clusters Score -621858.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -621875.875000 Penalty: 3030.250488
	Iteration 74Q: 3 clusters Score -621875.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -621899.875000 Penalty: 3030.250488
	Iteration 75Q: 3 clusters Score -621899.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -621918.187500 Penalty: 3030.250488
	Iteration 76Q: 3 clusters Score -621918.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -621938.687500 Penalty: 3030.250488
	Iteration 77Q: 3 clusters Score -621938.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -621950.812500 Penalty: 3030.250488
	Iteration 78Q: 3 clusters Score -621950.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -621964.625000 Penalty: 3030.250488
	Iteration 79Q: 3 clusters Score -621964.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -621974.562500 Penalty: 3030.250488
	Iteration 80F: 3 clusters Score -621974.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -621990.312500 Penalty: 3030.250488
	Iteration 81Q: 3 clusters Score -621990.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -622003.500000 Penalty: 3030.250488
	Iteration 82Q: 3 clusters Score -622003.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -622016.375000 Penalty: 3030.250488
	Iteration 83Q: 3 clusters Score -622016.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -622026.062500 Penalty: 3030.250488
	Iteration 84Q: 3 clusters Score -622026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -622031.437500 Penalty: 3030.250488
	Iteration 85Q: 3 clusters Score -622031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -622035.625000 Penalty: 3030.250488
	Iteration 86Q: 3 clusters Score -622035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -622035.625000 Penalty: 3030.250488
	Iteration 87Q: 3 clusters Score -622035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -622039.500000 Penalty: 3030.250488
	Iteration 88Q: 3 clusters Score -622039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -622040.875000 Penalty: 3030.250488
	Iteration 89Q: 3 clusters Score -622040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -622041.625000 Penalty: 3030.250488
	Iteration 90Q: 3 clusters Score -622041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -622041.000000 Penalty: 3030.250488
	Iteration 91Q: 3 clusters Score -622041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -622042.250000 Penalty: 3030.250488
	Iteration 92Q: 3 clusters Score -622042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -622044.312500 Penalty: 3030.250488
	Iteration 93Q: 3 clusters Score -622044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -622044.750000 Penalty: 3030.250488
	Iteration 94Q: 3 clusters Score -622044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -622045.875000 Penalty: 3030.250488
	Iteration 95Q: 3 clusters Score -622045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -622047.000000 Penalty: 3030.250488
	Iteration 96Q: 3 clusters Score -622047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -622047.687500 Penalty: 3030.250488
	Iteration 97Q: 3 clusters Score -622047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -622047.687500 Penalty: 3030.250488
	Iteration 98F: 3 clusters Score -622047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -395915.218750 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -395915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -390513.531250 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -390513.5 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -392122.781250 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -392122.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -392287.562500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -392287.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -392412.375000 Penalty: 2890.366455
	Iteration 3Q: 3 clusters Score -392412.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -392514.625000 Penalty: 2890.366455
	Iteration 4Q: 3 clusters Score -392514.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -392615.218750 Penalty: 2890.366455
	Iteration 5Q: 3 clusters Score -392615.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -392727.125000 Penalty: 2890.366455
	Iteration 6Q: 3 clusters Score -392727.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -392845.281250 Penalty: 2890.366455
	Iteration 7Q: 3 clusters Score -392845.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -392976.093750 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -392976.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -393150.093750 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -393150.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -393351.406250 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -393351.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -393556.781250 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -393556.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -393778.750000 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -393778.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -393978.406250 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -393978.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -394166.562500 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -394166.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -394319.625000 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -394319.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -394407.593750 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -394407.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -394475.531250 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -394475.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -394529.281250 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -394529.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -394578.218750 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -394578.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -394606.812500 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -394606.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -394629.125000 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -394629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -394649.000000 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -394649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -394668.531250 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -394668.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -394684.468750 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -394684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -394696.781250 Penalty: 2890.366455
	Iteration 25Q: 3 clusters Score -394696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -394700.281250 Penalty: 2890.366455
	Iteration 26Q: 3 clusters Score -394700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -394706.343750 Penalty: 2890.366455
	Iteration 27Q: 3 clusters Score -394706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -394715.812500 Penalty: 2890.366455
	Iteration 28Q: 3 clusters Score -394715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -394725.218750 Penalty: 2890.366455
	Iteration 29Q: 3 clusters Score -394725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -394736.718750 Penalty: 2890.366455
	Iteration 30Q: 3 clusters Score -394736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -394741.968750 Penalty: 2890.366455
	Iteration 31Q: 3 clusters Score -394742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -394746.437500 Penalty: 2890.366455
	Iteration 32Q: 3 clusters Score -394746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -394747.125000 Penalty: 2890.366455
	Iteration 33Q: 3 clusters Score -394747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -394747.125000 Penalty: 2890.366455
	Iteration 34F: 3 clusters Score -394747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -114339.929688 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -114339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -112027.953125 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -112028 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -112575.601562 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -112575.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -112770.312500 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -112770.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -112924.765625 Penalty: 2528.869873
	Iteration 3F: 3 clusters Score -112924.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113038.867188 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -113038.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -113128.289062 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -113128.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -113167.046875 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -113167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -113186.976562 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -113187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -113201.679688 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -113201.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113220.734375 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -113220.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113238.757812 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -113238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113254.273438 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -113254.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -113268.882812 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -113268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -113287.367188 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -113287.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -113303.781250 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -113303.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -113323.367188 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -113323.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -113340.046875 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -113340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113349.679688 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -113349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -113353.648438 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -113353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -113359.554688 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -113359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -113363.570312 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -113363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -113365.804688 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -113365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -113373.460938 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -113373.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113382.546875 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -113382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -113389.148438 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -113389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -113398.367188 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -113398.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -113404.671875 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -113404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -113408.656250 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -113408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -113410.695312 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -113410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113413.703125 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -113413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -113419.531250 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -113419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113421.640625 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -113421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113422.632812 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -113422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -113422.632812 Penalty: 2528.869873
	Iteration 33F: 3 clusters Score -113422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Entering Unmasked Estep 
Score: -455351.718750 Penalty: 1455.092529
	Iteration 0F: 2 clusters Score -455351.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -449678.187500 Penalty: 2910.185059
	Iteration 0F: 3 clusters Score -449678.2 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -451550.500000 Penalty: 2910.185059
	Iteration 1F: 3 clusters Score -451550.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -451963.937500 Penalty: 2910.185059
	Iteration 2F: 3 clusters Score -451963.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -452369.406250 Penalty: 2910.185059
	Iteration 3F: 3 clusters Score -452369.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -452745.281250 Penalty: 2910.185059
	Iteration 4F: 3 clusters Score -452745.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -452989.500000 Penalty: 2910.185059
	Iteration 5F: 3 clusters Score -452989.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -453167.375000 Penalty: 2910.185059
	Iteration 6Q: 3 clusters Score -453167.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -453310.406250 Penalty: 2910.185059
	Iteration 7Q: 3 clusters Score -453310.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -453422.093750 Penalty: 2910.185059
	Iteration 8Q: 3 clusters Score -453422.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -453514.000000 Penalty: 2910.185059
	Iteration 9Q: 3 clusters Score -453514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -453580.375000 Penalty: 2910.185059
	Iteration 10Q: 3 clusters Score -453580.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -453658.562500 Penalty: 2910.185059
	Iteration 11Q: 3 clusters Score -453658.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -453731.875000 Penalty: 2910.185059
	Iteration 12Q: 3 clusters Score -453731.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -453783.468750 Penalty: 2910.185059
	Iteration 13Q: 3 clusters Score -453783.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -453836.656250 Penalty: 2910.185059
	Iteration 14Q: 3 clusters Score -453836.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -453877.531250 Penalty: 2910.185059
	Iteration 15Q: 3 clusters Score -453877.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -453911.125000 Penalty: 2910.185059
	Iteration 16Q: 3 clusters Score -453911.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -453937.062500 Penalty: 2910.185059
	Iteration 17Q: 3 clusters Score -453937.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -453960.250000 Penalty: 2910.185059
	Iteration 18Q: 3 clusters Score -453960.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -453985.875000 Penalty: 2910.185059
	Iteration 19Q: 3 clusters Score -453985.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -453999.812500 Penalty: 2910.185059
	Iteration 20F: 3 clusters Score -453999.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -454008.281250 Penalty: 2910.185059
	Iteration 21Q: 3 clusters Score -454008.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -454017.062500 Penalty: 2910.185059
	Iteration 22Q: 3 clusters Score -454017.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -454026.687500 Penalty: 2910.185059
	Iteration 23Q: 3 clusters Score -454026.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -454033.812500 Penalty: 2910.185059
	Iteration 24Q: 3 clusters Score -454033.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -454039.687500 Penalty: 2910.185059
	Iteration 25Q: 3 clusters Score -454039.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -454044.781250 Penalty: 2910.185059
	Iteration 26Q: 3 clusters Score -454044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -454047.500000 Penalty: 2910.185059
	Iteration 27Q: 3 clusters Score -454047.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -454051.218750 Penalty: 2910.185059
	Iteration 28Q: 3 clusters Score -454051.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -454057.625000 Penalty: 2910.185059
	Iteration 29Q: 3 clusters Score -454057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -454061.218750 Penalty: 2910.185059
	Iteration 30Q: 3 clusters Score -454061.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -454067.343750 Penalty: 2910.185059
	Iteration 31Q: 3 clusters Score -454067.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -454070.156250 Penalty: 2910.185059
	Iteration 32Q: 3 clusters Score -454070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -454073.125000 Penalty: 2910.185059
	Iteration 33Q: 3 clusters Score -454073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -454076.937500 Penalty: 2910.185059
	Iteration 34Q: 3 clusters Score -454076.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -454080.312500 Penalty: 2910.185059
	Iteration 35Q: 3 clusters Score -454080.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -454082.750000 Penalty: 2910.185059
	Iteration 36Q: 3 clusters Score -454082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -454084.187500 Penalty: 2910.185059
	Iteration 37Q: 3 clusters Score -454084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -454089.531250 Penalty: 2910.185059
	Iteration 38Q: 3 clusters Score -454089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -454092.531250 Penalty: 2910.185059
	Iteration 39Q: 3 clusters Score -454092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -454093.531250 Penalty: 2910.185059
	Iteration 40F: 3 clusters Score -454093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -454096.750000 Penalty: 2910.185059
	Iteration 41Q: 3 clusters Score -454096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -454096.843750 Penalty: 2910.185059
	Iteration 42Q: 3 clusters Score -454096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -454097.781250 Penalty: 2910.185059
	Iteration 43Q: 3 clusters Score -454097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -454101.031250 Penalty: 2910.185059
	Iteration 44Q: 3 clusters Score -454101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -454102.812500 Penalty: 2910.185059
	Iteration 45Q: 3 clusters Score -454102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -454105.906250 Penalty: 2910.185059
	Iteration 46Q: 3 clusters Score -454105.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -454108.468750 Penalty: 2910.185059
	Iteration 47Q: 3 clusters Score -454108.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -454111.937500 Penalty: 2910.185059
	Iteration 48Q: 3 clusters Score -454111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -454114.187500 Penalty: 2910.185059
	Iteration 49Q: 3 clusters Score -454114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -454115.406250 Penalty: 2910.185059
	Iteration 50Q: 3 clusters Score -454115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -454117.375000 Penalty: 2910.185059
	Iteration 51Q: 3 clusters Score -454117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -454117.500000 Penalty: 2910.185059
	Iteration 52Q: 3 clusters Score -454117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -454118.468750 Penalty: 2910.185059
	Iteration 53Q: 3 clusters Score -454118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -454120.156250 Penalty: 2910.185059
	Iteration 54Q: 3 clusters Score -454120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -454119.687500 Penalty: 2910.185059
	Iteration 55Q: 3 clusters Score -454119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -454119.687500 Penalty: 2910.185059
	Iteration 56F: 3 clusters Score -454119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7322 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561152.000000 Penalty: 41504.164062
Iteration 199Q: 22 clusters Score -1.056115e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 20530 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561184.000000 Penalty: 41504.164062
Iteration 200F: 22 clusters Score -1.056118e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 9287 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 8389 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 4984 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 20662 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561253.000000 Penalty: 41504.164062
Iteration 201Q: 22 clusters Score -1.056125e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 9286 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7320 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 9840 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 20820 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7278 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561330.000000 Penalty: 41504.164062
Iteration 202Q: 22 clusters Score -1.056133e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7319 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 9830 members 
Mstep: Class 12 contains 8390 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 7276 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561409.000000 Penalty: 41504.164062
Iteration 203Q: 22 clusters Score -1.056141e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 9821 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 4971 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 21221 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561575.000000 Penalty: 41504.164062
Iteration 204Q: 22 clusters Score -1.056158e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7312 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 6009 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 21469 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561687.000000 Penalty: 41504.164062
Iteration 205Q: 22 clusters Score -1.056169e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 21685 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561843.000000 Penalty: 41504.164062
Iteration 206Q: 22 clusters Score -1.056184e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 6003 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 21897 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10561962.000000 Penalty: 41504.164062
Iteration 207Q: 22 clusters Score -1.056196e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 9732 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11202 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562102.000000 Penalty: 41504.164062
Iteration 208Q: 22 clusters Score -1.05621e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 9264 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 6000 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4952 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 22264 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7264 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562198.000000 Penalty: 41504.164062
Iteration 209Q: 22 clusters Score -1.05622e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 8401 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4948 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 22414 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562298.000000 Penalty: 41504.164062
Iteration 210Q: 22 clusters Score -1.05623e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 9645 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562340.000000 Penalty: 41504.164062
Iteration 211Q: 22 clusters Score -1.056234e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 9610 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 22646 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562426.000000 Penalty: 41504.164062
Iteration 212Q: 22 clusters Score -1.056243e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 5991 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 9579 members 
Mstep: Class 12 contains 8414 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 22730 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562462.000000 Penalty: 41504.164062
Iteration 213Q: 22 clusters Score -1.056246e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5988 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 22791 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562442.000000 Penalty: 41504.164062
Iteration 214Q: 22 clusters Score -1.056244e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 5986 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 9530 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 22853 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562476.000000 Penalty: 41504.164062
Iteration 215Q: 22 clusters Score -1.056248e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 9505 members 
Mstep: Class 12 contains 8418 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 22901 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562494.000000 Penalty: 41504.164062
Iteration 216Q: 22 clusters Score -1.056249e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 9484 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 22942 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562546.000000 Penalty: 41504.164062
Iteration 217Q: 22 clusters Score -1.056255e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7302 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 22976 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562572.000000 Penalty: 41504.164062
Iteration 218Q: 22 clusters Score -1.056257e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7300 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5975 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 23001 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562582.000000 Penalty: 41504.164062
Iteration 219Q: 22 clusters Score -1.056258e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 5016 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7299 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 23017 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562596.000000 Penalty: 41504.164062
Iteration 220F: 22 clusters Score -1.05626e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7296 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 23033 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562623.000000 Penalty: 41504.164062
Iteration 221Q: 22 clusters Score -1.056262e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 9405 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 23054 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2399 members 
Mstep: Class 22 contains 7400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562628.000000 Penalty: 41504.164062
Iteration 222Q: 22 clusters Score -1.056263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23069 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11257 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562666.000000 Penalty: 41504.164062
Iteration 223Q: 22 clusters Score -1.056267e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 5023 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4950 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23083 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562660.000000 Penalty: 41504.164062
Iteration 224Q: 22 clusters Score -1.056266e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 5956 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 4952 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562661.000000 Penalty: 41504.164062
Iteration 225Q: 22 clusters Score -1.056266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562716.000000 Penalty: 41504.164062
Iteration 226Q: 22 clusters Score -1.056272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 5023 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 9364 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562703.000000 Penalty: 41504.164062
Iteration 227Q: 22 clusters Score -1.05627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 9355 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562707.000000 Penalty: 41504.164062
Iteration 228Q: 22 clusters Score -1.056271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 5023 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 23150 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11281 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562712.000000 Penalty: 41504.164062
Iteration 229Q: 22 clusters Score -1.056271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 5023 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 23159 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562727.000000 Penalty: 41504.164062
Iteration 230Q: 22 clusters Score -1.056273e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7287 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 23172 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562723.000000 Penalty: 41504.164062
Iteration 231Q: 22 clusters Score -1.056272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7284 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 16 contains 23181 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562707.000000 Penalty: 41504.164062
Iteration 232Q: 22 clusters Score -1.056271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7284 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 16 contains 23183 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562718.000000 Penalty: 41504.164062
Iteration 233Q: 22 clusters Score -1.056272e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 9287 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7287 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5930 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 23182 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562737.000000 Penalty: 41504.164062
Iteration 234Q: 22 clusters Score -1.056274e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 8420 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 23187 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562739.000000 Penalty: 41504.164062
Iteration 235Q: 22 clusters Score -1.056274e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 9267 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23192 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562756.000000 Penalty: 41504.164062
Iteration 236Q: 22 clusters Score -1.056276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 5906 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23199 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11317 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562777.000000 Penalty: 41504.164062
Iteration 237Q: 22 clusters Score -1.056278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11322 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562767.000000 Penalty: 41504.164062
Iteration 238Q: 22 clusters Score -1.056277e+07 nChanged 50
Entering ConstructFrom: 
Score: -10562767.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Entering Unmasked Estep 
Score: -3855119.000000 Penalty: 1804.132202
	Iteration 0F: 2 clusters Score -3855119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -3810749.250000 Penalty: 3608.264404
	Iteration 0F: 3 clusters Score -3810749 nChanged 31468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3828759.500000 Penalty: 3608.264404
	Iteration 1F: 3 clusters Score -3828760 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3829522.000000 Penalty: 3608.264404
	Iteration 2Q: 3 clusters Score -3829522 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3830489.000000 Penalty: 3608.264404
	Iteration 3Q: 3 clusters Score -3830489 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3831595.000000 Penalty: 3608.264404
	Iteration 4Q: 3 clusters Score -3831595 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3833006.500000 Penalty: 3608.264404
	Iteration 5Q: 3 clusters Score -3833006 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3834746.000000 Penalty: 3608.264404
	Iteration 6F: 3 clusters Score -3834746 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3836652.500000 Penalty: 3608.264404
	Iteration 7F: 3 clusters Score -3836652 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3838558.000000 Penalty: 3608.264404
	Iteration 8F: 3 clusters Score -3838558 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3840362.500000 Penalty: 3608.264404
	Iteration 9Q: 3 clusters Score -3840362 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3841788.000000 Penalty: 3608.264404
	Iteration 10Q: 3 clusters Score -3841788 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3842718.000000 Penalty: 3608.264404
	Iteration 11Q: 3 clusters Score -3842718 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3843284.250000 Penalty: 3608.264404
	Iteration 12Q: 3 clusters Score -3843284 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3843695.000000 Penalty: 3608.264404
	Iteration 13Q: 3 clusters Score -3843695 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3843971.250000 Penalty: 3608.264404
	Iteration 14Q: 3 clusters Score -3843971 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3844199.500000 Penalty: 3608.264404
	Iteration 15Q: 3 clusters Score -3844200 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3844443.750000 Penalty: 3608.264404
	Iteration 16Q: 3 clusters Score -3844444 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3844667.000000 Penalty: 3608.264404
	Iteration 17Q: 3 clusters Score -3844667 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3844983.500000 Penalty: 3608.264404
	Iteration 18Q: 3 clusters Score -3844984 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3845322.750000 Penalty: 3608.264404
	Iteration 19Q: 3 clusters Score -3845323 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3845708.500000 Penalty: 3608.264404
	Iteration 20F: 3 clusters Score -3845708 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3846079.250000 Penalty: 3608.264404
	Iteration 21Q: 3 clusters Score -3846079 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3846499.500000 Penalty: 3608.264404
	Iteration 22Q: 3 clusters Score -3846500 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3846941.500000 Penalty: 3608.264404
	Iteration 23Q: 3 clusters Score -3846942 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3847457.250000 Penalty: 3608.264404
	Iteration 24Q: 3 clusters Score -3847457 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3847998.500000 Penalty: 3608.264404
	Iteration 25Q: 3 clusters Score -3847998 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3848633.250000 Penalty: 3608.264404
	Iteration 26Q: 3 clusters Score -3848633 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3849231.000000 Penalty: 3608.264404
	Iteration 27Q: 3 clusters Score -3849231 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3849880.000000 Penalty: 3608.264404
	Iteration 28Q: 3 clusters Score -3849880 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3850528.500000 Penalty: 3608.264404
	Iteration 29Q: 3 clusters Score -3850528 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3851140.000000 Penalty: 3608.264404
	Iteration 30Q: 3 clusters Score -3851140 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3851670.250000 Penalty: 3608.264404
	Iteration 31Q: 3 clusters Score -3851670 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3852152.250000 Penalty: 3608.264404
	Iteration 32Q: 3 clusters Score -3852152 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3852556.500000 Penalty: 3608.264404
	Iteration 33Q: 3 clusters Score -3852556 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3852865.250000 Penalty: 3608.264404
	Iteration 34Q: 3 clusters Score -3852865 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3853090.500000 Penalty: 3608.264404
	Iteration 35Q: 3 clusters Score -3853090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3853264.250000 Penalty: 3608.264404
	Iteration 36Q: 3 clusters Score -3853264 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3853423.750000 Penalty: 3608.264404
	Iteration 37Q: 3 clusters Score -3853424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3853539.750000 Penalty: 3608.264404
	Iteration 38Q: 3 clusters Score -3853540 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3853616.000000 Penalty: 3608.264404
	Iteration 39Q: 3 clusters Score -3853616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3853676.250000 Penalty: 3608.264404
	Iteration 40F: 3 clusters Score -3853676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3853715.250000 Penalty: 3608.264404
	Iteration 41Q: 3 clusters Score -3853715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3853759.250000 Penalty: 3608.264404
	Iteration 42Q: 3 clusters Score -3853759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3853767.250000 Penalty: 3608.264404
	Iteration 43Q: 3 clusters Score -3853767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3853775.250000 Penalty: 3608.264404
	Iteration 44Q: 3 clusters Score -3853775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3853788.250000 Penalty: 3608.264404
	Iteration 45Q: 3 clusters Score -3853788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3853803.000000 Penalty: 3608.264404
	Iteration 46Q: 3 clusters Score -3853803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3853815.250000 Penalty: 3608.264404
	Iteration 47Q: 3 clusters Score -3853815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3853820.750000 Penalty: 3608.264404
	Iteration 48Q: 3 clusters Score -3853821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3853828.250000 Penalty: 3608.264404
	Iteration 49Q: 3 clusters Score -3853828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3853835.000000 Penalty: 3608.264404
	Iteration 50Q: 3 clusters Score -3853835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3853839.750000 Penalty: 3608.264404
	Iteration 51Q: 3 clusters Score -3853840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3853848.500000 Penalty: 3608.264404
	Iteration 52Q: 3 clusters Score -3853848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3853854.000000 Penalty: 3608.264404
	Iteration 53Q: 3 clusters Score -3853854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3853853.500000 Penalty: 3608.264404
	Iteration 54Q: 3 clusters Score -3853854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3853855.000000 Penalty: 3608.264404
	Iteration 55Q: 3 clusters Score -3853855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3853859.250000 Penalty: 3608.264404
	Iteration 56Q: 3 clusters Score -3853859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3853863.250000 Penalty: 3608.264404
	Iteration 57Q: 3 clusters Score -3853863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3853865.750000 Penalty: 3608.264404
	Iteration 58Q: 3 clusters Score -3853866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3853863.250000 Penalty: 3608.264404
	Iteration 59Q: 3 clusters Score -3853863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3853862.500000 Penalty: 3608.264404
	Iteration 60F: 3 clusters Score -3853862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3853861.500000 Penalty: 3608.264404
	Iteration 61Q: 3 clusters Score -3853862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3853865.000000 Penalty: 3608.264404
	Iteration 62Q: 3 clusters Score -3853865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3853863.750000 Penalty: 3608.264404
	Iteration 63Q: 3 clusters Score -3853864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3853866.250000 Penalty: 3608.264404
	Iteration 64Q: 3 clusters Score -3853866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3853866.250000 Penalty: 3608.264404
	Iteration 65F: 3 clusters Score -3853866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -304834.687500 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -304834.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -300848.531250 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -300848.5 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -301921.468750 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -301921.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -302095.500000 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -302095.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -302221.875000 Penalty: 2770.419434
	Iteration 3Q: 3 clusters Score -302221.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -302327.750000 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -302327.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -302401.656250 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -302401.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -302466.468750 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -302466.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -302522.375000 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -302522.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -302570.000000 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -302570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -302633.093750 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -302633.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -302706.750000 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -302706.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -302786.343750 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -302786.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -302855.625000 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -302855.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -302914.343750 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -302914.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -302962.437500 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -302962.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -303008.500000 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -303008.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -303054.687500 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -303054.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -303087.187500 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -303087.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -303109.031250 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -303109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -303123.750000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -303123.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -303136.531250 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -303136.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -303148.000000 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -303148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -303158.906250 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -303158.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -303168.812500 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -303168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -303175.281250 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -303175.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -303180.500000 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -303180.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -303186.437500 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -303186.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -303191.468750 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -303191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -303196.781250 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -303196.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -303201.250000 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -303201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -303207.187500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -303207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -303212.718750 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -303212.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -303218.000000 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -303218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -303222.093750 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -303222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -303225.187500 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -303225.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -303228.312500 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -303228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -303231.781250 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -303231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -303231.656250 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -303231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -303233.718750 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -303233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -303234.468750 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -303234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -303235.062500 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -303235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -303235.125000 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -303235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -303235.593750 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -303235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -303235.937500 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -303235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -303237.062500 Penalty: 2770.419434
	Iteration 44Q: 3 clusters Score -303237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -303238.625000 Penalty: 2770.419434
	Iteration 45Q: 3 clusters Score -303238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -303241.062500 Penalty: 2770.419434
	Iteration 46Q: 3 clusters Score -303241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -303245.593750 Penalty: 2770.419434
	Iteration 47Q: 3 clusters Score -303245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -303253.437500 Penalty: 2770.419434
	Iteration 48Q: 3 clusters Score -303253.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -303258.250000 Penalty: 2770.419434
	Iteration 49Q: 3 clusters Score -303258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -303262.343750 Penalty: 2770.419434
	Iteration 50Q: 3 clusters Score -303262.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -303266.000000 Penalty: 2770.419434
	Iteration 51Q: 3 clusters Score -303266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -303267.750000 Penalty: 2770.419434
	Iteration 52Q: 3 clusters Score -303267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -303272.531250 Penalty: 2770.419434
	Iteration 53Q: 3 clusters Score -303272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -303276.656250 Penalty: 2770.419434
	Iteration 54Q: 3 clusters Score -303276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -303282.000000 Penalty: 2770.419434
	Iteration 55Q: 3 clusters Score -303282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -303287.281250 Penalty: 2770.419434
	Iteration 56Q: 3 clusters Score -303287.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -303290.625000 Penalty: 2770.419434
	Iteration 57Q: 3 clusters Score -303290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -303293.250000 Penalty: 2770.419434
	Iteration 58Q: 3 clusters Score -303293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -303295.718750 Penalty: 2770.419434
	Iteration 59Q: 3 clusters Score -303295.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -303298.000000 Penalty: 2770.419434
	Iteration 60F: 3 clusters Score -303298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -303300.406250 Penalty: 2770.419434
	Iteration 61Q: 3 clusters Score -303300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -303302.312500 Penalty: 2770.419434
	Iteration 62Q: 3 clusters Score -303302.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -303305.781250 Penalty: 2770.419434
	Iteration 63Q: 3 clusters Score -303305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -303311.750000 Penalty: 2770.419434
	Iteration 64Q: 3 clusters Score -303311.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -303318.187500 Penalty: 2770.419434
	Iteration 65Q: 3 clusters Score -303318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -303324.468750 Penalty: 2770.419434
	Iteration 66Q: 3 clusters Score -303324.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -303332.843750 Penalty: 2770.419434
	Iteration 67Q: 3 clusters Score -303332.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -303339.843750 Penalty: 2770.419434
	Iteration 68Q: 3 clusters Score -303339.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -303347.562500 Penalty: 2770.419434
	Iteration 69Q: 3 clusters Score -303347.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -303356.000000 Penalty: 2770.419434
	Iteration 70Q: 3 clusters Score -303356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -303358.218750 Penalty: 2770.419434
	Iteration 71Q: 3 clusters Score -303358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -303361.687500 Penalty: 2770.419434
	Iteration 72Q: 3 clusters Score -303361.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -303365.250000 Penalty: 2770.419434
	Iteration 73Q: 3 clusters Score -303365.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -303370.625000 Penalty: 2770.419434
	Iteration 74Q: 3 clusters Score -303370.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -303376.750000 Penalty: 2770.419434
	Iteration 75Q: 3 clusters Score -303376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -303380.375000 Penalty: 2770.419434
	Iteration 76Q: 3 clusters Score -303380.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -303386.750000 Penalty: 2770.419434
	Iteration 77Q: 3 clusters Score -303386.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -303391.468750 Penalty: 2770.419434
	Iteration 78Q: 3 clusters Score -303391.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -303396.656250 Penalty: 2770.419434
	Iteration 79Q: 3 clusters Score -303396.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -303400.656250 Penalty: 2770.419434
	Iteration 80F: 3 clusters Score -303400.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -303405.593750 Penalty: 2770.419434
	Iteration 81Q: 3 clusters Score -303405.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -303410.187500 Penalty: 2770.419434
	Iteration 82Q: 3 clusters Score -303410.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -303416.375000 Penalty: 2770.419434
	Iteration 83Q: 3 clusters Score -303416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -303420.406250 Penalty: 2770.419434
	Iteration 84Q: 3 clusters Score -303420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -303423.093750 Penalty: 2770.419434
	Iteration 85Q: 3 clusters Score -303423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -303429.406250 Penalty: 2770.419434
	Iteration 86Q: 3 clusters Score -303429.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -303434.218750 Penalty: 2770.419434
	Iteration 87Q: 3 clusters Score -303434.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -303439.656250 Penalty: 2770.419434
	Iteration 88Q: 3 clusters Score -303439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -303444.156250 Penalty: 2770.419434
	Iteration 89Q: 3 clusters Score -303444.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -303450.156250 Penalty: 2770.419434
	Iteration 90Q: 3 clusters Score -303450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -303455.312500 Penalty: 2770.419434
	Iteration 91Q: 3 clusters Score -303455.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -303460.187500 Penalty: 2770.419434
	Iteration 92Q: 3 clusters Score -303460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -303464.125000 Penalty: 2770.419434
	Iteration 93Q: 3 clusters Score -303464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -303466.687500 Penalty: 2770.419434
	Iteration 94Q: 3 clusters Score -303466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -303467.343750 Penalty: 2770.419434
	Iteration 95Q: 3 clusters Score -303467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -303466.906250 Penalty: 2770.419434
	Iteration 96Q: 3 clusters Score -303466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -303468.718750 Penalty: 2770.419434
	Iteration 97Q: 3 clusters Score -303468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -303470.093750 Penalty: 2770.419434
	Iteration 98Q: 3 clusters Score -303470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -303473.062500 Penalty: 2770.419434
	Iteration 99Q: 3 clusters Score -303473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -303475.218750 Penalty: 2770.419434
	Iteration 100F: 3 clusters Score -303475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -303476.718750 Penalty: 2770.419434
	Iteration 101Q: 3 clusters Score -303476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -303477.968750 Penalty: 2770.419434
	Iteration 102Q: 3 clusters Score -303478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -303480.343750 Penalty: 2770.419434
	Iteration 103Q: 3 clusters Score -303480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -303482.218750 Penalty: 2770.419434
	Iteration 104Q: 3 clusters Score -303482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -303482.781250 Penalty: 2770.419434
	Iteration 105Q: 3 clusters Score -303482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -303483.250000 Penalty: 2770.419434
	Iteration 106Q: 3 clusters Score -303483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -303486.093750 Penalty: 2770.419434
	Iteration 107Q: 3 clusters Score -303486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -303486.937500 Penalty: 2770.419434
	Iteration 108Q: 3 clusters Score -303486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -303488.625000 Penalty: 2770.419434
	Iteration 109Q: 3 clusters Score -303488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -303491.093750 Penalty: 2770.419434
	Iteration 110Q: 3 clusters Score -303491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -303491.531250 Penalty: 2770.419434
	Iteration 111Q: 3 clusters Score -303491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -303493.312500 Penalty: 2770.419434
	Iteration 112Q: 3 clusters Score -303493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -303496.968750 Penalty: 2770.419434
	Iteration 113Q: 3 clusters Score -303497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -303497.843750 Penalty: 2770.419434
	Iteration 114Q: 3 clusters Score -303497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -303499.656250 Penalty: 2770.419434
	Iteration 115Q: 3 clusters Score -303499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -303502.156250 Penalty: 2770.419434
	Iteration 116Q: 3 clusters Score -303502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -303504.218750 Penalty: 2770.419434
	Iteration 117Q: 3 clusters Score -303504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -303507.750000 Penalty: 2770.419434
	Iteration 118Q: 3 clusters Score -303507.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -303511.312500 Penalty: 2770.419434
	Iteration 119Q: 3 clusters Score -303511.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -303515.125000 Penalty: 2770.419434
	Iteration 120F: 3 clusters Score -303515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -303518.156250 Penalty: 2770.419434
	Iteration 121Q: 3 clusters Score -303518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -303520.906250 Penalty: 2770.419434
	Iteration 122Q: 3 clusters Score -303520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -303523.750000 Penalty: 2770.419434
	Iteration 123Q: 3 clusters Score -303523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -303526.437500 Penalty: 2770.419434
	Iteration 124Q: 3 clusters Score -303526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -303528.250000 Penalty: 2770.419434
	Iteration 125Q: 3 clusters Score -303528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -303530.500000 Penalty: 2770.419434
	Iteration 126Q: 3 clusters Score -303530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -303532.375000 Penalty: 2770.419434
	Iteration 127Q: 3 clusters Score -303532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -303533.937500 Penalty: 2770.419434
	Iteration 128Q: 3 clusters Score -303533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -303534.187500 Penalty: 2770.419434
	Iteration 129Q: 3 clusters Score -303534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -303535.218750 Penalty: 2770.419434
	Iteration 130Q: 3 clusters Score -303535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -303536.437500 Penalty: 2770.419434
	Iteration 131Q: 3 clusters Score -303536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -303537.406250 Penalty: 2770.419434
	Iteration 132Q: 3 clusters Score -303537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -303538.406250 Penalty: 2770.419434
	Iteration 133Q: 3 clusters Score -303538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -303539.625000 Penalty: 2770.419434
	Iteration 134Q: 3 clusters Score -303539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -303539.468750 Penalty: 2770.419434
	Iteration 135Q: 3 clusters Score -303539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -303539.375000 Penalty: 2770.419434
	Iteration 136Q: 3 clusters Score -303539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -303540.000000 Penalty: 2770.419434
	Iteration 137Q: 3 clusters Score -303540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -303543.031250 Penalty: 2770.419434
	Iteration 138Q: 3 clusters Score -303543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -303544.562500 Penalty: 2770.419434
	Iteration 139Q: 3 clusters Score -303544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -303545.687500 Penalty: 2770.419434
	Iteration 140F: 3 clusters Score -303545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -303547.250000 Penalty: 2770.419434
	Iteration 141Q: 3 clusters Score -303547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -303547.875000 Penalty: 2770.419434
	Iteration 142Q: 3 clusters Score -303547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -303549.000000 Penalty: 2770.419434
	Iteration 143Q: 3 clusters Score -303549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -303549.781250 Penalty: 2770.419434
	Iteration 144Q: 3 clusters Score -303549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -303550.656250 Penalty: 2770.419434
	Iteration 145Q: 3 clusters Score -303550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -303551.875000 Penalty: 2770.419434
	Iteration 146Q: 3 clusters Score -303551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -303551.750000 Penalty: 2770.419434
	Iteration 147Q: 3 clusters Score -303551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -303552.562500 Penalty: 2770.419434
	Iteration 148Q: 3 clusters Score -303552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -303553.937500 Penalty: 2770.419434
	Iteration 149Q: 3 clusters Score -303553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -303553.093750 Penalty: 2770.419434
	Iteration 150Q: 3 clusters Score -303553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -303554.812500 Penalty: 2770.419434
	Iteration 151Q: 3 clusters Score -303554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -303555.812500 Penalty: 2770.419434
	Iteration 152Q: 3 clusters Score -303555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -303556.875000 Penalty: 2770.419434
	Iteration 153Q: 3 clusters Score -303556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -303556.687500 Penalty: 2770.419434
	Iteration 154Q: 3 clusters Score -303556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -303557.687500 Penalty: 2770.419434
	Iteration 155Q: 3 clusters Score -303557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -303557.687500 Penalty: 2770.419434
	Iteration 156F: 3 clusters Score -303557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -538763.500000 Penalty: 1484.782715
	Iteration 0F: 2 clusters Score -538763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -531985.687500 Penalty: 2969.565430
	Iteration 0F: 3 clusters Score -531985.7 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -534182.375000 Penalty: 2969.565430
	Iteration 1F: 3 clusters Score -534182.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -534523.000000 Penalty: 2969.565430
	Iteration 2F: 3 clusters Score -534523 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -534809.875000 Penalty: 2969.565430
	Iteration 3F: 3 clusters Score -534809.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -535048.375000 Penalty: 2969.565430
	Iteration 4F: 3 clusters Score -535048.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -535301.750000 Penalty: 2969.565430
	Iteration 5Q: 3 clusters Score -535301.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -535618.437500 Penalty: 2969.565430
	Iteration 6Q: 3 clusters Score -535618.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -535959.250000 Penalty: 2969.565430
	Iteration 7F: 3 clusters Score -535959.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -536248.312500 Penalty: 2969.565430
	Iteration 8Q: 3 clusters Score -536248.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -536462.812500 Penalty: 2969.565430
	Iteration 9Q: 3 clusters Score -536462.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -536634.062500 Penalty: 2969.565430
	Iteration 10Q: 3 clusters Score -536634.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -536742.562500 Penalty: 2969.565430
	Iteration 11Q: 3 clusters Score -536742.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -536812.062500 Penalty: 2969.565430
	Iteration 12Q: 3 clusters Score -536812.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -536861.187500 Penalty: 2969.565430
	Iteration 13Q: 3 clusters Score -536861.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -536901.750000 Penalty: 2969.565430
	Iteration 14Q: 3 clusters Score -536901.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -536938.437500 Penalty: 2969.565430
	Iteration 15Q: 3 clusters Score -536938.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -536972.687500 Penalty: 2969.565430
	Iteration 16Q: 3 clusters Score -536972.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -537015.812500 Penalty: 2969.565430
	Iteration 17Q: 3 clusters Score -537015.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -537054.062500 Penalty: 2969.565430
	Iteration 18Q: 3 clusters Score -537054.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -537083.812500 Penalty: 2969.565430
	Iteration 19Q: 3 clusters Score -537083.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -537111.250000 Penalty: 2969.565430
	Iteration 20F: 3 clusters Score -537111.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -537138.687500 Penalty: 2969.565430
	Iteration 21Q: 3 clusters Score -537138.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -537161.687500 Penalty: 2969.565430
	Iteration 22Q: 3 clusters Score -537161.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -537185.062500 Penalty: 2969.565430
	Iteration 23Q: 3 clusters Score -537185.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -537201.625000 Penalty: 2969.565430
	Iteration 24Q: 3 clusters Score -537201.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -537213.875000 Penalty: 2969.565430
	Iteration 25Q: 3 clusters Score -537213.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -537229.312500 Penalty: 2969.565430
	Iteration 26Q: 3 clusters Score -537229.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -537244.937500 Penalty: 2969.565430
	Iteration 27Q: 3 clusters Score -537244.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -537263.375000 Penalty: 2969.565430
	Iteration 28Q: 3 clusters Score -537263.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -537285.500000 Penalty: 2969.565430
	Iteration 29Q: 3 clusters Score -537285.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -537303.437500 Penalty: 2969.565430
	Iteration 30Q: 3 clusters Score -537303.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -537320.250000 Penalty: 2969.565430
	Iteration 31Q: 3 clusters Score -537320.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -537334.500000 Penalty: 2969.565430
	Iteration 32Q: 3 clusters Score -537334.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -537349.187500 Penalty: 2969.565430
	Iteration 33Q: 3 clusters Score -537349.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -537366.125000 Penalty: 2969.565430
	Iteration 34Q: 3 clusters Score -537366.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -537383.125000 Penalty: 2969.565430
	Iteration 35Q: 3 clusters Score -537383.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -537402.187500 Penalty: 2969.565430
	Iteration 36Q: 3 clusters Score -537402.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -537419.437500 Penalty: 2969.565430
	Iteration 37Q: 3 clusters Score -537419.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -537432.375000 Penalty: 2969.565430
	Iteration 38Q: 3 clusters Score -537432.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -537443.875000 Penalty: 2969.565430
	Iteration 39Q: 3 clusters Score -537443.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -537454.875000 Penalty: 2969.565430
	Iteration 40F: 3 clusters Score -537454.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -537460.875000 Penalty: 2969.565430
	Iteration 41Q: 3 clusters Score -537460.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -537466.500000 Penalty: 2969.565430
	Iteration 42Q: 3 clusters Score -537466.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -537471.625000 Penalty: 2969.565430
	Iteration 43Q: 3 clusters Score -537471.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -537479.312500 Penalty: 2969.565430
	Iteration 44Q: 3 clusters Score -537479.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -537483.562500 Penalty: 2969.565430
	Iteration 45Q: 3 clusters Score -537483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -537489.250000 Penalty: 2969.565430
	Iteration 46Q: 3 clusters Score -537489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -537491.812500 Penalty: 2969.565430
	Iteration 47Q: 3 clusters Score -537491.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -537497.125000 Penalty: 2969.565430
	Iteration 48Q: 3 clusters Score -537497.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -537502.250000 Penalty: 2969.565430
	Iteration 49Q: 3 clusters Score -537502.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -537507.562500 Penalty: 2969.565430
	Iteration 50Q: 3 clusters Score -537507.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -537512.250000 Penalty: 2969.565430
	Iteration 51Q: 3 clusters Score -537512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -537514.875000 Penalty: 2969.565430
	Iteration 52Q: 3 clusters Score -537514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -537520.750000 Penalty: 2969.565430
	Iteration 53Q: 3 clusters Score -537520.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -537526.187500 Penalty: 2969.565430
	Iteration 54Q: 3 clusters Score -537526.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -537536.687500 Penalty: 2969.565430
	Iteration 55Q: 3 clusters Score -537536.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -537546.000000 Penalty: 2969.565430
	Iteration 56Q: 3 clusters Score -537546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -537554.562500 Penalty: 2969.565430
	Iteration 57Q: 3 clusters Score -537554.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -537560.687500 Penalty: 2969.565430
	Iteration 58Q: 3 clusters Score -537560.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -537568.187500 Penalty: 2969.565430
	Iteration 59Q: 3 clusters Score -537568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -537574.500000 Penalty: 2969.565430
	Iteration 60F: 3 clusters Score -537574.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -537579.250000 Penalty: 2969.565430
	Iteration 61Q: 3 clusters Score -537579.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -537582.500000 Penalty: 2969.565430
	Iteration 62Q: 3 clusters Score -537582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -537588.812500 Penalty: 2969.565430
	Iteration 63Q: 3 clusters Score -537588.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -537593.375000 Penalty: 2969.565430
	Iteration 64Q: 3 clusters Score -537593.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -537599.687500 Penalty: 2969.565430
	Iteration 65Q: 3 clusters Score -537599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -537602.125000 Penalty: 2969.565430
	Iteration 66Q: 3 clusters Score -537602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -537604.750000 Penalty: 2969.565430
	Iteration 67Q: 3 clusters Score -537604.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -537606.187500 Penalty: 2969.565430
	Iteration 68Q: 3 clusters Score -537606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -537607.750000 Penalty: 2969.565430
	Iteration 69Q: 3 clusters Score -537607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -537609.312500 Penalty: 2969.565430
	Iteration 70Q: 3 clusters Score -537609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -537610.625000 Penalty: 2969.565430
	Iteration 71Q: 3 clusters Score -537610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -537611.312500 Penalty: 2969.565430
	Iteration 72Q: 3 clusters Score -537611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -537612.000000 Penalty: 2969.565430
	Iteration 73Q: 3 clusters Score -537612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -537612.250000 Penalty: 2969.565430
	Iteration 74Q: 3 clusters Score -537612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -537613.562500 Penalty: 2969.565430
	Iteration 75Q: 3 clusters Score -537613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -537613.562500 Penalty: 2969.565430
	Iteration 76F: 3 clusters Score -537613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -264536.937500 Penalty: 1368.110107
	Iteration 0F: 2 clusters Score -264536.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -260868.343750 Penalty: 2736.220215
	Iteration 0F: 3 clusters Score -260868.3 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -261898.765625 Penalty: 2736.220215
	Iteration 1F: 3 clusters Score -261898.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -262108.546875 Penalty: 2736.220215
	Iteration 2F: 3 clusters Score -262108.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -262253.593750 Penalty: 2736.220215
	Iteration 3F: 3 clusters Score -262253.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -262359.343750 Penalty: 2736.220215
	Iteration 4Q: 3 clusters Score -262359.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -262452.125000 Penalty: 2736.220215
	Iteration 5Q: 3 clusters Score -262452.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -262535.875000 Penalty: 2736.220215
	Iteration 6Q: 3 clusters Score -262535.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -262594.625000 Penalty: 2736.220215
	Iteration 7Q: 3 clusters Score -262594.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -262649.062500 Penalty: 2736.220215
	Iteration 8Q: 3 clusters Score -262649.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -262697.625000 Penalty: 2736.220215
	Iteration 9Q: 3 clusters Score -262697.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -262732.218750 Penalty: 2736.220215
	Iteration 10Q: 3 clusters Score -262732.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -262762.593750 Penalty: 2736.220215
	Iteration 11Q: 3 clusters Score -262762.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -262785.906250 Penalty: 2736.220215
	Iteration 12Q: 3 clusters Score -262785.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -262812.218750 Penalty: 2736.220215
	Iteration 13Q: 3 clusters Score -262812.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -262833.562500 Penalty: 2736.220215
	Iteration 14Q: 3 clusters Score -262833.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -262846.750000 Penalty: 2736.220215
	Iteration 15Q: 3 clusters Score -262846.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -262863.250000 Penalty: 2736.220215
	Iteration 16Q: 3 clusters Score -262863.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -262877.343750 Penalty: 2736.220215
	Iteration 17Q: 3 clusters Score -262877.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -262884.156250 Penalty: 2736.220215
	Iteration 18Q: 3 clusters Score -262884.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -262892.218750 Penalty: 2736.220215
	Iteration 19Q: 3 clusters Score -262892.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -262909.000000 Penalty: 2736.220215
	Iteration 20F: 3 clusters Score -262909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -262927.406250 Penalty: 2736.220215
	Iteration 21Q: 3 clusters Score -262927.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -262944.968750 Penalty: 2736.220215
	Iteration 22Q: 3 clusters Score -262945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -262958.843750 Penalty: 2736.220215
	Iteration 23Q: 3 clusters Score -262958.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -262971.687500 Penalty: 2736.220215
	Iteration 24Q: 3 clusters Score -262971.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -262984.437500 Penalty: 2736.220215
	Iteration 25Q: 3 clusters Score -262984.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -262999.968750 Penalty: 2736.220215
	Iteration 26Q: 3 clusters Score -263000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -263008.312500 Penalty: 2736.220215
	Iteration 27Q: 3 clusters Score -263008.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -263014.000000 Penalty: 2736.220215
	Iteration 28Q: 3 clusters Score -263014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -263021.156250 Penalty: 2736.220215
	Iteration 29Q: 3 clusters Score -263021.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -263029.468750 Penalty: 2736.220215
	Iteration 30Q: 3 clusters Score -263029.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -263034.906250 Penalty: 2736.220215
	Iteration 31Q: 3 clusters Score -263034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -263040.875000 Penalty: 2736.220215
	Iteration 32Q: 3 clusters Score -263040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -263046.125000 Penalty: 2736.220215
	Iteration 33Q: 3 clusters Score -263046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -263050.093750 Penalty: 2736.220215
	Iteration 34Q: 3 clusters Score -263050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -263053.250000 Penalty: 2736.220215
	Iteration 35Q: 3 clusters Score -263053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -263056.531250 Penalty: 2736.220215
	Iteration 36Q: 3 clusters Score -263056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -263057.812500 Penalty: 2736.220215
	Iteration 37Q: 3 clusters Score -263057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -263058.531250 Penalty: 2736.220215
	Iteration 38Q: 3 clusters Score -263058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -263062.031250 Penalty: 2736.220215
	Iteration 39Q: 3 clusters Score -263062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -263064.562500 Penalty: 2736.220215
	Iteration 40F: 3 clusters Score -263064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -263065.968750 Penalty: 2736.220215
	Iteration 41Q: 3 clusters Score -263066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -263067.750000 Penalty: 2736.220215
	Iteration 42Q: 3 clusters Score -263067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -263069.656250 Penalty: 2736.220215
	Iteration 43Q: 3 clusters Score -263069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -263069.718750 Penalty: 2736.220215
	Iteration 44Q: 3 clusters Score -263069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -263073.437500 Penalty: 2736.220215
	Iteration 45Q: 3 clusters Score -263073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -263076.718750 Penalty: 2736.220215
	Iteration 46Q: 3 clusters Score -263076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -263081.343750 Penalty: 2736.220215
	Iteration 47Q: 3 clusters Score -263081.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263088.218750 Penalty: 2736.220215
	Iteration 48Q: 3 clusters Score -263088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -263091.593750 Penalty: 2736.220215
	Iteration 49Q: 3 clusters Score -263091.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -263094.375000 Penalty: 2736.220215
	Iteration 50Q: 3 clusters Score -263094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -263096.593750 Penalty: 2736.220215
	Iteration 51Q: 3 clusters Score -263096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -263099.718750 Penalty: 2736.220215
	Iteration 52Q: 3 clusters Score -263099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -263101.093750 Penalty: 2736.220215
	Iteration 53Q: 3 clusters Score -263101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -263102.375000 Penalty: 2736.220215
	Iteration 54Q: 3 clusters Score -263102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -263103.593750 Penalty: 2736.220215
	Iteration 55Q: 3 clusters Score -263103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -263104.250000 Penalty: 2736.220215
	Iteration 56Q: 3 clusters Score -263104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -263104.343750 Penalty: 2736.220215
	Iteration 57Q: 3 clusters Score -263104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -263104.406250 Penalty: 2736.220215
	Iteration 58Q: 3 clusters Score -263104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -263104.500000 Penalty: 2736.220215
	Iteration 59Q: 3 clusters Score -263104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -263104.500000 Penalty: 2736.220215
	Iteration 60F: 3 clusters Score -263104.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -48117.714844 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -48117.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46690.503906 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -46690.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46925.640625 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -46925.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46988.144531 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -46988.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47018.449219 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -47018.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47042.917969 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -47042.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47062.750000 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -47062.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47083.183594 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -47083.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47097.777344 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -47097.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47108.613281 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -47108.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47114.128906 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -47114.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47117.726562 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -47117.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47121.023438 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -47121.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47127.296875 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -47127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47128.542969 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -47128.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47129.640625 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -47129.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47130.160156 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -47130.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47130.160156 Penalty: 2236.792236
	Iteration 16F: 3 clusters Score -47130.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -427672.031250 Penalty: 1445.361694
	Iteration 0F: 2 clusters Score -427672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -422218.750000 Penalty: 2890.723389
	Iteration 0F: 3 clusters Score -422218.8 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -424003.093750 Penalty: 2890.723389
	Iteration 1F: 3 clusters Score -424003.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -424256.750000 Penalty: 2890.723389
	Iteration 2F: 3 clusters Score -424256.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -424457.125000 Penalty: 2890.723389
	Iteration 3F: 3 clusters Score -424457.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -424623.531250 Penalty: 2890.723389
	Iteration 4Q: 3 clusters Score -424623.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -424782.218750 Penalty: 2890.723389
	Iteration 5Q: 3 clusters Score -424782.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -424961.781250 Penalty: 2890.723389
	Iteration 6Q: 3 clusters Score -424961.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -425185.937500 Penalty: 2890.723389
	Iteration 7Q: 3 clusters Score -425185.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -425404.218750 Penalty: 2890.723389
	Iteration 8Q: 3 clusters Score -425404.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -425615.937500 Penalty: 2890.723389
	Iteration 9Q: 3 clusters Score -425615.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -425823.375000 Penalty: 2890.723389
	Iteration 10Q: 3 clusters Score -425823.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -426039.843750 Penalty: 2890.723389
	Iteration 11Q: 3 clusters Score -426039.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -426215.125000 Penalty: 2890.723389
	Iteration 12Q: 3 clusters Score -426215.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -426330.625000 Penalty: 2890.723389
	Iteration 13Q: 3 clusters Score -426330.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -426416.250000 Penalty: 2890.723389
	Iteration 14Q: 3 clusters Score -426416.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -426491.093750 Penalty: 2890.723389
	Iteration 15Q: 3 clusters Score -426491.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -426551.187500 Penalty: 2890.723389
	Iteration 16Q: 3 clusters Score -426551.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -426590.250000 Penalty: 2890.723389
	Iteration 17Q: 3 clusters Score -426590.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -426614.031250 Penalty: 2890.723389
	Iteration 18Q: 3 clusters Score -426614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -426629.250000 Penalty: 2890.723389
	Iteration 19Q: 3 clusters Score -426629.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -426640.312500 Penalty: 2890.723389
	Iteration 20F: 3 clusters Score -426640.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -426649.031250 Penalty: 2890.723389
	Iteration 21Q: 3 clusters Score -426649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -426654.750000 Penalty: 2890.723389
	Iteration 22Q: 3 clusters Score -426654.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -426659.062500 Penalty: 2890.723389
	Iteration 23Q: 3 clusters Score -426659.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -426663.468750 Penalty: 2890.723389
	Iteration 24Q: 3 clusters Score -426663.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -426665.375000 Penalty: 2890.723389
	Iteration 25Q: 3 clusters Score -426665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -426668.687500 Penalty: 2890.723389
	Iteration 26Q: 3 clusters Score -426668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -426670.406250 Penalty: 2890.723389
	Iteration 27Q: 3 clusters Score -426670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -426672.250000 Penalty: 2890.723389
	Iteration 28Q: 3 clusters Score -426672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -426674.875000 Penalty: 2890.723389
	Iteration 29Q: 3 clusters Score -426674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -426676.906250 Penalty: 2890.723389
	Iteration 30Q: 3 clusters Score -426676.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -426681.843750 Penalty: 2890.723389
	Iteration 31Q: 3 clusters Score -426681.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -426686.843750 Penalty: 2890.723389
	Iteration 32Q: 3 clusters Score -426686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -426691.125000 Penalty: 2890.723389
	Iteration 33Q: 3 clusters Score -426691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -426693.250000 Penalty: 2890.723389
	Iteration 34Q: 3 clusters Score -426693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -426696.843750 Penalty: 2890.723389
	Iteration 35Q: 3 clusters Score -426696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -426697.906250 Penalty: 2890.723389
	Iteration 36Q: 3 clusters Score -426697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -426700.156250 Penalty: 2890.723389
	Iteration 37Q: 3 clusters Score -426700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -426701.093750 Penalty: 2890.723389
	Iteration 38Q: 3 clusters Score -426701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -426702.812500 Penalty: 2890.723389
	Iteration 39Q: 3 clusters Score -426702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -426704.000000 Penalty: 2890.723389
	Iteration 40F: 3 clusters Score -426704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -426704.718750 Penalty: 2890.723389
	Iteration 41Q: 3 clusters Score -426704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -426704.906250 Penalty: 2890.723389
	Iteration 42Q: 3 clusters Score -426704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -426706.156250 Penalty: 2890.723389
	Iteration 43Q: 3 clusters Score -426706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -426707.343750 Penalty: 2890.723389
	Iteration 44Q: 3 clusters Score -426707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -426707.781250 Penalty: 2890.723389
	Iteration 45Q: 3 clusters Score -426707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -426707.781250 Penalty: 2890.723389
	Iteration 46F: 3 clusters Score -426707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -121148.789062 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -121148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -118866.000000 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -118866 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -119363.640625 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -119363.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -119508.414062 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -119508.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -119585.710938 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -119585.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -119643.367188 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -119643.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -119688.273438 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -119688.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -119718.453125 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -119718.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -119742.820312 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -119742.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119767.296875 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -119767.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -119788.117188 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -119788.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -119808.929688 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -119808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -119822.765625 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -119822.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -119833.226562 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -119833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -119847.015625 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -119847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -119856.906250 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -119856.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -119865.515625 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -119865.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -119879.210938 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -119879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -119888.281250 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -119888.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -119894.625000 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -119894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -119905.789062 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -119905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -119913.765625 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -119913.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -119919.390625 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -119919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -119925.468750 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -119925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -119929.210938 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -119929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -119931.773438 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -119931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -119936.273438 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -119936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -119941.335938 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -119941.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -119949.062500 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -119949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -119959.656250 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -119959.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -119964.984375 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -119965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -119971.429688 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -119971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -119975.054688 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -119975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119981.632812 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -119981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -119989.617188 Penalty: 2512.877441
	Iteration 33Q: 3 clusters Score -119989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119994.421875 Penalty: 2512.877441
	Iteration 34Q: 3 clusters Score -119994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -119996.031250 Penalty: 2512.877441
	Iteration 35Q: 3 clusters Score -119996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -119997.070312 Penalty: 2512.877441
	Iteration 36Q: 3 clusters Score -119997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -119997.539062 Penalty: 2512.877441
	Iteration 37Q: 3 clusters Score -119997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -119998.726562 Penalty: 2512.877441
	Iteration 38Q: 3 clusters Score -119998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -120000.546875 Penalty: 2512.877441
	Iteration 39Q: 3 clusters Score -120000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -120001.031250 Penalty: 2512.877441
	Iteration 40F: 3 clusters Score -120001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -120002.679688 Penalty: 2512.877441
	Iteration 41Q: 3 clusters Score -120002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -120005.804688 Penalty: 2512.877441
	Iteration 42Q: 3 clusters Score -120005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -120008.859375 Penalty: 2512.877441
	Iteration 43Q: 3 clusters Score -120008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -120011.468750 Penalty: 2512.877441
	Iteration 44Q: 3 clusters Score -120011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -120013.039062 Penalty: 2512.877441
	Iteration 45Q: 3 clusters Score -120013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -120015.929688 Penalty: 2512.877441
	Iteration 46Q: 3 clusters Score -120015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -120016.625000 Penalty: 2512.877441
	Iteration 47Q: 3 clusters Score -120016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -120016.625000 Penalty: 2512.877441
	Iteration 48F: 3 clusters Score -120016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -344518.875000 Penalty: 1410.912476
	Iteration 0F: 2 clusters Score -344518.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -339966.281250 Penalty: 2821.824951
	Iteration 0F: 3 clusters Score -339966.3 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -341454.031250 Penalty: 2821.824951
	Iteration 1F: 3 clusters Score -341454 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -341791.125000 Penalty: 2821.824951
	Iteration 2F: 3 clusters Score -341791.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -342064.687500 Penalty: 2821.824951
	Iteration 3F: 3 clusters Score -342064.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -342305.218750 Penalty: 2821.824951
	Iteration 4F: 3 clusters Score -342305.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -342509.375000 Penalty: 2821.824951
	Iteration 5F: 3 clusters Score -342509.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -342703.406250 Penalty: 2821.824951
	Iteration 6Q: 3 clusters Score -342703.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -342889.750000 Penalty: 2821.824951
	Iteration 7Q: 3 clusters Score -342889.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -343075.687500 Penalty: 2821.824951
	Iteration 8Q: 3 clusters Score -343075.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -343216.437500 Penalty: 2821.824951
	Iteration 9Q: 3 clusters Score -343216.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -343327.031250 Penalty: 2821.824951
	Iteration 10Q: 3 clusters Score -343327 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -343417.968750 Penalty: 2821.824951
	Iteration 11Q: 3 clusters Score -343418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -343491.531250 Penalty: 2821.824951
	Iteration 12Q: 3 clusters Score -343491.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -343551.812500 Penalty: 2821.824951
	Iteration 13Q: 3 clusters Score -343551.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -343597.843750 Penalty: 2821.824951
	Iteration 14Q: 3 clusters Score -343597.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -343638.531250 Penalty: 2821.824951
	Iteration 15Q: 3 clusters Score -343638.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -343671.625000 Penalty: 2821.824951
	Iteration 16Q: 3 clusters Score -343671.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -343693.062500 Penalty: 2821.824951
	Iteration 17Q: 3 clusters Score -343693.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -343705.187500 Penalty: 2821.824951
	Iteration 18Q: 3 clusters Score -343705.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -343716.437500 Penalty: 2821.824951
	Iteration 19Q: 3 clusters Score -343716.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -343728.937500 Penalty: 2821.824951
	Iteration 20F: 3 clusters Score -343728.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -343743.718750 Penalty: 2821.824951
	Iteration 21Q: 3 clusters Score -343743.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -343759.093750 Penalty: 2821.824951
	Iteration 22Q: 3 clusters Score -343759.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -343769.031250 Penalty: 2821.824951
	Iteration 23Q: 3 clusters Score -343769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -343780.906250 Penalty: 2821.824951
	Iteration 24Q: 3 clusters Score -343780.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -343790.718750 Penalty: 2821.824951
	Iteration 25Q: 3 clusters Score -343790.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -343796.875000 Penalty: 2821.824951
	Iteration 26Q: 3 clusters Score -343796.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343803.218750 Penalty: 2821.824951
	Iteration 27Q: 3 clusters Score -343803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -343808.531250 Penalty: 2821.824951
	Iteration 28Q: 3 clusters Score -343808.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -343812.875000 Penalty: 2821.824951
	Iteration 29Q: 3 clusters Score -343812.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -343818.062500 Penalty: 2821.824951
	Iteration 30Q: 3 clusters Score -343818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -343821.656250 Penalty: 2821.824951
	Iteration 31Q: 3 clusters Score -343821.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -343826.593750 Penalty: 2821.824951
	Iteration 32Q: 3 clusters Score -343826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -343830.468750 Penalty: 2821.824951
	Iteration 33Q: 3 clusters Score -343830.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -343834.375000 Penalty: 2821.824951
	Iteration 34Q: 3 clusters Score -343834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -343838.468750 Penalty: 2821.824951
	Iteration 35Q: 3 clusters Score -343838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -343840.937500 Penalty: 2821.824951
	Iteration 36Q: 3 clusters Score -343840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -343843.937500 Penalty: 2821.824951
	Iteration 37Q: 3 clusters Score -343843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -343846.843750 Penalty: 2821.824951
	Iteration 38Q: 3 clusters Score -343846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343849.875000 Penalty: 2821.824951
	Iteration 39Q: 3 clusters Score -343849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -343853.312500 Penalty: 2821.824951
	Iteration 40F: 3 clusters Score -343853.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -343855.937500 Penalty: 2821.824951
	Iteration 41Q: 3 clusters Score -343855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -343859.125000 Penalty: 2821.824951
	Iteration 42Q: 3 clusters Score -343859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -343861.656250 Penalty: 2821.824951
	Iteration 43Q: 3 clusters Score -343861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -343863.500000 Penalty: 2821.824951
	Iteration 44Q: 3 clusters Score -343863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -343865.562500 Penalty: 2821.824951
	Iteration 45Q: 3 clusters Score -343865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -343868.250000 Penalty: 2821.824951
	Iteration 46Q: 3 clusters Score -343868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -343870.468750 Penalty: 2821.824951
	Iteration 47Q: 3 clusters Score -343870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -343874.375000 Penalty: 2821.824951
	Iteration 48Q: 3 clusters Score -343874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -343877.312500 Penalty: 2821.824951
	Iteration 49Q: 3 clusters Score -343877.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -343882.062500 Penalty: 2821.824951
	Iteration 50Q: 3 clusters Score -343882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -343885.406250 Penalty: 2821.824951
	Iteration 51Q: 3 clusters Score -343885.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -343885.750000 Penalty: 2821.824951
	Iteration 52Q: 3 clusters Score -343885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -343889.093750 Penalty: 2821.824951
	Iteration 53Q: 3 clusters Score -343889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -343891.468750 Penalty: 2821.824951
	Iteration 54Q: 3 clusters Score -343891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -343894.281250 Penalty: 2821.824951
	Iteration 55Q: 3 clusters Score -343894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -343896.687500 Penalty: 2821.824951
	Iteration 56Q: 3 clusters Score -343896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -343899.437500 Penalty: 2821.824951
	Iteration 57Q: 3 clusters Score -343899.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -343902.531250 Penalty: 2821.824951
	Iteration 58Q: 3 clusters Score -343902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -343905.625000 Penalty: 2821.824951
	Iteration 59Q: 3 clusters Score -343905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -343908.843750 Penalty: 2821.824951
	Iteration 60F: 3 clusters Score -343908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -343912.593750 Penalty: 2821.824951
	Iteration 61Q: 3 clusters Score -343912.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -343915.500000 Penalty: 2821.824951
	Iteration 62Q: 3 clusters Score -343915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -343916.625000 Penalty: 2821.824951
	Iteration 63Q: 3 clusters Score -343916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -343918.656250 Penalty: 2821.824951
	Iteration 64Q: 3 clusters Score -343918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -343921.406250 Penalty: 2821.824951
	Iteration 65Q: 3 clusters Score -343921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -343921.562500 Penalty: 2821.824951
	Iteration 66Q: 3 clusters Score -343921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -343922.093750 Penalty: 2821.824951
	Iteration 67Q: 3 clusters Score -343922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -343922.500000 Penalty: 2821.824951
	Iteration 68Q: 3 clusters Score -343922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -343922.906250 Penalty: 2821.824951
	Iteration 69Q: 3 clusters Score -343922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -343923.781250 Penalty: 2821.824951
	Iteration 70Q: 3 clusters Score -343923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -343923.781250 Penalty: 2821.824951
	Iteration 71F: 3 clusters Score -343923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -193883.765625 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -193883.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -190992.781250 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -190992.8 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -191672.406250 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -191672.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -191827.000000 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -191827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -191920.531250 Penalty: 2622.332764
	Iteration 3F: 3 clusters Score -191920.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -191970.109375 Penalty: 2622.332764
	Iteration 4Q: 3 clusters Score -191970.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -192008.312500 Penalty: 2622.332764
	Iteration 5Q: 3 clusters Score -192008.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -192040.765625 Penalty: 2622.332764
	Iteration 6Q: 3 clusters Score -192040.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -192072.359375 Penalty: 2622.332764
	Iteration 7Q: 3 clusters Score -192072.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -192104.968750 Penalty: 2622.332764
	Iteration 8Q: 3 clusters Score -192105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -192128.750000 Penalty: 2622.332764
	Iteration 9Q: 3 clusters Score -192128.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192149.078125 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -192149.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -192172.531250 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -192172.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192198.218750 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -192198.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -192227.375000 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -192227.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192255.375000 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -192255.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192292.796875 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -192292.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -192327.937500 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -192327.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192373.625000 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -192373.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -192413.015625 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -192413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -192446.890625 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -192446.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -192476.093750 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -192476.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -192510.406250 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -192510.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -192545.031250 Penalty: 2622.332764
	Iteration 22Q: 3 clusters Score -192545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -192582.187500 Penalty: 2622.332764
	Iteration 23Q: 3 clusters Score -192582.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -192613.515625 Penalty: 2622.332764
	Iteration 24Q: 3 clusters Score -192613.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -192638.968750 Penalty: 2622.332764
	Iteration 25Q: 3 clusters Score -192639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -192661.625000 Penalty: 2622.332764
	Iteration 26Q: 3 clusters Score -192661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -192676.328125 Penalty: 2622.332764
	Iteration 27Q: 3 clusters Score -192676.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -192697.000000 Penalty: 2622.332764
	Iteration 28Q: 3 clusters Score -192697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -192711.984375 Penalty: 2622.332764
	Iteration 29Q: 3 clusters Score -192712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -192721.890625 Penalty: 2622.332764
	Iteration 30Q: 3 clusters Score -192721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -192730.828125 Penalty: 2622.332764
	Iteration 31Q: 3 clusters Score -192730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -192738.765625 Penalty: 2622.332764
	Iteration 32Q: 3 clusters Score -192738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -192743.203125 Penalty: 2622.332764
	Iteration 33Q: 3 clusters Score -192743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -192746.546875 Penalty: 2622.332764
	Iteration 34Q: 3 clusters Score -192746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -192752.453125 Penalty: 2622.332764
	Iteration 35Q: 3 clusters Score -192752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -192753.656250 Penalty: 2622.332764
	Iteration 36Q: 3 clusters Score -192753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -192753.656250 Penalty: 2622.332764
	Iteration 37F: 3 clusters Score -192753.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -208030.093750 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -208030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -204986.875000 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -204986.9 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -205709.750000 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -205709.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -205863.921875 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -205863.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -205954.500000 Penalty: 2653.558350
	Iteration 3F: 3 clusters Score -205954.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -206015.343750 Penalty: 2653.558350
	Iteration 4Q: 3 clusters Score -206015.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -206072.718750 Penalty: 2653.558350
	Iteration 5Q: 3 clusters Score -206072.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -206114.921875 Penalty: 2653.558350
	Iteration 6Q: 3 clusters Score -206114.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -206161.109375 Penalty: 2653.558350
	Iteration 7Q: 3 clusters Score -206161.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206218.531250 Penalty: 2653.558350
	Iteration 8Q: 3 clusters Score -206218.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206281.109375 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -206281.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -206341.343750 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -206341.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -206398.156250 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -206398.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -206457.890625 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -206457.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -206508.546875 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -206508.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206548.328125 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -206548.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -206581.671875 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -206581.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206619.609375 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -206619.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -206657.312500 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -206657.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -206689.593750 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -206689.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -206714.437500 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -206714.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206732.828125 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -206732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -206743.265625 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -206743.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206758.671875 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -206758.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -206778.921875 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -206778.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -206793.265625 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -206793.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -206807.734375 Penalty: 2653.558350
	Iteration 25Q: 3 clusters Score -206807.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -206822.546875 Penalty: 2653.558350
	Iteration 26Q: 3 clusters Score -206822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -206835.421875 Penalty: 2653.558350
	Iteration 27Q: 3 clusters Score -206835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206846.109375 Penalty: 2653.558350
	Iteration 28Q: 3 clusters Score -206846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -206855.453125 Penalty: 2653.558350
	Iteration 29Q: 3 clusters Score -206855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -206865.750000 Penalty: 2653.558350
	Iteration 30Q: 3 clusters Score -206865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -206879.015625 Penalty: 2653.558350
	Iteration 31Q: 3 clusters Score -206879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -206891.859375 Penalty: 2653.558350
	Iteration 32Q: 3 clusters Score -206891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -206900.906250 Penalty: 2653.558350
	Iteration 33Q: 3 clusters Score -206900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -206908.421875 Penalty: 2653.558350
	Iteration 34Q: 3 clusters Score -206908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -206914.843750 Penalty: 2653.558350
	Iteration 35Q: 3 clusters Score -206914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206924.421875 Penalty: 2653.558350
	Iteration 36Q: 3 clusters Score -206924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -206927.859375 Penalty: 2653.558350
	Iteration 37Q: 3 clusters Score -206927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -206929.531250 Penalty: 2653.558350
	Iteration 38Q: 3 clusters Score -206929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206930.718750 Penalty: 2653.558350
	Iteration 39Q: 3 clusters Score -206930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -206930.953125 Penalty: 2653.558350
	Iteration 40F: 3 clusters Score -206931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Entering Unmasked Estep 
Score: -555280.250000 Penalty: 1483.642212
	Iteration 0F: 2 clusters Score -555280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -548681.000000 Penalty: 2967.284424
	Iteration 0F: 3 clusters Score -548681 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -550619.812500 Penalty: 2967.284424
	Iteration 1F: 3 clusters Score -550619.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -550849.062500 Penalty: 2967.284424
	Iteration 2F: 3 clusters Score -550849.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -551020.437500 Penalty: 2967.284424
	Iteration 3Q: 3 clusters Score -551020.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -551168.000000 Penalty: 2967.284424
	Iteration 4Q: 3 clusters Score -551168 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -551294.375000 Penalty: 2967.284424
	Iteration 5Q: 3 clusters Score -551294.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -551411.062500 Penalty: 2967.284424
	Iteration 6Q: 3 clusters Score -551411.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -551522.375000 Penalty: 2967.284424
	Iteration 7Q: 3 clusters Score -551522.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -551610.500000 Penalty: 2967.284424
	Iteration 8Q: 3 clusters Score -551610.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -551690.687500 Penalty: 2967.284424
	Iteration 9Q: 3 clusters Score -551690.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -551764.562500 Penalty: 2967.284424
	Iteration 10Q: 3 clusters Score -551764.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -551825.500000 Penalty: 2967.284424
	Iteration 11Q: 3 clusters Score -551825.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -551877.500000 Penalty: 2967.284424
	Iteration 12Q: 3 clusters Score -551877.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -551932.625000 Penalty: 2967.284424
	Iteration 13Q: 3 clusters Score -551932.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -551998.000000 Penalty: 2967.284424
	Iteration 14Q: 3 clusters Score -551998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -552063.125000 Penalty: 2967.284424
	Iteration 15Q: 3 clusters Score -552063.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -552124.687500 Penalty: 2967.284424
	Iteration 16Q: 3 clusters Score -552124.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -552187.562500 Penalty: 2967.284424
	Iteration 17Q: 3 clusters Score -552187.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -552241.125000 Penalty: 2967.284424
	Iteration 18Q: 3 clusters Score -552241.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -552302.625000 Penalty: 2967.284424
	Iteration 19Q: 3 clusters Score -552302.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -552364.812500 Penalty: 2967.284424
	Iteration 20F: 3 clusters Score -552364.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -552427.250000 Penalty: 2967.284424
	Iteration 21Q: 3 clusters Score -552427.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -552510.562500 Penalty: 2967.284424
	Iteration 22Q: 3 clusters Score -552510.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -552614.750000 Penalty: 2967.284424
	Iteration 23Q: 3 clusters Score -552614.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -552746.500000 Penalty: 2967.284424
	Iteration 24Q: 3 clusters Score -552746.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -552874.125000 Penalty: 2967.284424
	Iteration 25Q: 3 clusters Score -552874.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -552993.250000 Penalty: 2967.284424
	Iteration 26Q: 3 clusters Score -552993.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -553108.875000 Penalty: 2967.284424
	Iteration 27Q: 3 clusters Score -553108.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -553208.375000 Penalty: 2967.284424
	Iteration 28Q: 3 clusters Score -553208.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -553294.937500 Penalty: 2967.284424
	Iteration 29Q: 3 clusters Score -553294.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -553361.437500 Penalty: 2967.284424
	Iteration 30Q: 3 clusters Score -553361.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -553430.500000 Penalty: 2967.284424
	Iteration 31Q: 3 clusters Score -553430.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -553496.812500 Penalty: 2967.284424
	Iteration 32Q: 3 clusters Score -553496.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -553537.437500 Penalty: 2967.284424
	Iteration 33Q: 3 clusters Score -553537.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -553570.250000 Penalty: 2967.284424
	Iteration 34Q: 3 clusters Score -553570.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -553602.500000 Penalty: 2967.284424
	Iteration 35Q: 3 clusters Score -553602.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -553637.812500 Penalty: 2967.284424
	Iteration 36Q: 3 clusters Score -553637.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -553670.562500 Penalty: 2967.284424
	Iteration 37Q: 3 clusters Score -553670.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -553704.437500 Penalty: 2967.284424
	Iteration 38Q: 3 clusters Score -553704.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -553732.937500 Penalty: 2967.284424
	Iteration 39Q: 3 clusters Score -553732.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -553764.875000 Penalty: 2967.284424
	Iteration 40F: 3 clusters Score -553764.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -553787.250000 Penalty: 2967.284424
	Iteration 41Q: 3 clusters Score -553787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -553815.375000 Penalty: 2967.284424
	Iteration 42Q: 3 clusters Score -553815.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -553833.625000 Penalty: 2967.284424
	Iteration 43Q: 3 clusters Score -553833.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -553847.375000 Penalty: 2967.284424
	Iteration 44Q: 3 clusters Score -553847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -553861.000000 Penalty: 2967.284424
	Iteration 45Q: 3 clusters Score -553861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -553873.062500 Penalty: 2967.284424
	Iteration 46Q: 3 clusters Score -553873.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -553885.750000 Penalty: 2967.284424
	Iteration 47Q: 3 clusters Score -553885.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -553896.312500 Penalty: 2967.284424
	Iteration 48Q: 3 clusters Score -553896.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -553912.625000 Penalty: 2967.284424
	Iteration 49Q: 3 clusters Score -553912.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -553932.687500 Penalty: 2967.284424
	Iteration 50Q: 3 clusters Score -553932.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -553944.875000 Penalty: 2967.284424
	Iteration 51Q: 3 clusters Score -553944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -553953.812500 Penalty: 2967.284424
	Iteration 52Q: 3 clusters Score -553953.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -553958.000000 Penalty: 2967.284424
	Iteration 53Q: 3 clusters Score -553958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -553959.375000 Penalty: 2967.284424
	Iteration 54Q: 3 clusters Score -553959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -553960.062500 Penalty: 2967.284424
	Iteration 55Q: 3 clusters Score -553960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -553964.250000 Penalty: 2967.284424
	Iteration 56Q: 3 clusters Score -553964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -553968.625000 Penalty: 2967.284424
	Iteration 57Q: 3 clusters Score -553968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -553971.187500 Penalty: 2967.284424
	Iteration 58Q: 3 clusters Score -553971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -553972.250000 Penalty: 2967.284424
	Iteration 59Q: 3 clusters Score -553972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -553972.187500 Penalty: 2967.284424
	Iteration 60F: 3 clusters Score -553972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -553975.312500 Penalty: 2967.284424
	Iteration 61Q: 3 clusters Score -553975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -553978.000000 Penalty: 2967.284424
	Iteration 62Q: 3 clusters Score -553978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -553981.937500 Penalty: 2967.284424
	Iteration 63Q: 3 clusters Score -553981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -553986.000000 Penalty: 2967.284424
	Iteration 64Q: 3 clusters Score -553986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -553991.500000 Penalty: 2967.284424
	Iteration 65Q: 3 clusters Score -553991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -553994.937500 Penalty: 2967.284424
	Iteration 66Q: 3 clusters Score -553994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -553998.500000 Penalty: 2967.284424
	Iteration 67Q: 3 clusters Score -553998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -554002.062500 Penalty: 2967.284424
	Iteration 68Q: 3 clusters Score -554002.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -554006.750000 Penalty: 2967.284424
	Iteration 69Q: 3 clusters Score -554006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -554009.625000 Penalty: 2967.284424
	Iteration 70Q: 3 clusters Score -554009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -554011.937500 Penalty: 2967.284424
	Iteration 71Q: 3 clusters Score -554011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -554013.812500 Penalty: 2967.284424
	Iteration 72Q: 3 clusters Score -554013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -554014.250000 Penalty: 2967.284424
	Iteration 73Q: 3 clusters Score -554014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -554018.812500 Penalty: 2967.284424
	Iteration 74Q: 3 clusters Score -554018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -554022.250000 Penalty: 2967.284424
	Iteration 75Q: 3 clusters Score -554022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -554024.250000 Penalty: 2967.284424
	Iteration 76Q: 3 clusters Score -554024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -554027.625000 Penalty: 2967.284424
	Iteration 77Q: 3 clusters Score -554027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -554029.937500 Penalty: 2967.284424
	Iteration 78Q: 3 clusters Score -554029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -554031.375000 Penalty: 2967.284424
	Iteration 79Q: 3 clusters Score -554031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -554033.875000 Penalty: 2967.284424
	Iteration 80F: 3 clusters Score -554033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -554034.062500 Penalty: 2967.284424
	Iteration 81Q: 3 clusters Score -554034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -554034.562500 Penalty: 2967.284424
	Iteration 82Q: 3 clusters Score -554034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -554036.375000 Penalty: 2967.284424
	Iteration 83Q: 3 clusters Score -554036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -554037.312500 Penalty: 2967.284424
	Iteration 84Q: 3 clusters Score -554037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -554037.312500 Penalty: 2967.284424
	Iteration 85F: 3 clusters Score -554037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -459781.000000 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -459781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -453620.843750 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -453620.8 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -455568.437500 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -455568.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -455822.343750 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -455822.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -456058.875000 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -456058.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -456246.312500 Penalty: 2937.545898
	Iteration 4Q: 3 clusters Score -456246.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -456407.343750 Penalty: 2937.545898
	Iteration 5Q: 3 clusters Score -456407.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -456538.218750 Penalty: 2937.545898
	Iteration 6Q: 3 clusters Score -456538.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -456656.187500 Penalty: 2937.545898
	Iteration 7Q: 3 clusters Score -456656.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -456767.968750 Penalty: 2937.545898
	Iteration 8Q: 3 clusters Score -456768 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -456864.843750 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -456864.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -456946.687500 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -456946.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -457021.937500 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -457021.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -457089.750000 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -457089.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -457155.031250 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -457155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -457196.468750 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -457196.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -457241.406250 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -457241.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -457276.593750 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -457276.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -457299.250000 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -457299.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -457320.093750 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -457320.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -457335.968750 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -457336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -457348.000000 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -457348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -457353.625000 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -457353.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -457357.718750 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -457357.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -457363.093750 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -457363.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -457367.250000 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -457367.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -457371.062500 Penalty: 2937.545898
	Iteration 25Q: 3 clusters Score -457371.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -457373.718750 Penalty: 2937.545898
	Iteration 26Q: 3 clusters Score -457373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -457375.218750 Penalty: 2937.545898
	Iteration 27Q: 3 clusters Score -457375.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -457377.781250 Penalty: 2937.545898
	Iteration 28Q: 3 clusters Score -457377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -457379.343750 Penalty: 2937.545898
	Iteration 29Q: 3 clusters Score -457379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -457378.718750 Penalty: 2937.545898
	Iteration 30Q: 3 clusters Score -457378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -457379.093750 Penalty: 2937.545898
	Iteration 31Q: 3 clusters Score -457379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -457381.000000 Penalty: 2937.545898
	Iteration 32Q: 3 clusters Score -457381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -457383.031250 Penalty: 2937.545898
	Iteration 33Q: 3 clusters Score -457383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -457383.187500 Penalty: 2937.545898
	Iteration 34Q: 3 clusters Score -457383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -457385.843750 Penalty: 2937.545898
	Iteration 35Q: 3 clusters Score -457385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -457387.031250 Penalty: 2937.545898
	Iteration 36Q: 3 clusters Score -457387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -457391.437500 Penalty: 2937.545898
	Iteration 37Q: 3 clusters Score -457391.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -457393.406250 Penalty: 2937.545898
	Iteration 38Q: 3 clusters Score -457393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -457394.375000 Penalty: 2937.545898
	Iteration 39Q: 3 clusters Score -457394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -457397.718750 Penalty: 2937.545898
	Iteration 40F: 3 clusters Score -457397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -457398.625000 Penalty: 2937.545898
	Iteration 41Q: 3 clusters Score -457398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -457399.187500 Penalty: 2937.545898
	Iteration 42Q: 3 clusters Score -457399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -457400.687500 Penalty: 2937.545898
	Iteration 43Q: 3 clusters Score -457400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -457400.187500 Penalty: 2937.545898
	Iteration 44Q: 3 clusters Score -457400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -457401.218750 Penalty: 2937.545898
	Iteration 45Q: 3 clusters Score -457401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -457402.093750 Penalty: 2937.545898
	Iteration 46Q: 3 clusters Score -457402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -457403.156250 Penalty: 2937.545898
	Iteration 47Q: 3 clusters Score -457403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -457403.843750 Penalty: 2937.545898
	Iteration 48Q: 3 clusters Score -457403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -457405.093750 Penalty: 2937.545898
	Iteration 49Q: 3 clusters Score -457405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -457405.812500 Penalty: 2937.545898
	Iteration 50Q: 3 clusters Score -457405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -457406.125000 Penalty: 2937.545898
	Iteration 51Q: 3 clusters Score -457406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -457406.031250 Penalty: 2937.545898
	Iteration 52Q: 3 clusters Score -457406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -457406.437500 Penalty: 2937.545898
	Iteration 53Q: 3 clusters Score -457406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -457406.812500 Penalty: 2937.545898
	Iteration 54Q: 3 clusters Score -457406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -457406.500000 Penalty: 2937.545898
	Iteration 55Q: 3 clusters Score -457406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -457408.562500 Penalty: 2937.545898
	Iteration 56Q: 3 clusters Score -457408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -457408.312500 Penalty: 2937.545898
	Iteration 57Q: 3 clusters Score -457408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -457408.312500 Penalty: 2937.545898
	Iteration 58F: 3 clusters Score -457408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -224043.406250 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -224043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -220987.046875 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -220987 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -221797.468750 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -221797.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -221963.000000 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -221963 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -222075.421875 Penalty: 2659.059326
	Iteration 3F: 3 clusters Score -222075.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -222176.531250 Penalty: 2659.059326
	Iteration 4Q: 3 clusters Score -222176.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -222274.687500 Penalty: 2659.059326
	Iteration 5Q: 3 clusters Score -222274.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -222371.687500 Penalty: 2659.059326
	Iteration 6Q: 3 clusters Score -222371.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -222437.703125 Penalty: 2659.059326
	Iteration 7Q: 3 clusters Score -222437.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -222485.484375 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -222485.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -222520.453125 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -222520.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -222553.843750 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -222553.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -222576.078125 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -222576.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -222591.078125 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -222591.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -222614.281250 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -222614.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -222642.312500 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -222642.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -222670.562500 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -222670.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -222690.734375 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -222690.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -222711.250000 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -222711.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -222727.531250 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -222727.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -222738.281250 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -222738.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -222751.390625 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -222751.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -222763.640625 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -222763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -222772.171875 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -222772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -222777.015625 Penalty: 2659.059326
	Iteration 23Q: 3 clusters Score -222777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -222782.484375 Penalty: 2659.059326
	Iteration 24Q: 3 clusters Score -222782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -222785.484375 Penalty: 2659.059326
	Iteration 25Q: 3 clusters Score -222785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -222789.031250 Penalty: 2659.059326
	Iteration 26Q: 3 clusters Score -222789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -222793.156250 Penalty: 2659.059326
	Iteration 27Q: 3 clusters Score -222793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -222798.968750 Penalty: 2659.059326
	Iteration 28Q: 3 clusters Score -222799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -222803.015625 Penalty: 2659.059326
	Iteration 29Q: 3 clusters Score -222803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -222809.406250 Penalty: 2659.059326
	Iteration 30Q: 3 clusters Score -222809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -222813.968750 Penalty: 2659.059326
	Iteration 31Q: 3 clusters Score -222814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -222815.859375 Penalty: 2659.059326
	Iteration 32Q: 3 clusters Score -222815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -222817.171875 Penalty: 2659.059326
	Iteration 33Q: 3 clusters Score -222817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -222817.781250 Penalty: 2659.059326
	Iteration 34Q: 3 clusters Score -222817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -222818.109375 Penalty: 2659.059326
	Iteration 35Q: 3 clusters Score -222818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -222818.109375 Penalty: 2659.059326
	Iteration 36F: 3 clusters Score -222818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -265801.593750 Penalty: 1381.785767
	Iteration 0F: 2 clusters Score -265801.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -261816.031250 Penalty: 2763.571533
	Iteration 0F: 3 clusters Score -261816 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -262988.062500 Penalty: 2763.571533
	Iteration 1F: 3 clusters Score -262988.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -263330.593750 Penalty: 2763.571533
	Iteration 2F: 3 clusters Score -263330.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -263573.468750 Penalty: 2763.571533
	Iteration 3F: 3 clusters Score -263573.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -263733.281250 Penalty: 2763.571533
	Iteration 4F: 3 clusters Score -263733.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -263849.156250 Penalty: 2763.571533
	Iteration 5Q: 3 clusters Score -263849.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -263942.218750 Penalty: 2763.571533
	Iteration 6Q: 3 clusters Score -263942.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -264025.125000 Penalty: 2763.571533
	Iteration 7Q: 3 clusters Score -264025.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -264110.593750 Penalty: 2763.571533
	Iteration 8Q: 3 clusters Score -264110.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -264190.875000 Penalty: 2763.571533
	Iteration 9Q: 3 clusters Score -264190.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -264280.468750 Penalty: 2763.571533
	Iteration 10Q: 3 clusters Score -264280.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -264349.031250 Penalty: 2763.571533
	Iteration 11Q: 3 clusters Score -264349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -264408.812500 Penalty: 2763.571533
	Iteration 12Q: 3 clusters Score -264408.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -264472.593750 Penalty: 2763.571533
	Iteration 13Q: 3 clusters Score -264472.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -264550.843750 Penalty: 2763.571533
	Iteration 14Q: 3 clusters Score -264550.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -264625.968750 Penalty: 2763.571533
	Iteration 15Q: 3 clusters Score -264626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -264668.843750 Penalty: 2763.571533
	Iteration 16Q: 3 clusters Score -264668.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -264696.656250 Penalty: 2763.571533
	Iteration 17Q: 3 clusters Score -264696.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -264721.125000 Penalty: 2763.571533
	Iteration 18Q: 3 clusters Score -264721.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -264756.093750 Penalty: 2763.571533
	Iteration 19Q: 3 clusters Score -264756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -264786.875000 Penalty: 2763.571533
	Iteration 20F: 3 clusters Score -264786.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -264824.437500 Penalty: 2763.571533
	Iteration 21Q: 3 clusters Score -264824.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -264866.312500 Penalty: 2763.571533
	Iteration 22Q: 3 clusters Score -264866.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -264893.781250 Penalty: 2763.571533
	Iteration 23Q: 3 clusters Score -264893.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -264914.656250 Penalty: 2763.571533
	Iteration 24Q: 3 clusters Score -264914.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -264927.562500 Penalty: 2763.571533
	Iteration 25Q: 3 clusters Score -264927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -264935.593750 Penalty: 2763.571533
	Iteration 26Q: 3 clusters Score -264935.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -264952.656250 Penalty: 2763.571533
	Iteration 27Q: 3 clusters Score -264952.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -264971.312500 Penalty: 2763.571533
	Iteration 28Q: 3 clusters Score -264971.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -265000.812500 Penalty: 2763.571533
	Iteration 29Q: 3 clusters Score -265000.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -265013.093750 Penalty: 2763.571533
	Iteration 30Q: 3 clusters Score -265013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -265022.625000 Penalty: 2763.571533
	Iteration 31Q: 3 clusters Score -265022.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -265034.406250 Penalty: 2763.571533
	Iteration 32Q: 3 clusters Score -265034.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -265042.875000 Penalty: 2763.571533
	Iteration 33Q: 3 clusters Score -265042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -265046.218750 Penalty: 2763.571533
	Iteration 34Q: 3 clusters Score -265046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -265050.156250 Penalty: 2763.571533
	Iteration 35Q: 3 clusters Score -265050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -265051.468750 Penalty: 2763.571533
	Iteration 36Q: 3 clusters Score -265051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -265053.468750 Penalty: 2763.571533
	Iteration 37Q: 3 clusters Score -265053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -265054.062500 Penalty: 2763.571533
	Iteration 38Q: 3 clusters Score -265054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -265056.437500 Penalty: 2763.571533
	Iteration 39Q: 3 clusters Score -265056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -265058.062500 Penalty: 2763.571533
	Iteration 40F: 3 clusters Score -265058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -265058.750000 Penalty: 2763.571533
	Iteration 41Q: 3 clusters Score -265058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -265059.062500 Penalty: 2763.571533
	Iteration 42Q: 3 clusters Score -265059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -265061.031250 Penalty: 2763.571533
	Iteration 43Q: 3 clusters Score -265061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -265061.093750 Penalty: 2763.571533
	Iteration 44Q: 3 clusters Score -265061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -265061.875000 Penalty: 2763.571533
	Iteration 45Q: 3 clusters Score -265061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -265061.875000 Penalty: 2763.571533
	Iteration 46F: 3 clusters Score -265061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -180912.265625 Penalty: 1332.278931
	Iteration 0F: 2 clusters Score -180912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -177775.937500 Penalty: 2664.557861
	Iteration 0F: 3 clusters Score -177775.9 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -178725.218750 Penalty: 2664.557861
	Iteration 1F: 3 clusters Score -178725.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -178998.281250 Penalty: 2664.557861
	Iteration 2F: 3 clusters Score -178998.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -179223.328125 Penalty: 2664.557861
	Iteration 3F: 3 clusters Score -179223.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -179371.890625 Penalty: 2664.557861
	Iteration 4F: 3 clusters Score -179371.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -179511.468750 Penalty: 2664.557861
	Iteration 5Q: 3 clusters Score -179511.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -179632.859375 Penalty: 2664.557861
	Iteration 6Q: 3 clusters Score -179632.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -179757.656250 Penalty: 2664.557861
	Iteration 7Q: 3 clusters Score -179757.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -179854.968750 Penalty: 2664.557861
	Iteration 8Q: 3 clusters Score -179855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -179931.218750 Penalty: 2664.557861
	Iteration 9Q: 3 clusters Score -179931.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -179986.953125 Penalty: 2664.557861
	Iteration 10Q: 3 clusters Score -179987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -180026.078125 Penalty: 2664.557861
	Iteration 11Q: 3 clusters Score -180026.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -180058.546875 Penalty: 2664.557861
	Iteration 12Q: 3 clusters Score -180058.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -180076.562500 Penalty: 2664.557861
	Iteration 13Q: 3 clusters Score -180076.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -180092.390625 Penalty: 2664.557861
	Iteration 14Q: 3 clusters Score -180092.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -180104.093750 Penalty: 2664.557861
	Iteration 15Q: 3 clusters Score -180104.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -180113.140625 Penalty: 2664.557861
	Iteration 16Q: 3 clusters Score -180113.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180120.453125 Penalty: 2664.557861
	Iteration 17Q: 3 clusters Score -180120.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -180131.671875 Penalty: 2664.557861
	Iteration 18Q: 3 clusters Score -180131.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -180143.375000 Penalty: 2664.557861
	Iteration 19Q: 3 clusters Score -180143.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -180154.765625 Penalty: 2664.557861
	Iteration 20F: 3 clusters Score -180154.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -180162.656250 Penalty: 2664.557861
	Iteration 21Q: 3 clusters Score -180162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -180168.093750 Penalty: 2664.557861
	Iteration 22Q: 3 clusters Score -180168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -180171.953125 Penalty: 2664.557861
	Iteration 23Q: 3 clusters Score -180172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -180176.484375 Penalty: 2664.557861
	Iteration 24Q: 3 clusters Score -180176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -180180.109375 Penalty: 2664.557861
	Iteration 25Q: 3 clusters Score -180180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -180185.171875 Penalty: 2664.557861
	Iteration 26Q: 3 clusters Score -180185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -180190.187500 Penalty: 2664.557861
	Iteration 27Q: 3 clusters Score -180190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -180194.390625 Penalty: 2664.557861
	Iteration 28Q: 3 clusters Score -180194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -180198.468750 Penalty: 2664.557861
	Iteration 29Q: 3 clusters Score -180198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -180203.359375 Penalty: 2664.557861
	Iteration 30Q: 3 clusters Score -180203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -180208.750000 Penalty: 2664.557861
	Iteration 31Q: 3 clusters Score -180208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -180210.515625 Penalty: 2664.557861
	Iteration 32Q: 3 clusters Score -180210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -180210.953125 Penalty: 2664.557861
	Iteration 33Q: 3 clusters Score -180211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -180212.171875 Penalty: 2664.557861
	Iteration 34Q: 3 clusters Score -180212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180213.421875 Penalty: 2664.557861
	Iteration 35Q: 3 clusters Score -180213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -180216.703125 Penalty: 2664.557861
	Iteration 36Q: 3 clusters Score -180216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -180216.906250 Penalty: 2664.557861
	Iteration 37Q: 3 clusters Score -180216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -180216.906250 Penalty: 2664.557861
	Iteration 38F: 3 clusters Score -180216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Entering Unmasked Estep 
Score: -1392037.250000 Penalty: 1633.505005
	Iteration 0F: 2 clusters Score -1392037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1376387.250000 Penalty: 3267.010010
	Iteration 0F: 3 clusters Score -1376387 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1382044.000000 Penalty: 3267.010010
	Iteration 1F: 3 clusters Score -1382044 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1382405.750000 Penalty: 3267.010010
	Iteration 2Q: 3 clusters Score -1382406 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1382838.625000 Penalty: 3267.010010
	Iteration 3Q: 3 clusters Score -1382839 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1383362.000000 Penalty: 3267.010010
	Iteration 4Q: 3 clusters Score -1383362 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1383979.375000 Penalty: 3267.010010
	Iteration 5F: 3 clusters Score -1383979 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1384747.875000 Penalty: 3267.010010
	Iteration 6F: 3 clusters Score -1384748 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1385598.000000 Penalty: 3267.010010
	Iteration 7F: 3 clusters Score -1385598 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1386584.750000 Penalty: 3267.010010
	Iteration 8F: 3 clusters Score -1386585 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1387532.250000 Penalty: 3267.010010
	Iteration 9F: 3 clusters Score -1387532 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1388511.000000 Penalty: 3267.010010
	Iteration 10Q: 3 clusters Score -1388511 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1389238.125000 Penalty: 3267.010010
	Iteration 11Q: 3 clusters Score -1389238 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1389739.500000 Penalty: 3267.010010
	Iteration 12Q: 3 clusters Score -1389740 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -1390019.750000 Penalty: 3267.010010
	Iteration 13Q: 3 clusters Score -1390020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -1390205.000000 Penalty: 3267.010010
	Iteration 14Q: 3 clusters Score -1390205 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -1390334.875000 Penalty: 3267.010010
	Iteration 15Q: 3 clusters Score -1390335 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -1390418.125000 Penalty: 3267.010010
	Iteration 16Q: 3 clusters Score -1390418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -1390492.000000 Penalty: 3267.010010
	Iteration 17Q: 3 clusters Score -1390492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1390563.000000 Penalty: 3267.010010
	Iteration 18Q: 3 clusters Score -1390563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1390621.125000 Penalty: 3267.010010
	Iteration 19Q: 3 clusters Score -1390621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1390650.750000 Penalty: 3267.010010
	Iteration 20F: 3 clusters Score -1390651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -1390672.000000 Penalty: 3267.010010
	Iteration 21Q: 3 clusters Score -1390672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -1390686.375000 Penalty: 3267.010010
	Iteration 22Q: 3 clusters Score -1390686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -1390697.125000 Penalty: 3267.010010
	Iteration 23Q: 3 clusters Score -1390697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -1390707.375000 Penalty: 3267.010010
	Iteration 24Q: 3 clusters Score -1390707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1390709.125000 Penalty: 3267.010010
	Iteration 25Q: 3 clusters Score -1390709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1390716.125000 Penalty: 3267.010010
	Iteration 26Q: 3 clusters Score -1390716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1390719.750000 Penalty: 3267.010010
	Iteration 27Q: 3 clusters Score -1390720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -1390723.625000 Penalty: 3267.010010
	Iteration 28Q: 3 clusters Score -1390724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1390726.250000 Penalty: 3267.010010
	Iteration 29Q: 3 clusters Score -1390726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -1390731.750000 Penalty: 3267.010010
	Iteration 30Q: 3 clusters Score -1390732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -1390734.750000 Penalty: 3267.010010
	Iteration 31Q: 3 clusters Score -1390735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -1390744.750000 Penalty: 3267.010010
	Iteration 32Q: 3 clusters Score -1390745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -1390749.500000 Penalty: 3267.010010
	Iteration 33Q: 3 clusters Score -1390750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1390755.250000 Penalty: 3267.010010
	Iteration 34Q: 3 clusters Score -1390755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1390758.500000 Penalty: 3267.010010
	Iteration 35Q: 3 clusters Score -1390758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1390761.625000 Penalty: 3267.010010
	Iteration 36Q: 3 clusters Score -1390762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -1390761.125000 Penalty: 3267.010010
	Iteration 37Q: 3 clusters Score -1390761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -1390763.375000 Penalty: 3267.010010
	Iteration 38Q: 3 clusters Score -1390763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1390762.000000 Penalty: 3267.010010
	Iteration 39Q: 3 clusters Score -1390762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -1390764.250000 Penalty: 3267.010010
	Iteration 40F: 3 clusters Score -1390764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -92861.515625 Penalty: 1223.790161
	Iteration 0F: 2 clusters Score -92861.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -90886.507812 Penalty: 2447.580322
	Iteration 0F: 3 clusters Score -90886.51 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -91301.773438 Penalty: 2447.580322
	Iteration 1F: 3 clusters Score -91301.77 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -91410.593750 Penalty: 2447.580322
	Iteration 2F: 3 clusters Score -91410.59 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -91486.617188 Penalty: 2447.580322
	Iteration 3F: 3 clusters Score -91486.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -91561.281250 Penalty: 2447.580322
	Iteration 4Q: 3 clusters Score -91561.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -91622.039062 Penalty: 2447.580322
	Iteration 5Q: 3 clusters Score -91622.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -91662.335938 Penalty: 2447.580322
	Iteration 6Q: 3 clusters Score -91662.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -91705.390625 Penalty: 2447.580322
	Iteration 7Q: 3 clusters Score -91705.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -91759.890625 Penalty: 2447.580322
	Iteration 8Q: 3 clusters Score -91759.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -91807.531250 Penalty: 2447.580322
	Iteration 9Q: 3 clusters Score -91807.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -91830.945312 Penalty: 2447.580322
	Iteration 10Q: 3 clusters Score -91830.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -91854.101562 Penalty: 2447.580322
	Iteration 11Q: 3 clusters Score -91854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -91868.289062 Penalty: 2447.580322
	Iteration 12Q: 3 clusters Score -91868.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -91880.250000 Penalty: 2447.580322
	Iteration 13Q: 3 clusters Score -91880.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -91886.835938 Penalty: 2447.580322
	Iteration 14Q: 3 clusters Score -91886.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -91892.312500 Penalty: 2447.580322
	Iteration 15Q: 3 clusters Score -91892.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -91894.664062 Penalty: 2447.580322
	Iteration 16Q: 3 clusters Score -91894.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -91896.632812 Penalty: 2447.580322
	Iteration 17Q: 3 clusters Score -91896.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -91901.187500 Penalty: 2447.580322
	Iteration 18Q: 3 clusters Score -91901.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -91907.664062 Penalty: 2447.580322
	Iteration 19Q: 3 clusters Score -91907.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -91916.046875 Penalty: 2447.580322
	Iteration 20F: 3 clusters Score -91916.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -91919.929688 Penalty: 2447.580322
	Iteration 21Q: 3 clusters Score -91919.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -91926.523438 Penalty: 2447.580322
	Iteration 22Q: 3 clusters Score -91926.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -91932.226562 Penalty: 2447.580322
	Iteration 23Q: 3 clusters Score -91932.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -91939.234375 Penalty: 2447.580322
	Iteration 24Q: 3 clusters Score -91939.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -91946.859375 Penalty: 2447.580322
	Iteration 25Q: 3 clusters Score -91946.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -91954.914062 Penalty: 2447.580322
	Iteration 26Q: 3 clusters Score -91954.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -91962.148438 Penalty: 2447.580322
	Iteration 27Q: 3 clusters Score -91962.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -91963.695312 Penalty: 2447.580322
	Iteration 28Q: 3 clusters Score -91963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -91963.875000 Penalty: 2447.580322
	Iteration 29Q: 3 clusters Score -91963.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -91963.875000 Penalty: 2447.580322
	Iteration 30F: 3 clusters Score -91963.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -629586.875000 Penalty: 1516.885376
	Iteration 0F: 2 clusters Score -629586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -621620.937500 Penalty: 3033.770752
	Iteration 0F: 3 clusters Score -621620.9 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -624334.625000 Penalty: 3033.770752
	Iteration 1F: 3 clusters Score -624334.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -624666.875000 Penalty: 3033.770752
	Iteration 2F: 3 clusters Score -624666.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -624941.437500 Penalty: 3033.770752
	Iteration 3F: 3 clusters Score -624941.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -625177.187500 Penalty: 3033.770752
	Iteration 4Q: 3 clusters Score -625177.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -625399.000000 Penalty: 3033.770752
	Iteration 5Q: 3 clusters Score -625399 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -625632.187500 Penalty: 3033.770752
	Iteration 6Q: 3 clusters Score -625632.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -625842.937500 Penalty: 3033.770752
	Iteration 7Q: 3 clusters Score -625842.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -626056.312500 Penalty: 3033.770752
	Iteration 8Q: 3 clusters Score -626056.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -626265.250000 Penalty: 3033.770752
	Iteration 9Q: 3 clusters Score -626265.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -626462.437500 Penalty: 3033.770752
	Iteration 10Q: 3 clusters Score -626462.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -626651.875000 Penalty: 3033.770752
	Iteration 11Q: 3 clusters Score -626651.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -626822.250000 Penalty: 3033.770752
	Iteration 12Q: 3 clusters Score -626822.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -626985.000000 Penalty: 3033.770752
	Iteration 13Q: 3 clusters Score -626985 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -627102.500000 Penalty: 3033.770752
	Iteration 14Q: 3 clusters Score -627102.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -627195.062500 Penalty: 3033.770752
	Iteration 15Q: 3 clusters Score -627195.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -627269.250000 Penalty: 3033.770752
	Iteration 16Q: 3 clusters Score -627269.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -627345.625000 Penalty: 3033.770752
	Iteration 17Q: 3 clusters Score -627345.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -627414.125000 Penalty: 3033.770752
	Iteration 18Q: 3 clusters Score -627414.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -627485.437500 Penalty: 3033.770752
	Iteration 19Q: 3 clusters Score -627485.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -627559.437500 Penalty: 3033.770752
	Iteration 20F: 3 clusters Score -627559.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -627629.062500 Penalty: 3033.770752
	Iteration 21Q: 3 clusters Score -627629.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -627688.875000 Penalty: 3033.770752
	Iteration 22Q: 3 clusters Score -627688.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -627733.812500 Penalty: 3033.770752
	Iteration 23Q: 3 clusters Score -627733.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -627775.000000 Penalty: 3033.770752
	Iteration 24Q: 3 clusters Score -627775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -627808.125000 Penalty: 3033.770752
	Iteration 25Q: 3 clusters Score -627808.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -627845.937500 Penalty: 3033.770752
	Iteration 26Q: 3 clusters Score -627845.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -627887.062500 Penalty: 3033.770752
	Iteration 27Q: 3 clusters Score -627887.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -627937.625000 Penalty: 3033.770752
	Iteration 28Q: 3 clusters Score -627937.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -627976.187500 Penalty: 3033.770752
	Iteration 29Q: 3 clusters Score -627976.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -628023.625000 Penalty: 3033.770752
	Iteration 30Q: 3 clusters Score -628023.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -628066.500000 Penalty: 3033.770752
	Iteration 31Q: 3 clusters Score -628066.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -628101.875000 Penalty: 3033.770752
	Iteration 32Q: 3 clusters Score -628101.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -628136.187500 Penalty: 3033.770752
	Iteration 33Q: 3 clusters Score -628136.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -628172.562500 Penalty: 3033.770752
	Iteration 34Q: 3 clusters Score -628172.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -628206.187500 Penalty: 3033.770752
	Iteration 35Q: 3 clusters Score -628206.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -628243.812500 Penalty: 3033.770752
	Iteration 36Q: 3 clusters Score -628243.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -628279.312500 Penalty: 3033.770752
	Iteration 37Q: 3 clusters Score -628279.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -628303.875000 Penalty: 3033.770752
	Iteration 38Q: 3 clusters Score -628303.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -628325.125000 Penalty: 3033.770752
	Iteration 39Q: 3 clusters Score -628325.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -628340.937500 Penalty: 3033.770752
	Iteration 40F: 3 clusters Score -628340.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -628354.375000 Penalty: 3033.770752
	Iteration 41Q: 3 clusters Score -628354.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -628367.875000 Penalty: 3033.770752
	Iteration 42Q: 3 clusters Score -628367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -628379.812500 Penalty: 3033.770752
	Iteration 43Q: 3 clusters Score -628379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -628388.500000 Penalty: 3033.770752
	Iteration 44Q: 3 clusters Score -628388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -628394.312500 Penalty: 3033.770752
	Iteration 45Q: 3 clusters Score -628394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -628396.875000 Penalty: 3033.770752
	Iteration 46Q: 3 clusters Score -628396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -628399.312500 Penalty: 3033.770752
	Iteration 47Q: 3 clusters Score -628399.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -628401.937500 Penalty: 3033.770752
	Iteration 48Q: 3 clusters Score -628401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -628402.875000 Penalty: 3033.770752
	Iteration 49Q: 3 clusters Score -628402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -628402.875000 Penalty: 3033.770752
	Iteration 50F: 3 clusters Score -628402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -392577.437500 Penalty: 1443.816772
	Iteration 0F: 2 clusters Score -392577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -387150.343750 Penalty: 2887.633545
	Iteration 0F: 3 clusters Score -387150.3 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -388869.937500 Penalty: 2887.633545
	Iteration 1F: 3 clusters Score -388869.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -389071.250000 Penalty: 2887.633545
	Iteration 2F: 3 clusters Score -389071.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -389220.031250 Penalty: 2887.633545
	Iteration 3Q: 3 clusters Score -389220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -389316.468750 Penalty: 2887.633545
	Iteration 4Q: 3 clusters Score -389316.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -389402.718750 Penalty: 2887.633545
	Iteration 5Q: 3 clusters Score -389402.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -389483.281250 Penalty: 2887.633545
	Iteration 6Q: 3 clusters Score -389483.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -389554.093750 Penalty: 2887.633545
	Iteration 7Q: 3 clusters Score -389554.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -389630.281250 Penalty: 2887.633545
	Iteration 8Q: 3 clusters Score -389630.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -389710.312500 Penalty: 2887.633545
	Iteration 9Q: 3 clusters Score -389710.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -389781.250000 Penalty: 2887.633545
	Iteration 10Q: 3 clusters Score -389781.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -389851.937500 Penalty: 2887.633545
	Iteration 11Q: 3 clusters Score -389851.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -389935.218750 Penalty: 2887.633545
	Iteration 12Q: 3 clusters Score -389935.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -390014.812500 Penalty: 2887.633545
	Iteration 13Q: 3 clusters Score -390014.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -390090.937500 Penalty: 2887.633545
	Iteration 14Q: 3 clusters Score -390090.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -390166.343750 Penalty: 2887.633545
	Iteration 15Q: 3 clusters Score -390166.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -390237.218750 Penalty: 2887.633545
	Iteration 16Q: 3 clusters Score -390237.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -390284.968750 Penalty: 2887.633545
	Iteration 17Q: 3 clusters Score -390285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -390324.531250 Penalty: 2887.633545
	Iteration 18Q: 3 clusters Score -390324.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -390351.593750 Penalty: 2887.633545
	Iteration 19Q: 3 clusters Score -390351.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -390377.625000 Penalty: 2887.633545
	Iteration 20F: 3 clusters Score -390377.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -390404.562500 Penalty: 2887.633545
	Iteration 21Q: 3 clusters Score -390404.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -390430.718750 Penalty: 2887.633545
	Iteration 22Q: 3 clusters Score -390430.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -390460.687500 Penalty: 2887.633545
	Iteration 23Q: 3 clusters Score -390460.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -390487.718750 Penalty: 2887.633545
	Iteration 24Q: 3 clusters Score -390487.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -390523.625000 Penalty: 2887.633545
	Iteration 25Q: 3 clusters Score -390523.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -390561.437500 Penalty: 2887.633545
	Iteration 26Q: 3 clusters Score -390561.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -390587.812500 Penalty: 2887.633545
	Iteration 27Q: 3 clusters Score -390587.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -390609.843750 Penalty: 2887.633545
	Iteration 28Q: 3 clusters Score -390609.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -390629.812500 Penalty: 2887.633545
	Iteration 29Q: 3 clusters Score -390629.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -390657.343750 Penalty: 2887.633545
	Iteration 30Q: 3 clusters Score -390657.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -390677.531250 Penalty: 2887.633545
	Iteration 31Q: 3 clusters Score -390677.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -390696.906250 Penalty: 2887.633545
	Iteration 32Q: 3 clusters Score -390696.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -390719.000000 Penalty: 2887.633545
	Iteration 33Q: 3 clusters Score -390719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -390745.781250 Penalty: 2887.633545
	Iteration 34Q: 3 clusters Score -390745.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -390771.531250 Penalty: 2887.633545
	Iteration 35Q: 3 clusters Score -390771.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -390805.968750 Penalty: 2887.633545
	Iteration 36Q: 3 clusters Score -390806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -390849.562500 Penalty: 2887.633545
	Iteration 37Q: 3 clusters Score -390849.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -390910.093750 Penalty: 2887.633545
	Iteration 38Q: 3 clusters Score -390910.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -390959.218750 Penalty: 2887.633545
	Iteration 39Q: 3 clusters Score -390959.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -391008.093750 Penalty: 2887.633545
	Iteration 40F: 3 clusters Score -391008.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -391060.625000 Penalty: 2887.633545
	Iteration 41Q: 3 clusters Score -391060.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -391117.437500 Penalty: 2887.633545
	Iteration 42Q: 3 clusters Score -391117.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -391165.500000 Penalty: 2887.633545
	Iteration 43Q: 3 clusters Score -391165.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -391202.218750 Penalty: 2887.633545
	Iteration 44Q: 3 clusters Score -391202.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -391227.406250 Penalty: 2887.633545
	Iteration 45Q: 3 clusters Score -391227.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -391246.000000 Penalty: 2887.633545
	Iteration 46Q: 3 clusters Score -391246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -391254.968750 Penalty: 2887.633545
	Iteration 47Q: 3 clusters Score -391255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -391262.562500 Penalty: 2887.633545
	Iteration 48Q: 3 clusters Score -391262.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -391268.218750 Penalty: 2887.633545
	Iteration 49Q: 3 clusters Score -391268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -391271.218750 Penalty: 2887.633545
	Iteration 50Q: 3 clusters Score -391271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -391272.812500 Penalty: 2887.633545
	Iteration 51Q: 3 clusters Score -391272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -391272.843750 Penalty: 2887.633545
	Iteration 52Q: 3 clusters Score -391272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -391273.843750 Penalty: 2887.633545
	Iteration 53Q: 3 clusters Score -391273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -391274.250000 Penalty: 2887.633545
	Iteration 54Q: 3 clusters Score -391274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -391274.312500 Penalty: 2887.633545
	Iteration 55Q: 3 clusters Score -391274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -391273.593750 Penalty: 2887.633545
	Iteration 56Q: 3 clusters Score -391273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -391274.812500 Penalty: 2887.633545
	Iteration 57Q: 3 clusters Score -391274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -391274.312500 Penalty: 2887.633545
	Iteration 58Q: 3 clusters Score -391274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -391274.281250 Penalty: 2887.633545
	Iteration 59Q: 3 clusters Score -391274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -391274.625000 Penalty: 2887.633545
	Iteration 60F: 3 clusters Score -391274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -391275.406250 Penalty: 2887.633545
	Iteration 61Q: 3 clusters Score -391275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -391275.406250 Penalty: 2887.633545
	Iteration 62F: 3 clusters Score -391275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -114130.859375 Penalty: 1263.891235
	Iteration 0F: 2 clusters Score -114130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -111803.304688 Penalty: 2527.782471
	Iteration 0F: 3 clusters Score -111803.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -112426.453125 Penalty: 2527.782471
	Iteration 1F: 3 clusters Score -112426.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -112590.101562 Penalty: 2527.782471
	Iteration 2F: 3 clusters Score -112590.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -112682.867188 Penalty: 2527.782471
	Iteration 3Q: 3 clusters Score -112682.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -112750.546875 Penalty: 2527.782471
	Iteration 4Q: 3 clusters Score -112750.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -112820.046875 Penalty: 2527.782471
	Iteration 5Q: 3 clusters Score -112820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -112863.359375 Penalty: 2527.782471
	Iteration 6Q: 3 clusters Score -112863.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -112901.257812 Penalty: 2527.782471
	Iteration 7Q: 3 clusters Score -112901.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -112941.640625 Penalty: 2527.782471
	Iteration 8Q: 3 clusters Score -112941.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -112983.320312 Penalty: 2527.782471
	Iteration 9Q: 3 clusters Score -112983.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -113019.812500 Penalty: 2527.782471
	Iteration 10Q: 3 clusters Score -113019.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -113054.875000 Penalty: 2527.782471
	Iteration 11Q: 3 clusters Score -113054.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -113085.359375 Penalty: 2527.782471
	Iteration 12Q: 3 clusters Score -113085.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113113.195312 Penalty: 2527.782471
	Iteration 13Q: 3 clusters Score -113113.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -113142.203125 Penalty: 2527.782471
	Iteration 14Q: 3 clusters Score -113142.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -113168.531250 Penalty: 2527.782471
	Iteration 15Q: 3 clusters Score -113168.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -113197.515625 Penalty: 2527.782471
	Iteration 16Q: 3 clusters Score -113197.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -113222.414062 Penalty: 2527.782471
	Iteration 17Q: 3 clusters Score -113222.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -113239.617188 Penalty: 2527.782471
	Iteration 18Q: 3 clusters Score -113239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -113250.414062 Penalty: 2527.782471
	Iteration 19Q: 3 clusters Score -113250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -113259.453125 Penalty: 2527.782471
	Iteration 20F: 3 clusters Score -113259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -113267.453125 Penalty: 2527.782471
	Iteration 21Q: 3 clusters Score -113267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -113270.578125 Penalty: 2527.782471
	Iteration 22Q: 3 clusters Score -113270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113274.273438 Penalty: 2527.782471
	Iteration 23Q: 3 clusters Score -113274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -113275.445312 Penalty: 2527.782471
	Iteration 24Q: 3 clusters Score -113275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113276.140625 Penalty: 2527.782471
	Iteration 25Q: 3 clusters Score -113276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -113276.101562 Penalty: 2527.782471
	Iteration 26Q: 3 clusters Score -113276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113276.804688 Penalty: 2527.782471
	Iteration 27Q: 3 clusters Score -113276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -113276.804688 Penalty: 2527.782471
	Iteration 28F: 3 clusters Score -113276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -430228.718750 Penalty: 1445.562012
	Iteration 0F: 2 clusters Score -430228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -424854.625000 Penalty: 2891.124023
	Iteration 0F: 3 clusters Score -424854.6 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -426535.406250 Penalty: 2891.124023
	Iteration 1F: 3 clusters Score -426535.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -426802.375000 Penalty: 2891.124023
	Iteration 2F: 3 clusters Score -426802.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -427022.156250 Penalty: 2891.124023
	Iteration 3F: 3 clusters Score -427022.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -427242.218750 Penalty: 2891.124023
	Iteration 4Q: 3 clusters Score -427242.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -427464.156250 Penalty: 2891.124023
	Iteration 5F: 3 clusters Score -427464.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -427691.375000 Penalty: 2891.124023
	Iteration 6Q: 3 clusters Score -427691.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -427925.718750 Penalty: 2891.124023
	Iteration 7Q: 3 clusters Score -427925.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -428146.593750 Penalty: 2891.124023
	Iteration 8Q: 3 clusters Score -428146.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -428330.656250 Penalty: 2891.124023
	Iteration 9Q: 3 clusters Score -428330.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -428490.031250 Penalty: 2891.124023
	Iteration 10Q: 3 clusters Score -428490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -428614.062500 Penalty: 2891.124023
	Iteration 11Q: 3 clusters Score -428614.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -428710.000000 Penalty: 2891.124023
	Iteration 12Q: 3 clusters Score -428710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -428781.031250 Penalty: 2891.124023
	Iteration 13Q: 3 clusters Score -428781 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -428831.468750 Penalty: 2891.124023
	Iteration 14Q: 3 clusters Score -428831.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -428858.937500 Penalty: 2891.124023
	Iteration 15Q: 3 clusters Score -428858.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -428876.593750 Penalty: 2891.124023
	Iteration 16Q: 3 clusters Score -428876.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -428890.968750 Penalty: 2891.124023
	Iteration 17Q: 3 clusters Score -428891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -428904.093750 Penalty: 2891.124023
	Iteration 18Q: 3 clusters Score -428904.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -428919.500000 Penalty: 2891.124023
	Iteration 19Q: 3 clusters Score -428919.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -428929.531250 Penalty: 2891.124023
	Iteration 20F: 3 clusters Score -428929.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -428937.375000 Penalty: 2891.124023
	Iteration 21Q: 3 clusters Score -428937.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -428943.843750 Penalty: 2891.124023
	Iteration 22Q: 3 clusters Score -428943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -428947.906250 Penalty: 2891.124023
	Iteration 23Q: 3 clusters Score -428947.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -428948.937500 Penalty: 2891.124023
	Iteration 24Q: 3 clusters Score -428948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -428952.468750 Penalty: 2891.124023
	Iteration 25Q: 3 clusters Score -428952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -428954.500000 Penalty: 2891.124023
	Iteration 26Q: 3 clusters Score -428954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -428956.125000 Penalty: 2891.124023
	Iteration 27Q: 3 clusters Score -428956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -428955.156250 Penalty: 2891.124023
	Iteration 28Q: 3 clusters Score -428955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -428956.812500 Penalty: 2891.124023
	Iteration 29Q: 3 clusters Score -428956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -428957.125000 Penalty: 2891.124023
	Iteration 30Q: 3 clusters Score -428957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -428957.312500 Penalty: 2891.124023
	Iteration 31Q: 3 clusters Score -428957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -428959.312500 Penalty: 2891.124023
	Iteration 32Q: 3 clusters Score -428959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -428959.312500 Penalty: 2891.124023
	Iteration 33F: 3 clusters Score -428959.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 9294 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 2387 members 
Mstep: Class 22 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562777.000000 Penalty: 41504.164062
Iteration 239Q: 22 clusters Score -1.056278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4934 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23216 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11323 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562796.000000 Penalty: 41504.164062
Iteration 240F: 22 clusters Score -1.05628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 9206 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23223 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562804.000000 Penalty: 41504.164062
Iteration 241Q: 22 clusters Score -1.05628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23233 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11329 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562782.000000 Penalty: 41504.164062
Iteration 242Q: 22 clusters Score -1.056278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 23236 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562775.000000 Penalty: 41504.164062
Iteration 243Q: 22 clusters Score -1.056278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23241 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562806.000000 Penalty: 41504.164062
Iteration 244Q: 22 clusters Score -1.056281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4914 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 23244 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562810.000000 Penalty: 41504.164062
Iteration 245Q: 22 clusters Score -1.056281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 23245 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562807.000000 Penalty: 41504.164062
Iteration 246Q: 22 clusters Score -1.056281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23248 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562808.000000 Penalty: 41504.164062
Iteration 247Q: 22 clusters Score -1.056281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23247 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562796.000000 Penalty: 41504.164062
Iteration 248Q: 22 clusters Score -1.05628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23247 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562797.000000 Penalty: 41504.164062
Iteration 249Q: 22 clusters Score -1.05628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23248 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11352 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562811.000000 Penalty: 41504.164062
Iteration 250Q: 22 clusters Score -1.056281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23249 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11359 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562823.000000 Penalty: 41504.164062
Iteration 251Q: 22 clusters Score -1.056282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 23250 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11363 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562823.000000 Penalty: 41504.164062
Iteration 252Q: 22 clusters Score -1.056282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23250 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562834.000000 Penalty: 41504.164062
Iteration 253Q: 22 clusters Score -1.056283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7287 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23251 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562823.000000 Penalty: 41504.164062
Iteration 254Q: 22 clusters Score -1.056282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7287 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23251 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562820.000000 Penalty: 41504.164062
Iteration 255Q: 22 clusters Score -1.056282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23252 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562819.000000 Penalty: 41504.164062
Iteration 256Q: 22 clusters Score -1.056282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23252 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562817.000000 Penalty: 41504.164062
Iteration 257Q: 22 clusters Score -1.056282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 23252 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562818.000000 Penalty: 41504.164062
Iteration 258Q: 22 clusters Score -1.056282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 23253 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562825.000000 Penalty: 41504.164062
Iteration 259Q: 22 clusters Score -1.056282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 23255 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562825.000000 Penalty: 41504.164062
Iteration 260F: 22 clusters Score -1.056282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23256 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562824.000000 Penalty: 41504.164062
Iteration 261Q: 22 clusters Score -1.056282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562830.000000 Penalty: 41504.164062
Iteration 262Q: 22 clusters Score -1.056283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23259 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562832.000000 Penalty: 41504.164062
Iteration 263Q: 22 clusters Score -1.056283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562832.000000 Penalty: 41504.164062
Iteration 264Q: 22 clusters Score -1.056283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10562832.000000 Penalty: 41504.164062
Iteration 265F: 22 clusters Score -1.056283e+07 nChanged 0
Entering ConstructFrom: 
Score: -10562832.000000 Penalty: 41504.164062
Entering ConstructFrom: 
Trying to split cluster 1 (66316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Entering Unmasked Estep 
Score: -3854471.250000 Penalty: 1804.105225
	Iteration 0F: 2 clusters Score -3854471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3810160.750000 Penalty: 3608.210449
	Iteration 0F: 3 clusters Score -3810161 nChanged 31284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3828287.250000 Penalty: 3608.210449
	Iteration 1F: 3 clusters Score -3828287 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -3828781.750000 Penalty: 3608.210449
	Iteration 2Q: 3 clusters Score -3828782 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -3829275.500000 Penalty: 3608.210449
	Iteration 3Q: 3 clusters Score -3829276 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3829854.250000 Penalty: 3608.210449
	Iteration 4Q: 3 clusters Score -3829854 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3830597.000000 Penalty: 3608.210449
	Iteration 5Q: 3 clusters Score -3830597 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3831774.250000 Penalty: 3608.210449
	Iteration 6Q: 3 clusters Score -3831774 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -3833410.000000 Penalty: 3608.210449
	Iteration 7Q: 3 clusters Score -3833410 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -3835805.500000 Penalty: 3608.210449
	Iteration 8F: 3 clusters Score -3835806 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -3838898.500000 Penalty: 3608.210449
	Iteration 9F: 3 clusters Score -3838898 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -3842587.500000 Penalty: 3608.210449
	Iteration 10F: 3 clusters Score -3842588 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -3845836.000000 Penalty: 3608.210449
	Iteration 11F: 3 clusters Score -3845836 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -3848333.500000 Penalty: 3608.210449
	Iteration 12Q: 3 clusters Score -3848334 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -3850149.750000 Penalty: 3608.210449
	Iteration 13Q: 3 clusters Score -3850150 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -3851376.250000 Penalty: 3608.210449
	Iteration 14Q: 3 clusters Score -3851376 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -3852082.250000 Penalty: 3608.210449
	Iteration 15Q: 3 clusters Score -3852082 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -3852463.250000 Penalty: 3608.210449
	Iteration 16Q: 3 clusters Score -3852463 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -3852671.250000 Penalty: 3608.210449
	Iteration 17Q: 3 clusters Score -3852671 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -3852746.000000 Penalty: 3608.210449
	Iteration 18Q: 3 clusters Score -3852746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -3852803.750000 Penalty: 3608.210449
	Iteration 19Q: 3 clusters Score -3852804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -3852853.750000 Penalty: 3608.210449
	Iteration 20F: 3 clusters Score -3852854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65934 members 
Entering Unmasked Estep 
Score: -3852890.750000 Penalty: 3608.210449
	Iteration 21Q: 3 clusters Score -3852891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -3852920.750000 Penalty: 3608.210449
	Iteration 22Q: 3 clusters Score -3852921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -3852938.750000 Penalty: 3608.210449
	Iteration 23Q: 3 clusters Score -3852939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -3852942.000000 Penalty: 3608.210449
	Iteration 24Q: 3 clusters Score -3852942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -3852950.500000 Penalty: 3608.210449
	Iteration 25Q: 3 clusters Score -3852950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -3852961.750000 Penalty: 3608.210449
	Iteration 26Q: 3 clusters Score -3852962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -3852968.000000 Penalty: 3608.210449
	Iteration 27Q: 3 clusters Score -3852968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -3852968.500000 Penalty: 3608.210449
	Iteration 28Q: 3 clusters Score -3852968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -3852969.000000 Penalty: 3608.210449
	Iteration 29Q: 3 clusters Score -3852969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -3852974.000000 Penalty: 3608.210449
	Iteration 30Q: 3 clusters Score -3852974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -3852974.250000 Penalty: 3608.210449
	Iteration 31Q: 3 clusters Score -3852974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -3852974.250000 Penalty: 3608.210449
	Iteration 32Q: 3 clusters Score -3852974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -3852974.500000 Penalty: 3608.210449
	Iteration 33Q: 3 clusters Score -3852974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -3852974.500000 Penalty: 3608.210449
	Iteration 34F: 3 clusters Score -3852974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -305121.781250 Penalty: 1385.370972
	Iteration 0F: 2 clusters Score -305121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -301168.656250 Penalty: 2770.741943
	Iteration 0F: 3 clusters Score -301168.7 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -302220.875000 Penalty: 2770.741943
	Iteration 1F: 3 clusters Score -302220.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -302367.812500 Penalty: 2770.741943
	Iteration 2F: 3 clusters Score -302367.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -302453.687500 Penalty: 2770.741943
	Iteration 3Q: 3 clusters Score -302453.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -302510.312500 Penalty: 2770.741943
	Iteration 4Q: 3 clusters Score -302510.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -302560.312500 Penalty: 2770.741943
	Iteration 5Q: 3 clusters Score -302560.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -302610.906250 Penalty: 2770.741943
	Iteration 6Q: 3 clusters Score -302610.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -302653.125000 Penalty: 2770.741943
	Iteration 7Q: 3 clusters Score -302653.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -302686.968750 Penalty: 2770.741943
	Iteration 8Q: 3 clusters Score -302687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -302727.375000 Penalty: 2770.741943
	Iteration 9Q: 3 clusters Score -302727.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -302783.281250 Penalty: 2770.741943
	Iteration 10Q: 3 clusters Score -302783.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -302837.843750 Penalty: 2770.741943
	Iteration 11Q: 3 clusters Score -302837.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -302881.843750 Penalty: 2770.741943
	Iteration 12Q: 3 clusters Score -302881.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -302921.906250 Penalty: 2770.741943
	Iteration 13Q: 3 clusters Score -302921.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -302961.625000 Penalty: 2770.741943
	Iteration 14Q: 3 clusters Score -302961.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -303004.250000 Penalty: 2770.741943
	Iteration 15Q: 3 clusters Score -303004.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -303048.093750 Penalty: 2770.741943
	Iteration 16Q: 3 clusters Score -303048.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -303089.812500 Penalty: 2770.741943
	Iteration 17Q: 3 clusters Score -303089.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -303138.500000 Penalty: 2770.741943
	Iteration 18Q: 3 clusters Score -303138.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -303187.781250 Penalty: 2770.741943
	Iteration 19Q: 3 clusters Score -303187.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -303229.156250 Penalty: 2770.741943
	Iteration 20F: 3 clusters Score -303229.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -303280.906250 Penalty: 2770.741943
	Iteration 21Q: 3 clusters Score -303280.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -303343.500000 Penalty: 2770.741943
	Iteration 22Q: 3 clusters Score -303343.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -303392.093750 Penalty: 2770.741943
	Iteration 23Q: 3 clusters Score -303392.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -303438.375000 Penalty: 2770.741943
	Iteration 24Q: 3 clusters Score -303438.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -303486.437500 Penalty: 2770.741943
	Iteration 25Q: 3 clusters Score -303486.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -303532.718750 Penalty: 2770.741943
	Iteration 26Q: 3 clusters Score -303532.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -303570.531250 Penalty: 2770.741943
	Iteration 27Q: 3 clusters Score -303570.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -303601.593750 Penalty: 2770.741943
	Iteration 28Q: 3 clusters Score -303601.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -303624.875000 Penalty: 2770.741943
	Iteration 29Q: 3 clusters Score -303624.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -303643.093750 Penalty: 2770.741943
	Iteration 30Q: 3 clusters Score -303643.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -303668.218750 Penalty: 2770.741943
	Iteration 31Q: 3 clusters Score -303668.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -303694.718750 Penalty: 2770.741943
	Iteration 32Q: 3 clusters Score -303694.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -303717.937500 Penalty: 2770.741943
	Iteration 33Q: 3 clusters Score -303717.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -303737.500000 Penalty: 2770.741943
	Iteration 34Q: 3 clusters Score -303737.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -303755.406250 Penalty: 2770.741943
	Iteration 35Q: 3 clusters Score -303755.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -303773.968750 Penalty: 2770.741943
	Iteration 36Q: 3 clusters Score -303774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -303789.531250 Penalty: 2770.741943
	Iteration 37Q: 3 clusters Score -303789.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -303804.875000 Penalty: 2770.741943
	Iteration 38Q: 3 clusters Score -303804.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -303816.968750 Penalty: 2770.741943
	Iteration 39Q: 3 clusters Score -303817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -303826.093750 Penalty: 2770.741943
	Iteration 40F: 3 clusters Score -303826.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -303836.000000 Penalty: 2770.741943
	Iteration 41Q: 3 clusters Score -303836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -303844.906250 Penalty: 2770.741943
	Iteration 42Q: 3 clusters Score -303844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -303856.500000 Penalty: 2770.741943
	Iteration 43Q: 3 clusters Score -303856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -303870.437500 Penalty: 2770.741943
	Iteration 44Q: 3 clusters Score -303870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -303879.750000 Penalty: 2770.741943
	Iteration 45Q: 3 clusters Score -303879.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -303887.250000 Penalty: 2770.741943
	Iteration 46Q: 3 clusters Score -303887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -303892.875000 Penalty: 2770.741943
	Iteration 47Q: 3 clusters Score -303892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -303899.687500 Penalty: 2770.741943
	Iteration 48Q: 3 clusters Score -303899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -303905.281250 Penalty: 2770.741943
	Iteration 49Q: 3 clusters Score -303905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -303907.156250 Penalty: 2770.741943
	Iteration 50Q: 3 clusters Score -303907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -303910.156250 Penalty: 2770.741943
	Iteration 51Q: 3 clusters Score -303910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -303910.375000 Penalty: 2770.741943
	Iteration 52Q: 3 clusters Score -303910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -303911.156250 Penalty: 2770.741943
	Iteration 53Q: 3 clusters Score -303911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -303912.906250 Penalty: 2770.741943
	Iteration 54Q: 3 clusters Score -303912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -303912.687500 Penalty: 2770.741943
	Iteration 55Q: 3 clusters Score -303912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -303914.718750 Penalty: 2770.741943
	Iteration 56Q: 3 clusters Score -303914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -303915.312500 Penalty: 2770.741943
	Iteration 57Q: 3 clusters Score -303915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -303915.312500 Penalty: 2770.741943
	Iteration 58F: 3 clusters Score -303915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -538540.625000 Penalty: 1484.712769
	Iteration 0F: 2 clusters Score -538540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -531841.000000 Penalty: 2969.425537
	Iteration 0F: 3 clusters Score -531841 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -533977.062500 Penalty: 2969.425537
	Iteration 1F: 3 clusters Score -533977.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -534311.312500 Penalty: 2969.425537
	Iteration 2F: 3 clusters Score -534311.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -534607.312500 Penalty: 2969.425537
	Iteration 3F: 3 clusters Score -534607.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -534909.500000 Penalty: 2969.425537
	Iteration 4F: 3 clusters Score -534909.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -535205.000000 Penalty: 2969.425537
	Iteration 5F: 3 clusters Score -535205 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -535532.937500 Penalty: 2969.425537
	Iteration 6F: 3 clusters Score -535532.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -535849.937500 Penalty: 2969.425537
	Iteration 7Q: 3 clusters Score -535849.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -536225.312500 Penalty: 2969.425537
	Iteration 8Q: 3 clusters Score -536225.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -536553.687500 Penalty: 2969.425537
	Iteration 9Q: 3 clusters Score -536553.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -536818.250000 Penalty: 2969.425537
	Iteration 10Q: 3 clusters Score -536818.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -537028.125000 Penalty: 2969.425537
	Iteration 11Q: 3 clusters Score -537028.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -537179.000000 Penalty: 2969.425537
	Iteration 12Q: 3 clusters Score -537179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -537301.125000 Penalty: 2969.425537
	Iteration 13Q: 3 clusters Score -537301.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -537374.875000 Penalty: 2969.425537
	Iteration 14Q: 3 clusters Score -537374.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -537423.562500 Penalty: 2969.425537
	Iteration 15Q: 3 clusters Score -537423.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -537461.437500 Penalty: 2969.425537
	Iteration 16Q: 3 clusters Score -537461.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -537479.937500 Penalty: 2969.425537
	Iteration 17Q: 3 clusters Score -537479.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -537497.812500 Penalty: 2969.425537
	Iteration 18Q: 3 clusters Score -537497.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -537513.375000 Penalty: 2969.425537
	Iteration 19Q: 3 clusters Score -537513.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -537525.875000 Penalty: 2969.425537
	Iteration 20F: 3 clusters Score -537525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -537540.437500 Penalty: 2969.425537
	Iteration 21Q: 3 clusters Score -537540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -537555.375000 Penalty: 2969.425537
	Iteration 22Q: 3 clusters Score -537555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -537563.375000 Penalty: 2969.425537
	Iteration 23Q: 3 clusters Score -537563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -537575.312500 Penalty: 2969.425537
	Iteration 24Q: 3 clusters Score -537575.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -537580.937500 Penalty: 2969.425537
	Iteration 25Q: 3 clusters Score -537580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -537588.062500 Penalty: 2969.425537
	Iteration 26Q: 3 clusters Score -537588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -537598.500000 Penalty: 2969.425537
	Iteration 27Q: 3 clusters Score -537598.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -537607.812500 Penalty: 2969.425537
	Iteration 28Q: 3 clusters Score -537607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -537615.062500 Penalty: 2969.425537
	Iteration 29Q: 3 clusters Score -537615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -537618.687500 Penalty: 2969.425537
	Iteration 30Q: 3 clusters Score -537618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -537623.687500 Penalty: 2969.425537
	Iteration 31Q: 3 clusters Score -537623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -537626.687500 Penalty: 2969.425537
	Iteration 32Q: 3 clusters Score -537626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -537629.500000 Penalty: 2969.425537
	Iteration 33Q: 3 clusters Score -537629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -537632.437500 Penalty: 2969.425537
	Iteration 34Q: 3 clusters Score -537632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -537634.375000 Penalty: 2969.425537
	Iteration 35Q: 3 clusters Score -537634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -537636.750000 Penalty: 2969.425537
	Iteration 36Q: 3 clusters Score -537636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -537639.812500 Penalty: 2969.425537
	Iteration 37Q: 3 clusters Score -537639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -537643.937500 Penalty: 2969.425537
	Iteration 38Q: 3 clusters Score -537643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -537648.437500 Penalty: 2969.425537
	Iteration 39Q: 3 clusters Score -537648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -537650.625000 Penalty: 2969.425537
	Iteration 40F: 3 clusters Score -537650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -537658.625000 Penalty: 2969.425537
	Iteration 41Q: 3 clusters Score -537658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -537663.687500 Penalty: 2969.425537
	Iteration 42Q: 3 clusters Score -537663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -537668.312500 Penalty: 2969.425537
	Iteration 43Q: 3 clusters Score -537668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -537670.687500 Penalty: 2969.425537
	Iteration 44Q: 3 clusters Score -537670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -537671.437500 Penalty: 2969.425537
	Iteration 45Q: 3 clusters Score -537671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -537675.937500 Penalty: 2969.425537
	Iteration 46Q: 3 clusters Score -537675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -537677.375000 Penalty: 2969.425537
	Iteration 47Q: 3 clusters Score -537677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -537678.312500 Penalty: 2969.425537
	Iteration 48Q: 3 clusters Score -537678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -537678.437500 Penalty: 2969.425537
	Iteration 49Q: 3 clusters Score -537678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -537678.437500 Penalty: 2969.425537
	Iteration 50F: 3 clusters Score -537678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -263119.375000 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -263119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -259437.218750 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -259437.2 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -260501.421875 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -260501.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -260723.734375 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -260723.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -260921.843750 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -260921.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -261088.359375 Penalty: 2734.350830
	Iteration 4F: 3 clusters Score -261088.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -261245.500000 Penalty: 2734.350830
	Iteration 5F: 3 clusters Score -261245.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -261378.656250 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -261378.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261472.078125 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -261472.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261562.515625 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -261562.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261634.468750 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -261634.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261704.312500 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -261704.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -261765.593750 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -261765.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -261810.953125 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -261811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -261850.234375 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -261850.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -261884.671875 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -261884.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -261910.328125 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -261910.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -261935.765625 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -261935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -261949.296875 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -261949.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -261962.343750 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -261962.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -261976.906250 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -261976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261989.484375 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -261989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -261993.796875 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -261993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -262000.671875 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -262000.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -262009.484375 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -262009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -262018.390625 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -262018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -262023.828125 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -262023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -262025.562500 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -262025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -262026.703125 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -262026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -262031.093750 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -262031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -262032.375000 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -262032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -262034.671875 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -262034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -262037.359375 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -262037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -262040.906250 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -262040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -262042.125000 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -262042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -262043.187500 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -262043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -262043.187500 Penalty: 2734.350830
	Iteration 35F: 3 clusters Score -262043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -48117.714844 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -48117.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -46717.890625 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -46717.89 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -46972.546875 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -46972.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -47027.835938 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -47027.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47083.464844 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -47083.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47118.781250 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -47118.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47136.480469 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -47136.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -47146.582031 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -47146.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -47158.574219 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -47158.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47163.109375 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -47163.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47164.917969 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -47164.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47167.480469 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -47167.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47168.234375 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -47168.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47168.234375 Penalty: 2236.792236
	Iteration 12F: 3 clusters Score -47168.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Entering Unmasked Estep 
Score: -427446.250000 Penalty: 1445.272583
	Iteration 0F: 2 clusters Score -427446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -422064.906250 Penalty: 2890.545166
	Iteration 0F: 3 clusters Score -422064.9 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -423746.218750 Penalty: 2890.545166
	Iteration 1F: 3 clusters Score -423746.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -423993.125000 Penalty: 2890.545166
	Iteration 2F: 3 clusters Score -423993.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -424192.906250 Penalty: 2890.545166
	Iteration 3F: 3 clusters Score -424192.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -424393.750000 Penalty: 2890.545166
	Iteration 4Q: 3 clusters Score -424393.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -424608.093750 Penalty: 2890.545166
	Iteration 5Q: 3 clusters Score -424608.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -424848.093750 Penalty: 2890.545166
	Iteration 6Q: 3 clusters Score -424848.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -425162.937500 Penalty: 2890.545166
	Iteration 7F: 3 clusters Score -425162.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -425530.656250 Penalty: 2890.545166
	Iteration 8F: 3 clusters Score -425530.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -425920.718750 Penalty: 2890.545166
	Iteration 9F: 3 clusters Score -425920.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -426282.750000 Penalty: 2890.545166
	Iteration 10F: 3 clusters Score -426282.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -426554.812500 Penalty: 2890.545166
	Iteration 11Q: 3 clusters Score -426554.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -426716.156250 Penalty: 2890.545166
	Iteration 12Q: 3 clusters Score -426716.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -426788.031250 Penalty: 2890.545166
	Iteration 13Q: 3 clusters Score -426788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -426831.125000 Penalty: 2890.545166
	Iteration 14Q: 3 clusters Score -426831.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -426861.062500 Penalty: 2890.545166
	Iteration 15Q: 3 clusters Score -426861.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -426885.500000 Penalty: 2890.545166
	Iteration 16Q: 3 clusters Score -426885.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -426903.312500 Penalty: 2890.545166
	Iteration 17Q: 3 clusters Score -426903.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -426918.437500 Penalty: 2890.545166
	Iteration 18Q: 3 clusters Score -426918.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -426933.031250 Penalty: 2890.545166
	Iteration 19Q: 3 clusters Score -426933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -426941.500000 Penalty: 2890.545166
	Iteration 20F: 3 clusters Score -426941.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -426949.875000 Penalty: 2890.545166
	Iteration 21Q: 3 clusters Score -426949.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -426957.406250 Penalty: 2890.545166
	Iteration 22Q: 3 clusters Score -426957.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -426963.906250 Penalty: 2890.545166
	Iteration 23Q: 3 clusters Score -426963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -426968.093750 Penalty: 2890.545166
	Iteration 24Q: 3 clusters Score -426968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -426975.218750 Penalty: 2890.545166
	Iteration 25Q: 3 clusters Score -426975.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -426980.656250 Penalty: 2890.545166
	Iteration 26Q: 3 clusters Score -426980.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -426985.343750 Penalty: 2890.545166
	Iteration 27Q: 3 clusters Score -426985.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -426990.437500 Penalty: 2890.545166
	Iteration 28Q: 3 clusters Score -426990.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -426997.406250 Penalty: 2890.545166
	Iteration 29Q: 3 clusters Score -426997.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -427001.875000 Penalty: 2890.545166
	Iteration 30Q: 3 clusters Score -427001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -427008.562500 Penalty: 2890.545166
	Iteration 31Q: 3 clusters Score -427008.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -427017.437500 Penalty: 2890.545166
	Iteration 32Q: 3 clusters Score -427017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -427022.531250 Penalty: 2890.545166
	Iteration 33Q: 3 clusters Score -427022.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -427028.187500 Penalty: 2890.545166
	Iteration 34Q: 3 clusters Score -427028.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -427034.281250 Penalty: 2890.545166
	Iteration 35Q: 3 clusters Score -427034.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -427043.437500 Penalty: 2890.545166
	Iteration 36Q: 3 clusters Score -427043.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -427057.062500 Penalty: 2890.545166
	Iteration 37Q: 3 clusters Score -427057.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -427064.437500 Penalty: 2890.545166
	Iteration 38Q: 3 clusters Score -427064.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -427071.062500 Penalty: 2890.545166
	Iteration 39Q: 3 clusters Score -427071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -427081.468750 Penalty: 2890.545166
	Iteration 40F: 3 clusters Score -427081.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -427091.968750 Penalty: 2890.545166
	Iteration 41Q: 3 clusters Score -427092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427104.937500 Penalty: 2890.545166
	Iteration 42Q: 3 clusters Score -427104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -427112.937500 Penalty: 2890.545166
	Iteration 43Q: 3 clusters Score -427112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427120.562500 Penalty: 2890.545166
	Iteration 44Q: 3 clusters Score -427120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -427128.781250 Penalty: 2890.545166
	Iteration 45Q: 3 clusters Score -427128.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427137.093750 Penalty: 2890.545166
	Iteration 46Q: 3 clusters Score -427137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -427143.125000 Penalty: 2890.545166
	Iteration 47Q: 3 clusters Score -427143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -427149.593750 Penalty: 2890.545166
	Iteration 48Q: 3 clusters Score -427149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -427154.250000 Penalty: 2890.545166
	Iteration 49Q: 3 clusters Score -427154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -427166.343750 Penalty: 2890.545166
	Iteration 50Q: 3 clusters Score -427166.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -427187.500000 Penalty: 2890.545166
	Iteration 51Q: 3 clusters Score -427187.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -427215.625000 Penalty: 2890.545166
	Iteration 52Q: 3 clusters Score -427215.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -427249.093750 Penalty: 2890.545166
	Iteration 53Q: 3 clusters Score -427249.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -427295.593750 Penalty: 2890.545166
	Iteration 54Q: 3 clusters Score -427295.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -427328.375000 Penalty: 2890.545166
	Iteration 55Q: 3 clusters Score -427328.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -427366.718750 Penalty: 2890.545166
	Iteration 56Q: 3 clusters Score -427366.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -427394.156250 Penalty: 2890.545166
	Iteration 57Q: 3 clusters Score -427394.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -427414.093750 Penalty: 2890.545166
	Iteration 58Q: 3 clusters Score -427414.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427423.343750 Penalty: 2890.545166
	Iteration 59Q: 3 clusters Score -427423.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -427430.125000 Penalty: 2890.545166
	Iteration 60F: 3 clusters Score -427430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -427437.531250 Penalty: 2890.545166
	Iteration 61Q: 3 clusters Score -427437.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427443.812500 Penalty: 2890.545166
	Iteration 62Q: 3 clusters Score -427443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -427446.937500 Penalty: 2890.545166
	Iteration 63Q: 3 clusters Score -427446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -427448.343750 Penalty: 2890.545166
	Iteration 64Q: 3 clusters Score -427448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -427449.562500 Penalty: 2890.545166
	Iteration 65Q: 3 clusters Score -427449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -427450.031250 Penalty: 2890.545166
	Iteration 66Q: 3 clusters Score -427450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -427450.312500 Penalty: 2890.545166
	Iteration 67Q: 3 clusters Score -427450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -427450.687500 Penalty: 2890.545166
	Iteration 68Q: 3 clusters Score -427450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -427451.750000 Penalty: 2890.545166
	Iteration 69Q: 3 clusters Score -427451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -427451.437500 Penalty: 2890.545166
	Iteration 70Q: 3 clusters Score -427451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -427451.437500 Penalty: 2890.545166
	Iteration 71F: 3 clusters Score -427451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 3573 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 7290 members 
Entering Unmasked Estep 
Score: -10562314.000000 Penalty: 43480.554688
Splitting cluster 6 changes total score from -10562832.000000 to -10562314.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -120877.679688 Penalty: 1256.082031
	Iteration 0F: 2 clusters Score -120877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -118630.703125 Penalty: 2512.164062
	Iteration 0F: 3 clusters Score -118630.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -119140.835938 Penalty: 2512.164062
	Iteration 1F: 3 clusters Score -119140.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -119311.320312 Penalty: 2512.164062
	Iteration 2F: 3 clusters Score -119311.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119396.906250 Penalty: 2512.164062
	Iteration 3F: 3 clusters Score -119396.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -119450.046875 Penalty: 2512.164062
	Iteration 4Q: 3 clusters Score -119450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119484.109375 Penalty: 2512.164062
	Iteration 5Q: 3 clusters Score -119484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -119504.250000 Penalty: 2512.164062
	Iteration 6Q: 3 clusters Score -119504.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -119514.945312 Penalty: 2512.164062
	Iteration 7Q: 3 clusters Score -119514.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -119533.562500 Penalty: 2512.164062
	Iteration 8Q: 3 clusters Score -119533.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -119543.031250 Penalty: 2512.164062
	Iteration 9Q: 3 clusters Score -119543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -119553.382812 Penalty: 2512.164062
	Iteration 10Q: 3 clusters Score -119553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -119562.570312 Penalty: 2512.164062
	Iteration 11Q: 3 clusters Score -119562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -119572.164062 Penalty: 2512.164062
	Iteration 12Q: 3 clusters Score -119572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -119578.640625 Penalty: 2512.164062
	Iteration 13Q: 3 clusters Score -119578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -119582.765625 Penalty: 2512.164062
	Iteration 14Q: 3 clusters Score -119582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -119584.882812 Penalty: 2512.164062
	Iteration 15Q: 3 clusters Score -119584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -119585.578125 Penalty: 2512.164062
	Iteration 16Q: 3 clusters Score -119585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -119587.476562 Penalty: 2512.164062
	Iteration 17Q: 3 clusters Score -119587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -119589.210938 Penalty: 2512.164062
	Iteration 18Q: 3 clusters Score -119589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -119589.835938 Penalty: 2512.164062
	Iteration 19Q: 3 clusters Score -119589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -119591.140625 Penalty: 2512.164062
	Iteration 20F: 3 clusters Score -119591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -119593.140625 Penalty: 2512.164062
	Iteration 21Q: 3 clusters Score -119593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -119595.343750 Penalty: 2512.164062
	Iteration 22Q: 3 clusters Score -119595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -119597.109375 Penalty: 2512.164062
	Iteration 23Q: 3 clusters Score -119597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -119599.007812 Penalty: 2512.164062
	Iteration 24Q: 3 clusters Score -119599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -119600.906250 Penalty: 2512.164062
	Iteration 25Q: 3 clusters Score -119600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -119602.226562 Penalty: 2512.164062
	Iteration 26Q: 3 clusters Score -119602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -119602.671875 Penalty: 2512.164062
	Iteration 27Q: 3 clusters Score -119602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -119604.726562 Penalty: 2512.164062
	Iteration 28Q: 3 clusters Score -119604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -119609.976562 Penalty: 2512.164062
	Iteration 29Q: 3 clusters Score -119610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -119613.609375 Penalty: 2512.164062
	Iteration 30Q: 3 clusters Score -119613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -119616.429688 Penalty: 2512.164062
	Iteration 31Q: 3 clusters Score -119616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -119620.015625 Penalty: 2512.164062
	Iteration 32Q: 3 clusters Score -119620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -119624.375000 Penalty: 2512.164062
	Iteration 33Q: 3 clusters Score -119624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -119625.351562 Penalty: 2512.164062
	Iteration 34Q: 3 clusters Score -119625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -119626.546875 Penalty: 2512.164062
	Iteration 35Q: 3 clusters Score -119626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -119628.523438 Penalty: 2512.164062
	Iteration 36Q: 3 clusters Score -119628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -119630.171875 Penalty: 2512.164062
	Iteration 37Q: 3 clusters Score -119630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -119632.382812 Penalty: 2512.164062
	Iteration 38Q: 3 clusters Score -119632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -119632.289062 Penalty: 2512.164062
	Iteration 39Q: 3 clusters Score -119632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -119632.289062 Penalty: 2512.164062
	Iteration 40F: 3 clusters Score -119632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Entering Unmasked Estep 
Score: -344485.812500 Penalty: 1410.884888
	Iteration 0F: 2 clusters Score -344485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -339928.906250 Penalty: 2821.769775
	Iteration 0F: 3 clusters Score -339928.9 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -341406.250000 Penalty: 2821.769775
	Iteration 1F: 3 clusters Score -341406.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -341733.156250 Penalty: 2821.769775
	Iteration 2F: 3 clusters Score -341733.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -341991.437500 Penalty: 2821.769775
	Iteration 3F: 3 clusters Score -341991.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -342232.531250 Penalty: 2821.769775
	Iteration 4F: 3 clusters Score -342232.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -342499.375000 Penalty: 2821.769775
	Iteration 5F: 3 clusters Score -342499.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -342738.000000 Penalty: 2821.769775
	Iteration 6F: 3 clusters Score -342738 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -342965.218750 Penalty: 2821.769775
	Iteration 7Q: 3 clusters Score -342965.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -343174.906250 Penalty: 2821.769775
	Iteration 8Q: 3 clusters Score -343174.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -343341.843750 Penalty: 2821.769775
	Iteration 9Q: 3 clusters Score -343341.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -343447.875000 Penalty: 2821.769775
	Iteration 10Q: 3 clusters Score -343447.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -343507.625000 Penalty: 2821.769775
	Iteration 11Q: 3 clusters Score -343507.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -343553.281250 Penalty: 2821.769775
	Iteration 12Q: 3 clusters Score -343553.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -343583.312500 Penalty: 2821.769775
	Iteration 13Q: 3 clusters Score -343583.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -343609.625000 Penalty: 2821.769775
	Iteration 14Q: 3 clusters Score -343609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -343623.062500 Penalty: 2821.769775
	Iteration 15Q: 3 clusters Score -343623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -343633.718750 Penalty: 2821.769775
	Iteration 16Q: 3 clusters Score -343633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -343640.468750 Penalty: 2821.769775
	Iteration 17Q: 3 clusters Score -343640.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -343646.281250 Penalty: 2821.769775
	Iteration 18Q: 3 clusters Score -343646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -343650.687500 Penalty: 2821.769775
	Iteration 19Q: 3 clusters Score -343650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -343656.375000 Penalty: 2821.769775
	Iteration 20F: 3 clusters Score -343656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -343662.625000 Penalty: 2821.769775
	Iteration 21Q: 3 clusters Score -343662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -343669.093750 Penalty: 2821.769775
	Iteration 22Q: 3 clusters Score -343669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -343673.875000 Penalty: 2821.769775
	Iteration 23Q: 3 clusters Score -343673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -343677.343750 Penalty: 2821.769775
	Iteration 24Q: 3 clusters Score -343677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -343679.875000 Penalty: 2821.769775
	Iteration 25Q: 3 clusters Score -343679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -343681.156250 Penalty: 2821.769775
	Iteration 26Q: 3 clusters Score -343681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -343683.687500 Penalty: 2821.769775
	Iteration 27Q: 3 clusters Score -343683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -343685.093750 Penalty: 2821.769775
	Iteration 28Q: 3 clusters Score -343685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -343685.968750 Penalty: 2821.769775
	Iteration 29Q: 3 clusters Score -343686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -343688.531250 Penalty: 2821.769775
	Iteration 30Q: 3 clusters Score -343688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -343690.093750 Penalty: 2821.769775
	Iteration 31Q: 3 clusters Score -343690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -343693.187500 Penalty: 2821.769775
	Iteration 32Q: 3 clusters Score -343693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -343695.625000 Penalty: 2821.769775
	Iteration 33Q: 3 clusters Score -343695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -343698.968750 Penalty: 2821.769775
	Iteration 34Q: 3 clusters Score -343699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -343701.281250 Penalty: 2821.769775
	Iteration 35Q: 3 clusters Score -343701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -343703.156250 Penalty: 2821.769775
	Iteration 36Q: 3 clusters Score -343703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -343705.437500 Penalty: 2821.769775
	Iteration 37Q: 3 clusters Score -343705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -343708.000000 Penalty: 2821.769775
	Iteration 38Q: 3 clusters Score -343708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -343710.062500 Penalty: 2821.769775
	Iteration 39Q: 3 clusters Score -343710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -343710.812500 Penalty: 2821.769775
	Iteration 40F: 3 clusters Score -343710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -343710.718750 Penalty: 2821.769775
	Iteration 41Q: 3 clusters Score -343710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -343710.718750 Penalty: 2821.769775
	Iteration 42F: 3 clusters Score -343710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -193825.671875 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -193825.7 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 1570 members 
Entering Unmasked Estep 
Score: -190985.328125 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -190985.3 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -191658.140625 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -191658.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -191792.437500 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -191792.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -191878.515625 Penalty: 2622.230957
	Iteration 3Q: 3 clusters Score -191878.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -191942.093750 Penalty: 2622.230957
	Iteration 4Q: 3 clusters Score -191942.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -191989.312500 Penalty: 2622.230957
	Iteration 5Q: 3 clusters Score -191989.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -192026.359375 Penalty: 2622.230957
	Iteration 6Q: 3 clusters Score -192026.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192060.640625 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -192060.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -192103.078125 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -192103.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -192148.734375 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -192148.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -192184.890625 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -192184.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192217.218750 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -192217.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192244.281250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -192244.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192271.343750 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -192271.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192299.156250 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -192299.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192324.000000 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -192324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192348.562500 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -192348.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192377.171875 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -192377.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192405.625000 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -192405.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192426.921875 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -192426.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192453.500000 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -192453.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192478.562500 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -192478.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192505.281250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -192505.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -192527.750000 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -192527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -192543.890625 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -192543.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -192558.125000 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -192558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -192574.875000 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -192574.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -192591.515625 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -192591.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -192605.125000 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -192605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -192621.218750 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -192621.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -192630.968750 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -192631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -192638.812500 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -192638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -192643.796875 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -192643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -192645.890625 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -192645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -192647.187500 Penalty: 2622.230957
	Iteration 34Q: 3 clusters Score -192647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -192649.812500 Penalty: 2622.230957
	Iteration 35Q: 3 clusters Score -192649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -192654.734375 Penalty: 2622.230957
	Iteration 36Q: 3 clusters Score -192654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -192658.078125 Penalty: 2622.230957
	Iteration 37Q: 3 clusters Score -192658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -192664.656250 Penalty: 2622.230957
	Iteration 38Q: 3 clusters Score -192664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -192665.984375 Penalty: 2622.230957
	Iteration 39Q: 3 clusters Score -192666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -192667.828125 Penalty: 2622.230957
	Iteration 40F: 3 clusters Score -192667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -192668.078125 Penalty: 2622.230957
	Iteration 41Q: 3 clusters Score -192668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -192668.921875 Penalty: 2622.230957
	Iteration 42Q: 3 clusters Score -192668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -192670.312500 Penalty: 2622.230957
	Iteration 43Q: 3 clusters Score -192670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -192670.656250 Penalty: 2622.230957
	Iteration 44Q: 3 clusters Score -192670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -192670.656250 Penalty: 2622.230957
	Iteration 45F: 3 clusters Score -192670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -210918.125000 Penalty: 1329.028809
	Iteration 0F: 2 clusters Score -210918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -207846.671875 Penalty: 2658.057617
	Iteration 0F: 3 clusters Score -207846.7 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -208717.125000 Penalty: 2658.057617
	Iteration 1F: 3 clusters Score -208717.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -208876.640625 Penalty: 2658.057617
	Iteration 2F: 3 clusters Score -208876.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -208954.593750 Penalty: 2658.057617
	Iteration 3Q: 3 clusters Score -208954.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -208993.640625 Penalty: 2658.057617
	Iteration 4Q: 3 clusters Score -208993.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -209010.093750 Penalty: 2658.057617
	Iteration 5Q: 3 clusters Score -209010.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -209021.812500 Penalty: 2658.057617
	Iteration 6Q: 3 clusters Score -209021.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -209034.625000 Penalty: 2658.057617
	Iteration 7Q: 3 clusters Score -209034.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -209045.312500 Penalty: 2658.057617
	Iteration 8Q: 3 clusters Score -209045.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -209051.843750 Penalty: 2658.057617
	Iteration 9Q: 3 clusters Score -209051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -209059.500000 Penalty: 2658.057617
	Iteration 10Q: 3 clusters Score -209059.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -209069.562500 Penalty: 2658.057617
	Iteration 11Q: 3 clusters Score -209069.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -209080.093750 Penalty: 2658.057617
	Iteration 12Q: 3 clusters Score -209080.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -209089.687500 Penalty: 2658.057617
	Iteration 13Q: 3 clusters Score -209089.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -209095.375000 Penalty: 2658.057617
	Iteration 14Q: 3 clusters Score -209095.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -209102.187500 Penalty: 2658.057617
	Iteration 15Q: 3 clusters Score -209102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -209107.687500 Penalty: 2658.057617
	Iteration 16Q: 3 clusters Score -209107.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -209114.078125 Penalty: 2658.057617
	Iteration 17Q: 3 clusters Score -209114.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -209120.718750 Penalty: 2658.057617
	Iteration 18Q: 3 clusters Score -209120.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -209127.625000 Penalty: 2658.057617
	Iteration 19Q: 3 clusters Score -209127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -209134.125000 Penalty: 2658.057617
	Iteration 20F: 3 clusters Score -209134.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -209142.265625 Penalty: 2658.057617
	Iteration 21Q: 3 clusters Score -209142.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -209149.937500 Penalty: 2658.057617
	Iteration 22Q: 3 clusters Score -209149.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -209156.968750 Penalty: 2658.057617
	Iteration 23Q: 3 clusters Score -209157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -209163.546875 Penalty: 2658.057617
	Iteration 24Q: 3 clusters Score -209163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -209171.625000 Penalty: 2658.057617
	Iteration 25Q: 3 clusters Score -209171.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -209180.015625 Penalty: 2658.057617
	Iteration 26Q: 3 clusters Score -209180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -209187.171875 Penalty: 2658.057617
	Iteration 27Q: 3 clusters Score -209187.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -209192.531250 Penalty: 2658.057617
	Iteration 28Q: 3 clusters Score -209192.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -209201.265625 Penalty: 2658.057617
	Iteration 29Q: 3 clusters Score -209201.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -209210.093750 Penalty: 2658.057617
	Iteration 30Q: 3 clusters Score -209210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -209217.828125 Penalty: 2658.057617
	Iteration 31Q: 3 clusters Score -209217.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -209228.843750 Penalty: 2658.057617
	Iteration 32Q: 3 clusters Score -209228.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -209241.812500 Penalty: 2658.057617
	Iteration 33Q: 3 clusters Score -209241.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -209255.562500 Penalty: 2658.057617
	Iteration 34Q: 3 clusters Score -209255.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -209270.593750 Penalty: 2658.057617
	Iteration 35Q: 3 clusters Score -209270.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -209283.906250 Penalty: 2658.057617
	Iteration 36Q: 3 clusters Score -209283.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -209296.937500 Penalty: 2658.057617
	Iteration 37Q: 3 clusters Score -209296.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -209315.187500 Penalty: 2658.057617
	Iteration 38Q: 3 clusters Score -209315.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -209333.578125 Penalty: 2658.057617
	Iteration 39Q: 3 clusters Score -209333.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -209360.234375 Penalty: 2658.057617
	Iteration 40F: 3 clusters Score -209360.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -209386.984375 Penalty: 2658.057617
	Iteration 41Q: 3 clusters Score -209387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -209417.656250 Penalty: 2658.057617
	Iteration 42Q: 3 clusters Score -209417.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -209454.812500 Penalty: 2658.057617
	Iteration 43Q: 3 clusters Score -209454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -209493.593750 Penalty: 2658.057617
	Iteration 44Q: 3 clusters Score -209493.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -209531.031250 Penalty: 2658.057617
	Iteration 45Q: 3 clusters Score -209531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -209551.265625 Penalty: 2658.057617
	Iteration 46Q: 3 clusters Score -209551.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -209567.937500 Penalty: 2658.057617
	Iteration 47Q: 3 clusters Score -209567.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -209582.921875 Penalty: 2658.057617
	Iteration 48Q: 3 clusters Score -209582.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -209597.578125 Penalty: 2658.057617
	Iteration 49Q: 3 clusters Score -209597.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -209611.421875 Penalty: 2658.057617
	Iteration 50Q: 3 clusters Score -209611.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -209628.937500 Penalty: 2658.057617
	Iteration 51Q: 3 clusters Score -209628.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -209647.625000 Penalty: 2658.057617
	Iteration 52Q: 3 clusters Score -209647.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -209663.703125 Penalty: 2658.057617
	Iteration 53Q: 3 clusters Score -209663.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -209674.953125 Penalty: 2658.057617
	Iteration 54Q: 3 clusters Score -209675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -209680.859375 Penalty: 2658.057617
	Iteration 55Q: 3 clusters Score -209680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -209685.390625 Penalty: 2658.057617
	Iteration 56Q: 3 clusters Score -209685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -209692.828125 Penalty: 2658.057617
	Iteration 57Q: 3 clusters Score -209692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -209698.968750 Penalty: 2658.057617
	Iteration 58Q: 3 clusters Score -209699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -209706.546875 Penalty: 2658.057617
	Iteration 59Q: 3 clusters Score -209706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -209714.781250 Penalty: 2658.057617
	Iteration 60F: 3 clusters Score -209714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -209723.500000 Penalty: 2658.057617
	Iteration 61Q: 3 clusters Score -209723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -209726.765625 Penalty: 2658.057617
	Iteration 62Q: 3 clusters Score -209726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -209732.109375 Penalty: 2658.057617
	Iteration 63Q: 3 clusters Score -209732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -209732.750000 Penalty: 2658.057617
	Iteration 64Q: 3 clusters Score -209732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -209732.921875 Penalty: 2658.057617
	Iteration 65Q: 3 clusters Score -209732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -209737.703125 Penalty: 2658.057617
	Iteration 66Q: 3 clusters Score -209737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -209741.578125 Penalty: 2658.057617
	Iteration 67Q: 3 clusters Score -209741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -209745.890625 Penalty: 2658.057617
	Iteration 68Q: 3 clusters Score -209745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -209750.453125 Penalty: 2658.057617
	Iteration 69Q: 3 clusters Score -209750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -209752.406250 Penalty: 2658.057617
	Iteration 70Q: 3 clusters Score -209752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -209753.484375 Penalty: 2658.057617
	Iteration 71Q: 3 clusters Score -209753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -209755.875000 Penalty: 2658.057617
	Iteration 72Q: 3 clusters Score -209755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -209758.062500 Penalty: 2658.057617
	Iteration 73Q: 3 clusters Score -209758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -209758.062500 Penalty: 2658.057617
	Iteration 74F: 3 clusters Score -209758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -553112.562500 Penalty: 1482.989502
	Iteration 0F: 2 clusters Score -553112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -546466.437500 Penalty: 2965.979004
	Iteration 0F: 3 clusters Score -546466.4 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -548530.875000 Penalty: 2965.979004
	Iteration 1F: 3 clusters Score -548530.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -548786.250000 Penalty: 2965.979004
	Iteration 2F: 3 clusters Score -548786.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -548981.062500 Penalty: 2965.979004
	Iteration 3F: 3 clusters Score -548981.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -549155.125000 Penalty: 2965.979004
	Iteration 4Q: 3 clusters Score -549155.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -549343.375000 Penalty: 2965.979004
	Iteration 5Q: 3 clusters Score -549343.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -549551.312500 Penalty: 2965.979004
	Iteration 6Q: 3 clusters Score -549551.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -549784.437500 Penalty: 2965.979004
	Iteration 7Q: 3 clusters Score -549784.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -550064.562500 Penalty: 2965.979004
	Iteration 8F: 3 clusters Score -550064.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -550360.687500 Penalty: 2965.979004
	Iteration 9Q: 3 clusters Score -550360.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -550692.125000 Penalty: 2965.979004
	Iteration 10F: 3 clusters Score -550692.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -551030.187500 Penalty: 2965.979004
	Iteration 11Q: 3 clusters Score -551030.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -551331.250000 Penalty: 2965.979004
	Iteration 12Q: 3 clusters Score -551331.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -551533.062500 Penalty: 2965.979004
	Iteration 13Q: 3 clusters Score -551533.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -551648.687500 Penalty: 2965.979004
	Iteration 14Q: 3 clusters Score -551648.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -551731.000000 Penalty: 2965.979004
	Iteration 15Q: 3 clusters Score -551731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -551778.000000 Penalty: 2965.979004
	Iteration 16Q: 3 clusters Score -551778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -551801.187500 Penalty: 2965.979004
	Iteration 17Q: 3 clusters Score -551801.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -551822.937500 Penalty: 2965.979004
	Iteration 18Q: 3 clusters Score -551822.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -551842.000000 Penalty: 2965.979004
	Iteration 19Q: 3 clusters Score -551842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -551852.687500 Penalty: 2965.979004
	Iteration 20F: 3 clusters Score -551852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -551857.250000 Penalty: 2965.979004
	Iteration 21Q: 3 clusters Score -551857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -551859.437500 Penalty: 2965.979004
	Iteration 22Q: 3 clusters Score -551859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -551861.375000 Penalty: 2965.979004
	Iteration 23Q: 3 clusters Score -551861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -551867.625000 Penalty: 2965.979004
	Iteration 24Q: 3 clusters Score -551867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -551875.062500 Penalty: 2965.979004
	Iteration 25Q: 3 clusters Score -551875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -551880.062500 Penalty: 2965.979004
	Iteration 26Q: 3 clusters Score -551880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -551885.062500 Penalty: 2965.979004
	Iteration 27Q: 3 clusters Score -551885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -551890.375000 Penalty: 2965.979004
	Iteration 28Q: 3 clusters Score -551890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -551894.250000 Penalty: 2965.979004
	Iteration 29Q: 3 clusters Score -551894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -551894.375000 Penalty: 2965.979004
	Iteration 30Q: 3 clusters Score -551894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -551894.375000 Penalty: 2965.979004
	Iteration 31F: 3 clusters Score -551894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -459772.625000 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -459772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -453562.093750 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -453562.1 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -455583.718750 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -455583.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -455849.218750 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -455849.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -456083.718750 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -456083.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -456372.187500 Penalty: 2937.545898
	Iteration 4F: 3 clusters Score -456372.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -456683.375000 Penalty: 2937.545898
	Iteration 5F: 3 clusters Score -456683.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -456993.750000 Penalty: 2937.545898
	Iteration 6F: 3 clusters Score -456993.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -457277.531250 Penalty: 2937.545898
	Iteration 7Q: 3 clusters Score -457277.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -457519.843750 Penalty: 2937.545898
	Iteration 8Q: 3 clusters Score -457519.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -457757.906250 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -457757.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -457957.593750 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -457957.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -458116.593750 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -458116.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -458229.375000 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -458229.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -458322.781250 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -458322.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -458411.718750 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -458411.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -458480.093750 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -458480.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -458540.437500 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -458540.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -458578.906250 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -458578.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -458605.125000 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -458605.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -458623.406250 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -458623.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -458635.312500 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -458635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -458642.656250 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -458642.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -458649.343750 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -458649.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -458654.500000 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -458654.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -458658.000000 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -458658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -458661.656250 Penalty: 2937.545898
	Iteration 25Q: 3 clusters Score -458661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -458663.125000 Penalty: 2937.545898
	Iteration 26Q: 3 clusters Score -458663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -458665.812500 Penalty: 2937.545898
	Iteration 27Q: 3 clusters Score -458665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -458668.531250 Penalty: 2937.545898
	Iteration 28Q: 3 clusters Score -458668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -458670.500000 Penalty: 2937.545898
	Iteration 29Q: 3 clusters Score -458670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -458674.250000 Penalty: 2937.545898
	Iteration 30Q: 3 clusters Score -458674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -458675.218750 Penalty: 2937.545898
	Iteration 31Q: 3 clusters Score -458675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -458677.906250 Penalty: 2937.545898
	Iteration 32Q: 3 clusters Score -458677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -458679.593750 Penalty: 2937.545898
	Iteration 33Q: 3 clusters Score -458679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -458680.375000 Penalty: 2937.545898
	Iteration 34Q: 3 clusters Score -458680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -458682.968750 Penalty: 2937.545898
	Iteration 35Q: 3 clusters Score -458683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -458684.375000 Penalty: 2937.545898
	Iteration 36Q: 3 clusters Score -458684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -458684.156250 Penalty: 2937.545898
	Iteration 37Q: 3 clusters Score -458684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -458687.093750 Penalty: 2937.545898
	Iteration 38Q: 3 clusters Score -458687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -458688.750000 Penalty: 2937.545898
	Iteration 39Q: 3 clusters Score -458688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -458689.000000 Penalty: 2937.545898
	Iteration 40F: 3 clusters Score -458689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -223936.390625 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -223936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -220849.015625 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -220849 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -221588.843750 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -221588.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -221753.046875 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -221753 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -221866.671875 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -221866.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -221972.968750 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -221973 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -222072.250000 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -222072.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -222161.406250 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -222161.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -222227.781250 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -222227.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -222298.343750 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -222298.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -222349.984375 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -222350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -222396.312500 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -222396.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -222442.390625 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -222442.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -222473.843750 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -222473.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -222498.109375 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -222498.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -222515.578125 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -222515.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -222530.031250 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -222530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -222549.031250 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -222549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -222560.671875 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -222560.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -222570.515625 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -222570.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -222579.328125 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -222579.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -222590.625000 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -222590.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -222597.718750 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -222597.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -222606.500000 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -222606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -222614.109375 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -222614.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -222623.531250 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -222623.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -222631.515625 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -222631.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -222641.781250 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -222641.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -222653.546875 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -222653.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -222665.109375 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -222665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -222674.890625 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -222674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -222687.609375 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -222687.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -222697.890625 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -222697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -222704.718750 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -222704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -222715.359375 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -222715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -222723.890625 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -222723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -222731.875000 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -222731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -222735.031250 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -222735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -222738.859375 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -222738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -222743.484375 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -222743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -222747.250000 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -222747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -222750.109375 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -222750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -222754.234375 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -222754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -222758.500000 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -222758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -222762.671875 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -222762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -222766.250000 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -222766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -222769.078125 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -222769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -222774.109375 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -222774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -222779.546875 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -222779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -222783.406250 Penalty: 2658.877197
	Iteration 48Q: 3 clusters Score -222783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -222785.781250 Penalty: 2658.877197
	Iteration 49Q: 3 clusters Score -222785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -222786.843750 Penalty: 2658.877197
	Iteration 50Q: 3 clusters Score -222786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -222786.843750 Penalty: 2658.877197
	Iteration 51F: 3 clusters Score -222786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -263888.250000 Penalty: 1380.694580
	Iteration 0F: 2 clusters Score -263888.2 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 2427 members 
Entering Unmasked Estep 
Score: -260004.078125 Penalty: 2761.389160
	Iteration 0F: 3 clusters Score -260004.1 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -261059.875000 Penalty: 2761.389160
	Iteration 1F: 3 clusters Score -261059.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -261290.031250 Penalty: 2761.389160
	Iteration 2F: 3 clusters Score -261290 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -261473.218750 Penalty: 2761.389160
	Iteration 3F: 3 clusters Score -261473.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -261602.437500 Penalty: 2761.389160
	Iteration 4Q: 3 clusters Score -261602.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -261704.843750 Penalty: 2761.389160
	Iteration 5Q: 3 clusters Score -261704.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -261779.031250 Penalty: 2761.389160
	Iteration 6Q: 3 clusters Score -261779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -261845.796875 Penalty: 2761.389160
	Iteration 7Q: 3 clusters Score -261845.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -261893.109375 Penalty: 2761.389160
	Iteration 8Q: 3 clusters Score -261893.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -261942.421875 Penalty: 2761.389160
	Iteration 9Q: 3 clusters Score -261942.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -261991.109375 Penalty: 2761.389160
	Iteration 10Q: 3 clusters Score -261991.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -262042.687500 Penalty: 2761.389160
	Iteration 11Q: 3 clusters Score -262042.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -262089.515625 Penalty: 2761.389160
	Iteration 12Q: 3 clusters Score -262089.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -262125.109375 Penalty: 2761.389160
	Iteration 13Q: 3 clusters Score -262125.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -262150.031250 Penalty: 2761.389160
	Iteration 14Q: 3 clusters Score -262150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -262165.718750 Penalty: 2761.389160
	Iteration 15Q: 3 clusters Score -262165.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -262182.312500 Penalty: 2761.389160
	Iteration 16Q: 3 clusters Score -262182.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -262201.312500 Penalty: 2761.389160
	Iteration 17Q: 3 clusters Score -262201.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -262216.781250 Penalty: 2761.389160
	Iteration 18Q: 3 clusters Score -262216.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -262232.375000 Penalty: 2761.389160
	Iteration 19Q: 3 clusters Score -262232.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -262245.812500 Penalty: 2761.389160
	Iteration 20F: 3 clusters Score -262245.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -262256.406250 Penalty: 2761.389160
	Iteration 21Q: 3 clusters Score -262256.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -262263.281250 Penalty: 2761.389160
	Iteration 22Q: 3 clusters Score -262263.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -262270.062500 Penalty: 2761.389160
	Iteration 23Q: 3 clusters Score -262270.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -262277.187500 Penalty: 2761.389160
	Iteration 24Q: 3 clusters Score -262277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -262282.000000 Penalty: 2761.389160
	Iteration 25Q: 3 clusters Score -262282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -262286.062500 Penalty: 2761.389160
	Iteration 26Q: 3 clusters Score -262286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -262289.343750 Penalty: 2761.389160
	Iteration 27Q: 3 clusters Score -262289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -262291.718750 Penalty: 2761.389160
	Iteration 28Q: 3 clusters Score -262291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -262294.187500 Penalty: 2761.389160
	Iteration 29Q: 3 clusters Score -262294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -262295.625000 Penalty: 2761.389160
	Iteration 30Q: 3 clusters Score -262295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -262297.593750 Penalty: 2761.389160
	Iteration 31Q: 3 clusters Score -262297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -262300.187500 Penalty: 2761.389160
	Iteration 32Q: 3 clusters Score -262300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -262304.375000 Penalty: 2761.389160
	Iteration 33Q: 3 clusters Score -262304.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -262308.000000 Penalty: 2761.389160
	Iteration 34Q: 3 clusters Score -262308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -262312.625000 Penalty: 2761.389160
	Iteration 35Q: 3 clusters Score -262312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -262317.843750 Penalty: 2761.389160
	Iteration 36Q: 3 clusters Score -262317.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -262320.156250 Penalty: 2761.389160
	Iteration 37Q: 3 clusters Score -262320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -262323.718750 Penalty: 2761.389160
	Iteration 38Q: 3 clusters Score -262323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -262326.093750 Penalty: 2761.389160
	Iteration 39Q: 3 clusters Score -262326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -262329.437500 Penalty: 2761.389160
	Iteration 40F: 3 clusters Score -262329.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -262331.125000 Penalty: 2761.389160
	Iteration 41Q: 3 clusters Score -262331.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -262335.156250 Penalty: 2761.389160
	Iteration 42Q: 3 clusters Score -262335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -262339.125000 Penalty: 2761.389160
	Iteration 43Q: 3 clusters Score -262339.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -262343.812500 Penalty: 2761.389160
	Iteration 44Q: 3 clusters Score -262343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -262347.187500 Penalty: 2761.389160
	Iteration 45Q: 3 clusters Score -262347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -262350.031250 Penalty: 2761.389160
	Iteration 46Q: 3 clusters Score -262350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -262352.343750 Penalty: 2761.389160
	Iteration 47Q: 3 clusters Score -262352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -262354.156250 Penalty: 2761.389160
	Iteration 48Q: 3 clusters Score -262354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -262356.843750 Penalty: 2761.389160
	Iteration 49Q: 3 clusters Score -262356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -262358.625000 Penalty: 2761.389160
	Iteration 50Q: 3 clusters Score -262358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -262360.812500 Penalty: 2761.389160
	Iteration 51Q: 3 clusters Score -262360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -262365.062500 Penalty: 2761.389160
	Iteration 52Q: 3 clusters Score -262365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -262368.531250 Penalty: 2761.389160
	Iteration 53Q: 3 clusters Score -262368.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -262373.718750 Penalty: 2761.389160
	Iteration 54Q: 3 clusters Score -262373.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -262378.500000 Penalty: 2761.389160
	Iteration 55Q: 3 clusters Score -262378.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -262383.250000 Penalty: 2761.389160
	Iteration 56Q: 3 clusters Score -262383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -262387.187500 Penalty: 2761.389160
	Iteration 57Q: 3 clusters Score -262387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -262395.906250 Penalty: 2761.389160
	Iteration 58Q: 3 clusters Score -262395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -262406.937500 Penalty: 2761.389160
	Iteration 59Q: 3 clusters Score -262406.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -262417.906250 Penalty: 2761.389160
	Iteration 60F: 3 clusters Score -262417.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -262427.625000 Penalty: 2761.389160
	Iteration 61Q: 3 clusters Score -262427.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -262435.156250 Penalty: 2761.389160
	Iteration 62Q: 3 clusters Score -262435.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -262443.406250 Penalty: 2761.389160
	Iteration 63Q: 3 clusters Score -262443.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -262450.687500 Penalty: 2761.389160
	Iteration 64Q: 3 clusters Score -262450.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -262460.031250 Penalty: 2761.389160
	Iteration 65Q: 3 clusters Score -262460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -262473.656250 Penalty: 2761.389160
	Iteration 66Q: 3 clusters Score -262473.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -262486.343750 Penalty: 2761.389160
	Iteration 67Q: 3 clusters Score -262486.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -262501.843750 Penalty: 2761.389160
	Iteration 68Q: 3 clusters Score -262501.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -262517.156250 Penalty: 2761.389160
	Iteration 69Q: 3 clusters Score -262517.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -262533.000000 Penalty: 2761.389160
	Iteration 70Q: 3 clusters Score -262533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -262547.031250 Penalty: 2761.389160
	Iteration 71Q: 3 clusters Score -262547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -262566.531250 Penalty: 2761.389160
	Iteration 72Q: 3 clusters Score -262566.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -262585.968750 Penalty: 2761.389160
	Iteration 73Q: 3 clusters Score -262586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -262607.593750 Penalty: 2761.389160
	Iteration 74Q: 3 clusters Score -262607.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -262624.656250 Penalty: 2761.389160
	Iteration 75Q: 3 clusters Score -262624.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -262637.281250 Penalty: 2761.389160
	Iteration 76Q: 3 clusters Score -262637.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -262646.281250 Penalty: 2761.389160
	Iteration 77Q: 3 clusters Score -262646.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -262655.656250 Penalty: 2761.389160
	Iteration 78Q: 3 clusters Score -262655.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -262663.031250 Penalty: 2761.389160
	Iteration 79Q: 3 clusters Score -262663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -262670.812500 Penalty: 2761.389160
	Iteration 80F: 3 clusters Score -262670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -262678.218750 Penalty: 2761.389160
	Iteration 81Q: 3 clusters Score -262678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -262683.093750 Penalty: 2761.389160
	Iteration 82Q: 3 clusters Score -262683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -262690.656250 Penalty: 2761.389160
	Iteration 83Q: 3 clusters Score -262690.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -262698.250000 Penalty: 2761.389160
	Iteration 84Q: 3 clusters Score -262698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -262707.687500 Penalty: 2761.389160
	Iteration 85Q: 3 clusters Score -262707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -262715.968750 Penalty: 2761.389160
	Iteration 86Q: 3 clusters Score -262716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -262722.875000 Penalty: 2761.389160
	Iteration 87Q: 3 clusters Score -262722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -262727.718750 Penalty: 2761.389160
	Iteration 88Q: 3 clusters Score -262727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -262730.781250 Penalty: 2761.389160
	Iteration 89Q: 3 clusters Score -262730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -262731.781250 Penalty: 2761.389160
	Iteration 90Q: 3 clusters Score -262731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -262733.781250 Penalty: 2761.389160
	Iteration 91Q: 3 clusters Score -262733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -262736.656250 Penalty: 2761.389160
	Iteration 92Q: 3 clusters Score -262736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -262736.812500 Penalty: 2761.389160
	Iteration 93Q: 3 clusters Score -262736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -262736.812500 Penalty: 2761.389160
	Iteration 94F: 3 clusters Score -262736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -180887.125000 Penalty: 1332.234131
	Iteration 0F: 2 clusters Score -180887.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -177796.843750 Penalty: 2664.468262
	Iteration 0F: 3 clusters Score -177796.8 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -178747.781250 Penalty: 2664.468262
	Iteration 1F: 3 clusters Score -178747.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -178968.265625 Penalty: 2664.468262
	Iteration 2F: 3 clusters Score -178968.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -179104.281250 Penalty: 2664.468262
	Iteration 3F: 3 clusters Score -179104.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -179213.156250 Penalty: 2664.468262
	Iteration 4Q: 3 clusters Score -179213.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -179315.125000 Penalty: 2664.468262
	Iteration 5Q: 3 clusters Score -179315.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -179402.343750 Penalty: 2664.468262
	Iteration 6Q: 3 clusters Score -179402.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -179486.296875 Penalty: 2664.468262
	Iteration 7Q: 3 clusters Score -179486.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -179565.140625 Penalty: 2664.468262
	Iteration 8Q: 3 clusters Score -179565.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -179654.937500 Penalty: 2664.468262
	Iteration 9Q: 3 clusters Score -179654.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -179724.140625 Penalty: 2664.468262
	Iteration 10Q: 3 clusters Score -179724.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -179794.328125 Penalty: 2664.468262
	Iteration 11Q: 3 clusters Score -179794.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -179852.515625 Penalty: 2664.468262
	Iteration 12Q: 3 clusters Score -179852.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -179908.000000 Penalty: 2664.468262
	Iteration 13Q: 3 clusters Score -179908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -179945.609375 Penalty: 2664.468262
	Iteration 14Q: 3 clusters Score -179945.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -179975.531250 Penalty: 2664.468262
	Iteration 15Q: 3 clusters Score -179975.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -180001.671875 Penalty: 2664.468262
	Iteration 16Q: 3 clusters Score -180001.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -180026.968750 Penalty: 2664.468262
	Iteration 17Q: 3 clusters Score -180027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -180047.593750 Penalty: 2664.468262
	Iteration 18Q: 3 clusters Score -180047.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -180065.718750 Penalty: 2664.468262
	Iteration 19Q: 3 clusters Score -180065.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -180088.250000 Penalty: 2664.468262
	Iteration 20F: 3 clusters Score -180088.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -180106.546875 Penalty: 2664.468262
	Iteration 21Q: 3 clusters Score -180106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -180117.718750 Penalty: 2664.468262
	Iteration 22Q: 3 clusters Score -180117.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -180126.500000 Penalty: 2664.468262
	Iteration 23Q: 3 clusters Score -180126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -180130.218750 Penalty: 2664.468262
	Iteration 24Q: 3 clusters Score -180130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -180133.062500 Penalty: 2664.468262
	Iteration 25Q: 3 clusters Score -180133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -180134.562500 Penalty: 2664.468262
	Iteration 26Q: 3 clusters Score -180134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -180135.203125 Penalty: 2664.468262
	Iteration 27Q: 3 clusters Score -180135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -180135.875000 Penalty: 2664.468262
	Iteration 28Q: 3 clusters Score -180135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -180135.875000 Penalty: 2664.468262
	Iteration 29F: 3 clusters Score -180135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -1394811.375000 Penalty: 1633.854614
	Iteration 0F: 2 clusters Score -1394811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1378983.125000 Penalty: 3267.709229
	Iteration 0F: 3 clusters Score -1378983 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1384746.875000 Penalty: 3267.709229
	Iteration 1F: 3 clusters Score -1384747 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1385063.375000 Penalty: 3267.709229
	Iteration 2Q: 3 clusters Score -1385063 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1385348.000000 Penalty: 3267.709229
	Iteration 3Q: 3 clusters Score -1385348 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1385643.000000 Penalty: 3267.709229
	Iteration 4Q: 3 clusters Score -1385643 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1386076.375000 Penalty: 3267.709229
	Iteration 5Q: 3 clusters Score -1386076 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1386690.750000 Penalty: 3267.709229
	Iteration 6F: 3 clusters Score -1386691 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1387414.250000 Penalty: 3267.709229
	Iteration 7F: 3 clusters Score -1387414 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1388359.125000 Penalty: 3267.709229
	Iteration 8F: 3 clusters Score -1388359 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1389393.250000 Penalty: 3267.709229
	Iteration 9F: 3 clusters Score -1389393 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1390446.625000 Penalty: 3267.709229
	Iteration 10F: 3 clusters Score -1390447 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1391356.250000 Penalty: 3267.709229
	Iteration 11Q: 3 clusters Score -1391356 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1392076.250000 Penalty: 3267.709229
	Iteration 12Q: 3 clusters Score -1392076 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1392494.875000 Penalty: 3267.709229
	Iteration 13Q: 3 clusters Score -1392495 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1392787.750000 Penalty: 3267.709229
	Iteration 14Q: 3 clusters Score -1392788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -1392955.500000 Penalty: 3267.709229
	Iteration 15Q: 3 clusters Score -1392956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -1393089.000000 Penalty: 3267.709229
	Iteration 16Q: 3 clusters Score -1393089 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -1393198.500000 Penalty: 3267.709229
	Iteration 17Q: 3 clusters Score -1393198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -1393255.125000 Penalty: 3267.709229
	Iteration 18Q: 3 clusters Score -1393255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -1393299.500000 Penalty: 3267.709229
	Iteration 19Q: 3 clusters Score -1393300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1393339.375000 Penalty: 3267.709229
	Iteration 20F: 3 clusters Score -1393339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -1393371.250000 Penalty: 3267.709229
	Iteration 21Q: 3 clusters Score -1393371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -1393396.500000 Penalty: 3267.709229
	Iteration 22Q: 3 clusters Score -1393396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -1393417.000000 Penalty: 3267.709229
	Iteration 23Q: 3 clusters Score -1393417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -1393440.375000 Penalty: 3267.709229
	Iteration 24Q: 3 clusters Score -1393440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1393456.625000 Penalty: 3267.709229
	Iteration 25Q: 3 clusters Score -1393457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1393471.000000 Penalty: 3267.709229
	Iteration 26Q: 3 clusters Score -1393471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1393477.500000 Penalty: 3267.709229
	Iteration 27Q: 3 clusters Score -1393478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1393485.375000 Penalty: 3267.709229
	Iteration 28Q: 3 clusters Score -1393485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1393502.250000 Penalty: 3267.709229
	Iteration 29Q: 3 clusters Score -1393502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1393518.000000 Penalty: 3267.709229
	Iteration 30Q: 3 clusters Score -1393518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1393530.375000 Penalty: 3267.709229
	Iteration 31Q: 3 clusters Score -1393530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1393537.125000 Penalty: 3267.709229
	Iteration 32Q: 3 clusters Score -1393537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1393540.625000 Penalty: 3267.709229
	Iteration 33Q: 3 clusters Score -1393541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -1393546.375000 Penalty: 3267.709229
	Iteration 34Q: 3 clusters Score -1393546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -1393547.875000 Penalty: 3267.709229
	Iteration 35Q: 3 clusters Score -1393548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1393549.250000 Penalty: 3267.709229
	Iteration 36Q: 3 clusters Score -1393549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -1393550.250000 Penalty: 3267.709229
	Iteration 37Q: 3 clusters Score -1393550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -1393550.125000 Penalty: 3267.709229
	Iteration 38Q: 3 clusters Score -1393550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -1393549.875000 Penalty: 3267.709229
	Iteration 39Q: 3 clusters Score -1393550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -1393551.000000 Penalty: 3267.709229
	Iteration 40F: 3 clusters Score -1393551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -92917.867188 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -92917.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -90916.328125 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -90916.33 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -91325.148438 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -91325.15 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -91431.953125 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -91431.95 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -91491.734375 Penalty: 2447.754395
	Iteration 3Q: 3 clusters Score -91491.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -91526.234375 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -91526.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -91550.515625 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -91550.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -91580.062500 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -91580.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -91593.656250 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -91593.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -91603.734375 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -91603.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -91613.492188 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -91613.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91624.726562 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -91624.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -91630.812500 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -91630.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91635.796875 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -91635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -91639.195312 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -91639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91643.750000 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -91643.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91645.734375 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -91645.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91647.039062 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -91647.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -91650.187500 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -91650.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -91651.507812 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -91651.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -91652.273438 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -91652.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -91652.554688 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -91652.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -632167.437500 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -632167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -624124.125000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -624124.1 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -626900.562500 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -626900.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -627233.562500 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -627233.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -627474.937500 Penalty: 3035.145508
	Iteration 3F: 3 clusters Score -627474.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -627668.375000 Penalty: 3035.145508
	Iteration 4Q: 3 clusters Score -627668.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -627828.000000 Penalty: 3035.145508
	Iteration 5Q: 3 clusters Score -627828 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -627976.812500 Penalty: 3035.145508
	Iteration 6Q: 3 clusters Score -627976.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -628125.812500 Penalty: 3035.145508
	Iteration 7Q: 3 clusters Score -628125.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -628281.062500 Penalty: 3035.145508
	Iteration 8Q: 3 clusters Score -628281.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -628430.437500 Penalty: 3035.145508
	Iteration 9Q: 3 clusters Score -628430.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -628598.375000 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -628598.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -628746.625000 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -628746.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -628908.812500 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -628908.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -629069.812500 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -629069.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -629229.812500 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -629229.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -629350.937500 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -629350.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -629435.312500 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -629435.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -629488.500000 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -629488.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -629528.187500 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -629528.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -629559.375000 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -629559.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -629577.875000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -629577.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -629600.062500 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -629600.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -629624.500000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -629624.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -629644.250000 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -629644.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -629660.437500 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -629660.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -629677.312500 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -629677.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -629690.437500 Penalty: 3035.145508
	Iteration 26Q: 3 clusters Score -629690.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -629706.687500 Penalty: 3035.145508
	Iteration 27Q: 3 clusters Score -629706.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -629718.812500 Penalty: 3035.145508
	Iteration 28Q: 3 clusters Score -629718.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -629728.500000 Penalty: 3035.145508
	Iteration 29Q: 3 clusters Score -629728.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -629741.875000 Penalty: 3035.145508
	Iteration 30Q: 3 clusters Score -629741.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -629755.812500 Penalty: 3035.145508
	Iteration 31Q: 3 clusters Score -629755.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -629768.437500 Penalty: 3035.145508
	Iteration 32Q: 3 clusters Score -629768.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -629781.312500 Penalty: 3035.145508
	Iteration 33Q: 3 clusters Score -629781.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -629792.937500 Penalty: 3035.145508
	Iteration 34Q: 3 clusters Score -629792.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -629804.437500 Penalty: 3035.145508
	Iteration 35Q: 3 clusters Score -629804.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -629813.625000 Penalty: 3035.145508
	Iteration 36Q: 3 clusters Score -629813.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -629824.062500 Penalty: 3035.145508
	Iteration 37Q: 3 clusters Score -629824.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -629837.812500 Penalty: 3035.145508
	Iteration 38Q: 3 clusters Score -629837.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -629853.250000 Penalty: 3035.145508
	Iteration 39Q: 3 clusters Score -629853.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -629861.250000 Penalty: 3035.145508
	Iteration 40F: 3 clusters Score -629861.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -629870.312500 Penalty: 3035.145508
	Iteration 41Q: 3 clusters Score -629870.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -629875.625000 Penalty: 3035.145508
	Iteration 42Q: 3 clusters Score -629875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -629882.687500 Penalty: 3035.145508
	Iteration 43Q: 3 clusters Score -629882.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -629891.125000 Penalty: 3035.145508
	Iteration 44Q: 3 clusters Score -629891.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -629901.750000 Penalty: 3035.145508
	Iteration 45Q: 3 clusters Score -629901.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -629909.500000 Penalty: 3035.145508
	Iteration 46Q: 3 clusters Score -629909.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -629917.937500 Penalty: 3035.145508
	Iteration 47Q: 3 clusters Score -629917.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -629926.312500 Penalty: 3035.145508
	Iteration 48Q: 3 clusters Score -629926.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -629933.625000 Penalty: 3035.145508
	Iteration 49Q: 3 clusters Score -629933.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -629943.437500 Penalty: 3035.145508
	Iteration 50Q: 3 clusters Score -629943.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -629954.937500 Penalty: 3035.145508
	Iteration 51Q: 3 clusters Score -629954.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -629967.625000 Penalty: 3035.145508
	Iteration 52Q: 3 clusters Score -629967.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -629980.437500 Penalty: 3035.145508
	Iteration 53Q: 3 clusters Score -629980.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -629990.437500 Penalty: 3035.145508
	Iteration 54Q: 3 clusters Score -629990.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -630003.500000 Penalty: 3035.145508
	Iteration 55Q: 3 clusters Score -630003.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -630011.562500 Penalty: 3035.145508
	Iteration 56Q: 3 clusters Score -630011.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -630022.500000 Penalty: 3035.145508
	Iteration 57Q: 3 clusters Score -630022.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -630035.687500 Penalty: 3035.145508
	Iteration 58Q: 3 clusters Score -630035.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -630043.187500 Penalty: 3035.145508
	Iteration 59Q: 3 clusters Score -630043.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -630053.562500 Penalty: 3035.145508
	Iteration 60F: 3 clusters Score -630053.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -630065.812500 Penalty: 3035.145508
	Iteration 61Q: 3 clusters Score -630065.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -630082.687500 Penalty: 3035.145508
	Iteration 62Q: 3 clusters Score -630082.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -630105.750000 Penalty: 3035.145508
	Iteration 63Q: 3 clusters Score -630105.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -630131.125000 Penalty: 3035.145508
	Iteration 64Q: 3 clusters Score -630131.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -630163.625000 Penalty: 3035.145508
	Iteration 65Q: 3 clusters Score -630163.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -630197.937500 Penalty: 3035.145508
	Iteration 66Q: 3 clusters Score -630197.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -630230.625000 Penalty: 3035.145508
	Iteration 67Q: 3 clusters Score -630230.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -630257.687500 Penalty: 3035.145508
	Iteration 68Q: 3 clusters Score -630257.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -630290.937500 Penalty: 3035.145508
	Iteration 69Q: 3 clusters Score -630290.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -630316.312500 Penalty: 3035.145508
	Iteration 70Q: 3 clusters Score -630316.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -630337.125000 Penalty: 3035.145508
	Iteration 71Q: 3 clusters Score -630337.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -630355.062500 Penalty: 3035.145508
	Iteration 72Q: 3 clusters Score -630355.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -630381.375000 Penalty: 3035.145508
	Iteration 73Q: 3 clusters Score -630381.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -630408.000000 Penalty: 3035.145508
	Iteration 74Q: 3 clusters Score -630408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -630437.125000 Penalty: 3035.145508
	Iteration 75Q: 3 clusters Score -630437.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -630470.000000 Penalty: 3035.145508
	Iteration 76Q: 3 clusters Score -630470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -630512.312500 Penalty: 3035.145508
	Iteration 77Q: 3 clusters Score -630512.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -630549.500000 Penalty: 3035.145508
	Iteration 78Q: 3 clusters Score -630549.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -630575.500000 Penalty: 3035.145508
	Iteration 79Q: 3 clusters Score -630575.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -630596.437500 Penalty: 3035.145508
	Iteration 80F: 3 clusters Score -630596.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -630621.250000 Penalty: 3035.145508
	Iteration 81Q: 3 clusters Score -630621.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -630644.562500 Penalty: 3035.145508
	Iteration 82Q: 3 clusters Score -630644.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -630665.187500 Penalty: 3035.145508
	Iteration 83Q: 3 clusters Score -630665.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -630686.937500 Penalty: 3035.145508
	Iteration 84Q: 3 clusters Score -630686.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -630711.375000 Penalty: 3035.145508
	Iteration 85Q: 3 clusters Score -630711.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -630740.687500 Penalty: 3035.145508
	Iteration 86Q: 3 clusters Score -630740.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -630765.437500 Penalty: 3035.145508
	Iteration 87Q: 3 clusters Score -630765.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -630785.625000 Penalty: 3035.145508
	Iteration 88Q: 3 clusters Score -630785.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -630801.937500 Penalty: 3035.145508
	Iteration 89Q: 3 clusters Score -630801.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -630813.312500 Penalty: 3035.145508
	Iteration 90Q: 3 clusters Score -630813.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -630822.875000 Penalty: 3035.145508
	Iteration 91Q: 3 clusters Score -630822.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -630834.250000 Penalty: 3035.145508
	Iteration 92Q: 3 clusters Score -630834.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -630841.375000 Penalty: 3035.145508
	Iteration 93Q: 3 clusters Score -630841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -630851.750000 Penalty: 3035.145508
	Iteration 94Q: 3 clusters Score -630851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -630864.625000 Penalty: 3035.145508
	Iteration 95Q: 3 clusters Score -630864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -630873.875000 Penalty: 3035.145508
	Iteration 96Q: 3 clusters Score -630873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -630885.375000 Penalty: 3035.145508
	Iteration 97Q: 3 clusters Score -630885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -630893.500000 Penalty: 3035.145508
	Iteration 98Q: 3 clusters Score -630893.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -630900.750000 Penalty: 3035.145508
	Iteration 99Q: 3 clusters Score -630900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -630907.500000 Penalty: 3035.145508
	Iteration 100F: 3 clusters Score -630907.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -630914.125000 Penalty: 3035.145508
	Iteration 101Q: 3 clusters Score -630914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -630917.687500 Penalty: 3035.145508
	Iteration 102Q: 3 clusters Score -630917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -630922.437500 Penalty: 3035.145508
	Iteration 103Q: 3 clusters Score -630922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -630924.000000 Penalty: 3035.145508
	Iteration 104Q: 3 clusters Score -630924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -630928.062500 Penalty: 3035.145508
	Iteration 105Q: 3 clusters Score -630928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -630932.312500 Penalty: 3035.145508
	Iteration 106Q: 3 clusters Score -630932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -630933.375000 Penalty: 3035.145508
	Iteration 107Q: 3 clusters Score -630933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -630936.125000 Penalty: 3035.145508
	Iteration 108Q: 3 clusters Score -630936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -630939.437500 Penalty: 3035.145508
	Iteration 109Q: 3 clusters Score -630939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -630942.250000 Penalty: 3035.145508
	Iteration 110Q: 3 clusters Score -630942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -630946.125000 Penalty: 3035.145508
	Iteration 111Q: 3 clusters Score -630946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -630946.000000 Penalty: 3035.145508
	Iteration 112Q: 3 clusters Score -630946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -630949.937500 Penalty: 3035.145508
	Iteration 113Q: 3 clusters Score -630949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -630951.312500 Penalty: 3035.145508
	Iteration 114Q: 3 clusters Score -630951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -630952.062500 Penalty: 3035.145508
	Iteration 115Q: 3 clusters Score -630952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -630951.625000 Penalty: 3035.145508
	Iteration 116Q: 3 clusters Score -630951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -630951.687500 Penalty: 3035.145508
	Iteration 117Q: 3 clusters Score -630951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -630951.687500 Penalty: 3035.145508
	Iteration 118F: 3 clusters Score -630951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -392242.031250 Penalty: 1443.681641
	Iteration 0F: 2 clusters Score -392242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -386839.437500 Penalty: 2887.363281
	Iteration 0F: 3 clusters Score -386839.4 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -388485.875000 Penalty: 2887.363281
	Iteration 1F: 3 clusters Score -388485.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -388707.625000 Penalty: 2887.363281
	Iteration 2F: 3 clusters Score -388707.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -388847.750000 Penalty: 2887.363281
	Iteration 3Q: 3 clusters Score -388847.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -388936.687500 Penalty: 2887.363281
	Iteration 4Q: 3 clusters Score -388936.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -389008.656250 Penalty: 2887.363281
	Iteration 5Q: 3 clusters Score -389008.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -389077.281250 Penalty: 2887.363281
	Iteration 6Q: 3 clusters Score -389077.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -389147.187500 Penalty: 2887.363281
	Iteration 7Q: 3 clusters Score -389147.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -389217.750000 Penalty: 2887.363281
	Iteration 8Q: 3 clusters Score -389217.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -389299.062500 Penalty: 2887.363281
	Iteration 9Q: 3 clusters Score -389299.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -389408.875000 Penalty: 2887.363281
	Iteration 10Q: 3 clusters Score -389408.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -389533.906250 Penalty: 2887.363281
	Iteration 11Q: 3 clusters Score -389533.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -389664.093750 Penalty: 2887.363281
	Iteration 12Q: 3 clusters Score -389664.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -389829.187500 Penalty: 2887.363281
	Iteration 13Q: 3 clusters Score -389829.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -390017.687500 Penalty: 2887.363281
	Iteration 14Q: 3 clusters Score -390017.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -390236.437500 Penalty: 2887.363281
	Iteration 15Q: 3 clusters Score -390236.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -390435.000000 Penalty: 2887.363281
	Iteration 16Q: 3 clusters Score -390435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -390571.406250 Penalty: 2887.363281
	Iteration 17Q: 3 clusters Score -390571.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -390660.593750 Penalty: 2887.363281
	Iteration 18Q: 3 clusters Score -390660.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -390716.593750 Penalty: 2887.363281
	Iteration 19Q: 3 clusters Score -390716.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -390754.906250 Penalty: 2887.363281
	Iteration 20F: 3 clusters Score -390754.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -390777.406250 Penalty: 2887.363281
	Iteration 21Q: 3 clusters Score -390777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -390789.875000 Penalty: 2887.363281
	Iteration 22Q: 3 clusters Score -390789.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -390805.656250 Penalty: 2887.363281
	Iteration 23Q: 3 clusters Score -390805.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -390816.093750 Penalty: 2887.363281
	Iteration 24Q: 3 clusters Score -390816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -390826.031250 Penalty: 2887.363281
	Iteration 25Q: 3 clusters Score -390826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -390831.968750 Penalty: 2887.363281
	Iteration 26Q: 3 clusters Score -390832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -390840.687500 Penalty: 2887.363281
	Iteration 27Q: 3 clusters Score -390840.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -390854.031250 Penalty: 2887.363281
	Iteration 28Q: 3 clusters Score -390854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -390868.125000 Penalty: 2887.363281
	Iteration 29Q: 3 clusters Score -390868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -390885.281250 Penalty: 2887.363281
	Iteration 30Q: 3 clusters Score -390885.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -390898.093750 Penalty: 2887.363281
	Iteration 31Q: 3 clusters Score -390898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -390907.781250 Penalty: 2887.363281
	Iteration 32Q: 3 clusters Score -390907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -390915.687500 Penalty: 2887.363281
	Iteration 33Q: 3 clusters Score -390915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -390927.500000 Penalty: 2887.363281
	Iteration 34Q: 3 clusters Score -390927.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -390936.531250 Penalty: 2887.363281
	Iteration 35Q: 3 clusters Score -390936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -390942.656250 Penalty: 2887.363281
	Iteration 36Q: 3 clusters Score -390942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -390951.281250 Penalty: 2887.363281
	Iteration 37Q: 3 clusters Score -390951.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -390962.562500 Penalty: 2887.363281
	Iteration 38Q: 3 clusters Score -390962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -390963.812500 Penalty: 2887.363281
	Iteration 39Q: 3 clusters Score -390963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -390965.843750 Penalty: 2887.363281
	Iteration 40F: 3 clusters Score -390965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -390967.500000 Penalty: 2887.363281
	Iteration 41Q: 3 clusters Score -390967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -390969.343750 Penalty: 2887.363281
	Iteration 42Q: 3 clusters Score -390969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -390971.656250 Penalty: 2887.363281
	Iteration 43Q: 3 clusters Score -390971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -390973.531250 Penalty: 2887.363281
	Iteration 44Q: 3 clusters Score -390973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -390973.687500 Penalty: 2887.363281
	Iteration 45Q: 3 clusters Score -390973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -390973.687500 Penalty: 2887.363281
	Iteration 46F: 3 clusters Score -390973.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -113579.890625 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -113579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -111270.992188 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -111271 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -111897.562500 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -111897.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -112074.203125 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -112074.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -112177.148438 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -112177.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -112245.890625 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -112245.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -112300.023438 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -112300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -112353.914062 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -112353.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112400.007812 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -112400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -112433.875000 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -112433.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -112454.476562 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -112454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -112471.773438 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -112471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -112481.859375 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -112481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -112488.921875 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -112488.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -112495.015625 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -112495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112498.421875 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -112498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -112499.687500 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -112499.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -112502.007812 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -112502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -112502.085938 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -112502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -112502.593750 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -112502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112504.148438 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -112504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -112506.601562 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -112506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -112509.468750 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -112509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -112512.609375 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -112512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -112514.929688 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -112514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -112516.359375 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -112516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -112518.187500 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -112518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -112520.945312 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -112520.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -112524.875000 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -112524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -112528.328125 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -112528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -112530.218750 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -112530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -112531.406250 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -112531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -112532.593750 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -112532.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -112534.632812 Penalty: 2526.281494
	Iteration 32Q: 3 clusters Score -112534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -112534.867188 Penalty: 2526.281494
	Iteration 33Q: 3 clusters Score -112534.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -112534.867188 Penalty: 2526.281494
	Iteration 34F: 3 clusters Score -112534.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -429587.125000 Penalty: 1445.317017
	Iteration 0F: 2 clusters Score -429587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -424105.093750 Penalty: 2890.634033
	Iteration 0F: 3 clusters Score -424105.1 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -425789.875000 Penalty: 2890.634033
	Iteration 1F: 3 clusters Score -425789.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -426026.125000 Penalty: 2890.634033
	Iteration 2F: 3 clusters Score -426026.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -426228.687500 Penalty: 2890.634033
	Iteration 3F: 3 clusters Score -426228.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -426461.281250 Penalty: 2890.634033
	Iteration 4F: 3 clusters Score -426461.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -426704.875000 Penalty: 2890.634033
	Iteration 5F: 3 clusters Score -426704.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -427013.468750 Penalty: 2890.634033
	Iteration 6F: 3 clusters Score -427013.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -427349.343750 Penalty: 2890.634033
	Iteration 7F: 3 clusters Score -427349.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -427624.843750 Penalty: 2890.634033
	Iteration 8Q: 3 clusters Score -427624.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -427854.406250 Penalty: 2890.634033
	Iteration 9Q: 3 clusters Score -427854.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -428015.875000 Penalty: 2890.634033
	Iteration 10Q: 3 clusters Score -428015.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -428122.031250 Penalty: 2890.634033
	Iteration 11Q: 3 clusters Score -428122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -428188.531250 Penalty: 2890.634033
	Iteration 12Q: 3 clusters Score -428188.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -428237.656250 Penalty: 2890.634033
	Iteration 13Q: 3 clusters Score -428237.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -428285.218750 Penalty: 2890.634033
	Iteration 14Q: 3 clusters Score -428285.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -428319.500000 Penalty: 2890.634033
	Iteration 15Q: 3 clusters Score -428319.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -428337.562500 Penalty: 2890.634033
	Iteration 16Q: 3 clusters Score -428337.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -428351.750000 Penalty: 2890.634033
	Iteration 17Q: 3 clusters Score -428351.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -428367.593750 Penalty: 2890.634033
	Iteration 18Q: 3 clusters Score -428367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -428377.437500 Penalty: 2890.634033
	Iteration 19Q: 3 clusters Score -428377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -428389.375000 Penalty: 2890.634033
	Iteration 20F: 3 clusters Score -428389.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -428400.562500 Penalty: 2890.634033
	Iteration 21Q: 3 clusters Score -428400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -428412.000000 Penalty: 2890.634033
	Iteration 22Q: 3 clusters Score -428412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -428420.281250 Penalty: 2890.634033
	Iteration 23Q: 3 clusters Score -428420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -428423.343750 Penalty: 2890.634033
	Iteration 24Q: 3 clusters Score -428423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -428424.125000 Penalty: 2890.634033
	Iteration 25Q: 3 clusters Score -428424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -428424.312500 Penalty: 2890.634033
	Iteration 26Q: 3 clusters Score -428424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -428424.312500 Penalty: 2890.634033
	Iteration 27F: 3 clusters Score -428424.3 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31737600.000000 Penalty: 45253.183594
23->22 Clusters: Score -31737600.000000, best is -31735632.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 8354 members 
Mstep: Class 9 contains 8191 members 
Mstep: Class 10 contains 8171 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 8276 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 8352 members 
Mstep: Class 19 contains 8291 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 8344 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 8427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 250.769211 but Gain 1976.386719
Score: -9501580.000000 Penalty: 43480.554688
Iteration 0F: 23 clusters Score -9501580 nChanged 180546
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 7211 members 
Mstep: Class 5 contains 23655 members 
Mstep: Class 6 contains 19480 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 10749 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 16 contains 9070 members 
Mstep: Class 17 contains 4910 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 8785 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 9045 members 
Mstep: Class 23 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10169174.000000 Penalty: 43480.554688
Iteration 1F: 23 clusters Score -1.016917e+07 nChanged 71354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 29719 members 
Mstep: Class 6 contains 27593 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 11948 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 7584 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 16 contains 6252 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 15536 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7555 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 9444 members 
Mstep: Class 23 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10330164.000000 Penalty: 43480.554688
Iteration 2F: 23 clusters Score -1.033016e+07 nChanged 53749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 4870 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 37092 members 
Mstep: Class 7 contains 17021 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 12760 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 10198 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 3260 members 
Mstep: Class 18 contains 12541 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 8448 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10419956.000000 Penalty: 43480.554688
Iteration 3F: 23 clusters Score -1.041996e+07 nChanged 37653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 6566 members 
Mstep: Class 5 contains 28285 members 
Mstep: Class 6 contains 46316 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 13081 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 11496 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 8980 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 6801 members 
Mstep: Class 23 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10468351.000000 Penalty: 43480.554688
Iteration 4F: 23 clusters Score -1.046835e+07 nChanged 25775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 26992 members 
Mstep: Class 6 contains 53896 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 8 contains 3014 members 
Mstep: Class 9 contains 13095 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 10765 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 2061 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10496019.000000 Penalty: 43480.554688
Iteration 5F: 23 clusters Score -1.049602e+07 nChanged 17950
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1762 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 26101 members 
Mstep: Class 6 contains 59142 members 
Mstep: Class 7 contains 18315 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 11797 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10512381.000000 Penalty: 43480.554688
Iteration 6F: 23 clusters Score -1.051238e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 2613 members 
Mstep: Class 4 contains 8219 members 
Mstep: Class 5 contains 25745 members 
Mstep: Class 6 contains 62371 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 12487 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 16 contains 3464 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 11859 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10522804.000000 Penalty: 43480.554688
Iteration 7F: 23 clusters Score -1.05228e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 8370 members 
Mstep: Class 5 contains 25674 members 
Mstep: Class 6 contains 64341 members 
Mstep: Class 7 contains 17926 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 12218 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 4485 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 12124 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10529537.000000 Penalty: 43480.554688
Iteration 8F: 23 clusters Score -1.052954e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 8378 members 
Mstep: Class 5 contains 25711 members 
Mstep: Class 6 contains 65612 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 12032 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 10894 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 16 contains 4096 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 2807 members 
Mstep: Class 23 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10534264.000000 Penalty: 43480.554688
Iteration 9Q: 23 clusters Score -1.053426e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 8328 members 
Mstep: Class 5 contains 25705 members 
Mstep: Class 6 contains 66483 members 
Mstep: Class 7 contains 17300 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 11903 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 10558 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 4472 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 12440 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10537375.000000 Penalty: 43480.554688
Iteration 10Q: 23 clusters Score -1.053738e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 25693 members 
Mstep: Class 6 contains 67094 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 11745 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 2285 members 
Mstep: Class 23 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10539818.000000 Penalty: 43480.554688
Iteration 11Q: 23 clusters Score -1.053982e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 25699 members 
Mstep: Class 6 contains 67599 members 
Mstep: Class 7 contains 16762 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10541622.000000 Penalty: 43480.554688
Iteration 12Q: 23 clusters Score -1.054162e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2266 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 8144 members 
Mstep: Class 5 contains 25682 members 
Mstep: Class 6 contains 67971 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 1367 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 1310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10543222.000000 Penalty: 43480.554688
Iteration 13Q: 23 clusters Score -1.054322e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 25654 members 
Mstep: Class 6 contains 68278 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 10999 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 16 contains 5076 members 
Mstep: Class 17 contains 5009 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 12570 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10544632.000000 Penalty: 43480.554688
Iteration 14Q: 23 clusters Score -1.054463e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 68488 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 9824 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545870.000000 Penalty: 43480.554688
Iteration 15Q: 23 clusters Score -1.054587e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 25615 members 
Mstep: Class 6 contains 68638 members 
Mstep: Class 7 contains 15904 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 10450 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 9778 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547046.000000 Penalty: 43480.554688
Iteration 16Q: 23 clusters Score -1.054705e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 25616 members 
Mstep: Class 6 contains 68797 members 
Mstep: Class 7 contains 15706 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 10212 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 5594 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 12522 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 1765 members 
Mstep: Class 23 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548078.000000 Penalty: 43480.554688
Iteration 17Q: 23 clusters Score -1.054808e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 7777 members 
Mstep: Class 5 contains 25590 members 
Mstep: Class 6 contains 68935 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548835.000000 Penalty: 43480.554688
Iteration 18Q: 23 clusters Score -1.054884e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 25567 members 
Mstep: Class 6 contains 69008 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 9937 members 
Mstep: Class 10 contains 2291 members 
Mstep: Class 11 contains 9685 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 3025 members 
Mstep: Class 19 contains 12449 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549485.000000 Penalty: 43480.554688
Iteration 19Q: 23 clusters Score -1.054948e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 25535 members 
Mstep: Class 6 contains 69028 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 9891 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 9660 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 1594 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 5884 members 
Mstep: Class 18 contains 2997 members 
Mstep: Class 19 contains 12404 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 1731 members 
Mstep: Class 23 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550098.000000 Penalty: 43480.554688
Iteration 20F: 23 clusters Score -1.05501e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 7620 members 
Mstep: Class 5 contains 25506 members 
Mstep: Class 6 contains 69058 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 9634 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 1588 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550667.000000 Penalty: 43480.554688
Iteration 21Q: 23 clusters Score -1.055067e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 7560 members 
Mstep: Class 5 contains 25467 members 
Mstep: Class 6 contains 69057 members 
Mstep: Class 7 contains 15096 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 9604 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 1583 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551267.000000 Penalty: 43480.554688
Iteration 22Q: 23 clusters Score -1.055127e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 25442 members 
Mstep: Class 6 contains 69044 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 9575 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551789.000000 Penalty: 43480.554688
Iteration 23Q: 23 clusters Score -1.055179e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 4 contains 7511 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 68974 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 9800 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 12254 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552397.000000 Penalty: 43480.554688
Iteration 24Q: 23 clusters Score -1.05524e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 25371 members 
Mstep: Class 6 contains 68875 members 
Mstep: Class 7 contains 14806 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 2870 members 
Mstep: Class 19 contains 12227 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 1793 members 
Mstep: Class 23 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552961.000000 Penalty: 43480.554688
Iteration 25Q: 23 clusters Score -1.055296e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 25332 members 
Mstep: Class 6 contains 68805 members 
Mstep: Class 7 contains 14708 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 9777 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 16 contains 6454 members 
Mstep: Class 17 contains 6164 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 12196 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553432.000000 Penalty: 43480.554688
Iteration 26Q: 23 clusters Score -1.055343e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 25307 members 
Mstep: Class 6 contains 68704 members 
Mstep: Class 7 contains 14624 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 9782 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 12168 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 1907 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553869.000000 Penalty: 43480.554688
Iteration 27Q: 23 clusters Score -1.055387e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 25278 members 
Mstep: Class 6 contains 68598 members 
Mstep: Class 7 contains 14540 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 9770 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 12145 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554235.000000 Penalty: 43480.554688
Iteration 28Q: 23 clusters Score -1.055424e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 25247 members 
Mstep: Class 6 contains 68504 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 8 contains 4841 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1572 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 12114 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554546.000000 Penalty: 43480.554688
Iteration 29Q: 23 clusters Score -1.055455e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 25238 members 
Mstep: Class 6 contains 68387 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 8 contains 4765 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 9355 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 1576 members 
Mstep: Class 14 contains 1954 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 12083 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554791.000000 Penalty: 43480.554688
Iteration 30Q: 23 clusters Score -1.055479e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 7614 members 
Mstep: Class 5 contains 25214 members 
Mstep: Class 6 contains 68318 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 9778 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 1572 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 2728 members 
Mstep: Class 19 contains 12062 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555040.000000 Penalty: 43480.554688
Iteration 31Q: 23 clusters Score -1.055504e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 25190 members 
Mstep: Class 6 contains 68232 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 9778 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 1571 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 12037 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555325.000000 Penalty: 43480.554688
Iteration 32Q: 23 clusters Score -1.055532e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 25153 members 
Mstep: Class 6 contains 68147 members 
Mstep: Class 7 contains 14177 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 9767 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555554.000000 Penalty: 43480.554688
Iteration 33Q: 23 clusters Score -1.055555e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 7817 members 
Mstep: Class 5 contains 25133 members 
Mstep: Class 6 contains 68069 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 6507 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 11988 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555703.000000 Penalty: 43480.554688
Iteration 34Q: 23 clusters Score -1.05557e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 25107 members 
Mstep: Class 6 contains 68037 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 9761 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 2694 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555838.000000 Penalty: 43480.554688
Iteration 35Q: 23 clusters Score -1.055584e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 25083 members 
Mstep: Class 6 contains 68014 members 
Mstep: Class 7 contains 14051 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 1571 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 16 contains 7155 members 
Mstep: Class 17 contains 6542 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 11930 members 
Mstep: Class 20 contains 3166 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555979.000000 Penalty: 43480.554688
Iteration 36Q: 23 clusters Score -1.055598e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 25066 members 
Mstep: Class 6 contains 67981 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 16 contains 7200 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 2368 members 
Mstep: Class 23 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556064.000000 Penalty: 43480.554688
Iteration 37Q: 23 clusters Score -1.055606e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 8151 members 
Mstep: Class 5 contains 25051 members 
Mstep: Class 6 contains 67926 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 9763 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 1563 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 11891 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556115.000000 Penalty: 43480.554688
Iteration 38Q: 23 clusters Score -1.055612e+07 nChanged 521
Entering ConstructFrom: 
Score: -10556115.000000 Penalty: 43480.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -154290.765625 Penalty: 1271.017090
	Iteration 0F: 2 clusters Score -154290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -151898.875000 Penalty: 2542.034180
	Iteration 0F: 3 clusters Score -151898.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -152445.296875 Penalty: 2542.034180
	Iteration 1F: 3 clusters Score -152445.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -152553.750000 Penalty: 2542.034180
	Iteration 2F: 3 clusters Score -152553.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -152619.078125 Penalty: 2542.034180
	Iteration 3Q: 3 clusters Score -152619.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -152658.765625 Penalty: 2542.034180
	Iteration 4Q: 3 clusters Score -152658.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -152688.500000 Penalty: 2542.034180
	Iteration 5Q: 3 clusters Score -152688.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152709.609375 Penalty: 2542.034180
	Iteration 6Q: 3 clusters Score -152709.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152723.359375 Penalty: 2542.034180
	Iteration 7Q: 3 clusters Score -152723.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -152732.531250 Penalty: 2542.034180
	Iteration 8Q: 3 clusters Score -152732.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -152741.828125 Penalty: 2542.034180
	Iteration 9Q: 3 clusters Score -152741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -152749.000000 Penalty: 2542.034180
	Iteration 10Q: 3 clusters Score -152749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -152756.406250 Penalty: 2542.034180
	Iteration 11Q: 3 clusters Score -152756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152765.968750 Penalty: 2542.034180
	Iteration 12Q: 3 clusters Score -152766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152774.296875 Penalty: 2542.034180
	Iteration 13Q: 3 clusters Score -152774.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152781.828125 Penalty: 2542.034180
	Iteration 14Q: 3 clusters Score -152781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152785.671875 Penalty: 2542.034180
	Iteration 15Q: 3 clusters Score -152785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152790.031250 Penalty: 2542.034180
	Iteration 16Q: 3 clusters Score -152790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152794.828125 Penalty: 2542.034180
	Iteration 17Q: 3 clusters Score -152794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152803.937500 Penalty: 2542.034180
	Iteration 18Q: 3 clusters Score -152803.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152814.359375 Penalty: 2542.034180
	Iteration 19Q: 3 clusters Score -152814.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152824.125000 Penalty: 2542.034180
	Iteration 20F: 3 clusters Score -152824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152830.593750 Penalty: 2542.034180
	Iteration 21Q: 3 clusters Score -152830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152834.406250 Penalty: 2542.034180
	Iteration 22Q: 3 clusters Score -152834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -152838.375000 Penalty: 2542.034180
	Iteration 23Q: 3 clusters Score -152838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -152840.750000 Penalty: 2542.034180
	Iteration 24Q: 3 clusters Score -152840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152842.625000 Penalty: 2542.034180
	Iteration 25Q: 3 clusters Score -152842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -152844.437500 Penalty: 2542.034180
	Iteration 26Q: 3 clusters Score -152844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152847.140625 Penalty: 2542.034180
	Iteration 27Q: 3 clusters Score -152847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152849.640625 Penalty: 2542.034180
	Iteration 28Q: 3 clusters Score -152849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -152852.125000 Penalty: 2542.034180
	Iteration 29Q: 3 clusters Score -152852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152855.968750 Penalty: 2542.034180
	Iteration 30Q: 3 clusters Score -152856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -152859.562500 Penalty: 2542.034180
	Iteration 31Q: 3 clusters Score -152859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152862.062500 Penalty: 2542.034180
	Iteration 32Q: 3 clusters Score -152862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152863.609375 Penalty: 2542.034180
	Iteration 33Q: 3 clusters Score -152863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152864.984375 Penalty: 2542.034180
	Iteration 34Q: 3 clusters Score -152865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152866.343750 Penalty: 2542.034180
	Iteration 35Q: 3 clusters Score -152866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -152866.937500 Penalty: 2542.034180
	Iteration 36Q: 3 clusters Score -152866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152867.687500 Penalty: 2542.034180
	Iteration 37Q: 3 clusters Score -152867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152869.812500 Penalty: 2542.034180
	Iteration 38Q: 3 clusters Score -152869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152871.000000 Penalty: 2542.034180
	Iteration 39Q: 3 clusters Score -152871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152872.968750 Penalty: 2542.034180
	Iteration 40F: 3 clusters Score -152873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152875.140625 Penalty: 2542.034180
	Iteration 41Q: 3 clusters Score -152875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152877.359375 Penalty: 2542.034180
	Iteration 42Q: 3 clusters Score -152877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152878.062500 Penalty: 2542.034180
	Iteration 43Q: 3 clusters Score -152878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152881.531250 Penalty: 2542.034180
	Iteration 44Q: 3 clusters Score -152881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152888.109375 Penalty: 2542.034180
	Iteration 45Q: 3 clusters Score -152888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152893.156250 Penalty: 2542.034180
	Iteration 46Q: 3 clusters Score -152893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152899.750000 Penalty: 2542.034180
	Iteration 47Q: 3 clusters Score -152899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152906.187500 Penalty: 2542.034180
	Iteration 48Q: 3 clusters Score -152906.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152914.250000 Penalty: 2542.034180
	Iteration 49Q: 3 clusters Score -152914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152920.937500 Penalty: 2542.034180
	Iteration 50Q: 3 clusters Score -152920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152928.171875 Penalty: 2542.034180
	Iteration 51Q: 3 clusters Score -152928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152934.375000 Penalty: 2542.034180
	Iteration 52Q: 3 clusters Score -152934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152940.406250 Penalty: 2542.034180
	Iteration 53Q: 3 clusters Score -152940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152943.296875 Penalty: 2542.034180
	Iteration 54Q: 3 clusters Score -152943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152948.625000 Penalty: 2542.034180
	Iteration 55Q: 3 clusters Score -152948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152957.234375 Penalty: 2542.034180
	Iteration 56Q: 3 clusters Score -152957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152960.046875 Penalty: 2542.034180
	Iteration 57Q: 3 clusters Score -152960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152965.953125 Penalty: 2542.034180
	Iteration 58Q: 3 clusters Score -152966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152972.031250 Penalty: 2542.034180
	Iteration 59Q: 3 clusters Score -152972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152983.062500 Penalty: 2542.034180
	Iteration 60F: 3 clusters Score -152983.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152990.828125 Penalty: 2542.034180
	Iteration 61Q: 3 clusters Score -152990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152997.281250 Penalty: 2542.034180
	Iteration 62Q: 3 clusters Score -152997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153003.546875 Penalty: 2542.034180
	Iteration 63Q: 3 clusters Score -153003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153009.203125 Penalty: 2542.034180
	Iteration 64Q: 3 clusters Score -153009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153013.406250 Penalty: 2542.034180
	Iteration 65Q: 3 clusters Score -153013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153017.921875 Penalty: 2542.034180
	Iteration 66Q: 3 clusters Score -153017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153019.359375 Penalty: 2542.034180
	Iteration 67Q: 3 clusters Score -153019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -153020.375000 Penalty: 2542.034180
	Iteration 68Q: 3 clusters Score -153020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153020.703125 Penalty: 2542.034180
	Iteration 69Q: 3 clusters Score -153020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153020.703125 Penalty: 2542.034180
	Iteration 70F: 3 clusters Score -153020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -117124.273438 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -117124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -114915.453125 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -114915.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -115434.023438 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -115434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -115556.898438 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -115556.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -115624.476562 Penalty: 2504.795410
	Iteration 3Q: 3 clusters Score -115624.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -115676.828125 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -115676.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -115714.312500 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -115714.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115744.554688 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -115744.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -115771.554688 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -115771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115793.679688 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -115793.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -115812.937500 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -115812.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115826.445312 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -115826.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -115833.687500 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -115833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -115841.015625 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -115841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115846.718750 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -115846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115850.828125 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -115850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -115853.414062 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -115853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115856.523438 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -115856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115857.398438 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -115857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115857.976562 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -115858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -115858.453125 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -115858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115859.757812 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -115859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115861.890625 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -115861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -115864.195312 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -115864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115867.882812 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -115867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115871.289062 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -115871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115878.500000 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -115878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115885.640625 Penalty: 2504.795410
	Iteration 26Q: 3 clusters Score -115885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115890.859375 Penalty: 2504.795410
	Iteration 27Q: 3 clusters Score -115890.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115897.734375 Penalty: 2504.795410
	Iteration 28Q: 3 clusters Score -115897.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115900.062500 Penalty: 2504.795410
	Iteration 29Q: 3 clusters Score -115900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115902.062500 Penalty: 2504.795410
	Iteration 30Q: 3 clusters Score -115902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -115903.843750 Penalty: 2504.795410
	Iteration 31Q: 3 clusters Score -115903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -115906.132812 Penalty: 2504.795410
	Iteration 32Q: 3 clusters Score -115906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115909.015625 Penalty: 2504.795410
	Iteration 33Q: 3 clusters Score -115909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115912.640625 Penalty: 2504.795410
	Iteration 34Q: 3 clusters Score -115912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -115915.484375 Penalty: 2504.795410
	Iteration 35Q: 3 clusters Score -115915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115917.992188 Penalty: 2504.795410
	Iteration 36Q: 3 clusters Score -115918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115920.945312 Penalty: 2504.795410
	Iteration 37Q: 3 clusters Score -115920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115925.929688 Penalty: 2504.795410
	Iteration 38Q: 3 clusters Score -115925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115931.468750 Penalty: 2504.795410
	Iteration 39Q: 3 clusters Score -115931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115935.328125 Penalty: 2504.795410
	Iteration 40F: 3 clusters Score -115935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115941.164062 Penalty: 2504.795410
	Iteration 41Q: 3 clusters Score -115941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115945.882812 Penalty: 2504.795410
	Iteration 42Q: 3 clusters Score -115945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115950.390625 Penalty: 2504.795410
	Iteration 43Q: 3 clusters Score -115950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115954.164062 Penalty: 2504.795410
	Iteration 44Q: 3 clusters Score -115954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115956.585938 Penalty: 2504.795410
	Iteration 45Q: 3 clusters Score -115956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115958.679688 Penalty: 2504.795410
	Iteration 46Q: 3 clusters Score -115958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115962.640625 Penalty: 2504.795410
	Iteration 47Q: 3 clusters Score -115962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115966.414062 Penalty: 2504.795410
	Iteration 48Q: 3 clusters Score -115966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115968.390625 Penalty: 2504.795410
	Iteration 49Q: 3 clusters Score -115968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115969.992188 Penalty: 2504.795410
	Iteration 50Q: 3 clusters Score -115970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115973.171875 Penalty: 2504.795410
	Iteration 51Q: 3 clusters Score -115973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115974.859375 Penalty: 2504.795410
	Iteration 52Q: 3 clusters Score -115974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115976.531250 Penalty: 2504.795410
	Iteration 53Q: 3 clusters Score -115976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115978.000000 Penalty: 2504.795410
	Iteration 54Q: 3 clusters Score -115978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115978.539062 Penalty: 2504.795410
	Iteration 55Q: 3 clusters Score -115978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115978.875000 Penalty: 2504.795410
	Iteration 56Q: 3 clusters Score -115978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115979.062500 Penalty: 2504.795410
	Iteration 57Q: 3 clusters Score -115979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115979.062500 Penalty: 2504.795410
	Iteration 58F: 3 clusters Score -115979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -225858.781250 Penalty: 1342.414185
	Iteration 0F: 2 clusters Score -225858.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -222608.843750 Penalty: 2684.828369
	Iteration 0F: 3 clusters Score -222608.8 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -223563.921875 Penalty: 2684.828369
	Iteration 1F: 3 clusters Score -223563.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -223762.671875 Penalty: 2684.828369
	Iteration 2F: 3 clusters Score -223762.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -223879.859375 Penalty: 2684.828369
	Iteration 3F: 3 clusters Score -223879.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -223969.000000 Penalty: 2684.828369
	Iteration 4Q: 3 clusters Score -223969 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -224043.593750 Penalty: 2684.828369
	Iteration 5Q: 3 clusters Score -224043.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -224121.812500 Penalty: 2684.828369
	Iteration 6Q: 3 clusters Score -224121.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -224210.328125 Penalty: 2684.828369
	Iteration 7Q: 3 clusters Score -224210.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -224295.531250 Penalty: 2684.828369
	Iteration 8Q: 3 clusters Score -224295.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -224370.843750 Penalty: 2684.828369
	Iteration 9Q: 3 clusters Score -224370.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -224435.296875 Penalty: 2684.828369
	Iteration 10Q: 3 clusters Score -224435.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -224502.921875 Penalty: 2684.828369
	Iteration 11Q: 3 clusters Score -224502.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -224563.031250 Penalty: 2684.828369
	Iteration 12Q: 3 clusters Score -224563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -224617.015625 Penalty: 2684.828369
	Iteration 13Q: 3 clusters Score -224617 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -224646.812500 Penalty: 2684.828369
	Iteration 14Q: 3 clusters Score -224646.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -224670.140625 Penalty: 2684.828369
	Iteration 15Q: 3 clusters Score -224670.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -224691.265625 Penalty: 2684.828369
	Iteration 16Q: 3 clusters Score -224691.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -224708.656250 Penalty: 2684.828369
	Iteration 17Q: 3 clusters Score -224708.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -224724.296875 Penalty: 2684.828369
	Iteration 18Q: 3 clusters Score -224724.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -224744.031250 Penalty: 2684.828369
	Iteration 19Q: 3 clusters Score -224744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -224760.484375 Penalty: 2684.828369
	Iteration 20F: 3 clusters Score -224760.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -224771.281250 Penalty: 2684.828369
	Iteration 21Q: 3 clusters Score -224771.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -224781.343750 Penalty: 2684.828369
	Iteration 22Q: 3 clusters Score -224781.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -224791.171875 Penalty: 2684.828369
	Iteration 23Q: 3 clusters Score -224791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -224804.984375 Penalty: 2684.828369
	Iteration 24Q: 3 clusters Score -224805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -224818.796875 Penalty: 2684.828369
	Iteration 25Q: 3 clusters Score -224818.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -224828.484375 Penalty: 2684.828369
	Iteration 26Q: 3 clusters Score -224828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -224833.218750 Penalty: 2684.828369
	Iteration 27Q: 3 clusters Score -224833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -224836.593750 Penalty: 2684.828369
	Iteration 28Q: 3 clusters Score -224836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -224841.078125 Penalty: 2684.828369
	Iteration 29Q: 3 clusters Score -224841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -224847.671875 Penalty: 2684.828369
	Iteration 30Q: 3 clusters Score -224847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -224856.656250 Penalty: 2684.828369
	Iteration 31Q: 3 clusters Score -224856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -224862.875000 Penalty: 2684.828369
	Iteration 32Q: 3 clusters Score -224862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -224866.578125 Penalty: 2684.828369
	Iteration 33Q: 3 clusters Score -224866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -224870.171875 Penalty: 2684.828369
	Iteration 34Q: 3 clusters Score -224870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -224871.281250 Penalty: 2684.828369
	Iteration 35Q: 3 clusters Score -224871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -224873.968750 Penalty: 2684.828369
	Iteration 36Q: 3 clusters Score -224874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -224875.109375 Penalty: 2684.828369
	Iteration 37Q: 3 clusters Score -224875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -224875.656250 Penalty: 2684.828369
	Iteration 38Q: 3 clusters Score -224875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -224876.296875 Penalty: 2684.828369
	Iteration 39Q: 3 clusters Score -224876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -224878.140625 Penalty: 2684.828369
	Iteration 40F: 3 clusters Score -224878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -224879.046875 Penalty: 2684.828369
	Iteration 41Q: 3 clusters Score -224879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -224880.578125 Penalty: 2684.828369
	Iteration 42Q: 3 clusters Score -224880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -224883.781250 Penalty: 2684.828369
	Iteration 43Q: 3 clusters Score -224883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -224886.125000 Penalty: 2684.828369
	Iteration 44Q: 3 clusters Score -224886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -224888.546875 Penalty: 2684.828369
	Iteration 45Q: 3 clusters Score -224888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -224890.593750 Penalty: 2684.828369
	Iteration 46Q: 3 clusters Score -224890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -224892.265625 Penalty: 2684.828369
	Iteration 47Q: 3 clusters Score -224892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -224892.406250 Penalty: 2684.828369
	Iteration 48Q: 3 clusters Score -224892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -224892.406250 Penalty: 2684.828369
	Iteration 49F: 3 clusters Score -224892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Entering Unmasked Estep 
Score: -448922.937500 Penalty: 1465.203003
	Iteration 0F: 2 clusters Score -448922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -442876.156250 Penalty: 2930.406006
	Iteration 0F: 3 clusters Score -442876.2 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -444700.593750 Penalty: 2930.406006
	Iteration 1F: 3 clusters Score -444700.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -444944.875000 Penalty: 2930.406006
	Iteration 2F: 3 clusters Score -444944.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -445125.218750 Penalty: 2930.406006
	Iteration 3F: 3 clusters Score -445125.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -445328.750000 Penalty: 2930.406006
	Iteration 4Q: 3 clusters Score -445328.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -445572.656250 Penalty: 2930.406006
	Iteration 5Q: 3 clusters Score -445572.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -445820.781250 Penalty: 2930.406006
	Iteration 6Q: 3 clusters Score -445820.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -446059.406250 Penalty: 2930.406006
	Iteration 7Q: 3 clusters Score -446059.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -446272.281250 Penalty: 2930.406006
	Iteration 8Q: 3 clusters Score -446272.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -446468.281250 Penalty: 2930.406006
	Iteration 9Q: 3 clusters Score -446468.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -446602.468750 Penalty: 2930.406006
	Iteration 10Q: 3 clusters Score -446602.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -446697.531250 Penalty: 2930.406006
	Iteration 11Q: 3 clusters Score -446697.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -446777.843750 Penalty: 2930.406006
	Iteration 12Q: 3 clusters Score -446777.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -446844.843750 Penalty: 2930.406006
	Iteration 13Q: 3 clusters Score -446844.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -446907.906250 Penalty: 2930.406006
	Iteration 14Q: 3 clusters Score -446907.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -446945.625000 Penalty: 2930.406006
	Iteration 15Q: 3 clusters Score -446945.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -446971.468750 Penalty: 2930.406006
	Iteration 16Q: 3 clusters Score -446971.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -446986.062500 Penalty: 2930.406006
	Iteration 17Q: 3 clusters Score -446986.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -447000.593750 Penalty: 2930.406006
	Iteration 18Q: 3 clusters Score -447000.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -447010.250000 Penalty: 2930.406006
	Iteration 19Q: 3 clusters Score -447010.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -447015.562500 Penalty: 2930.406006
	Iteration 20F: 3 clusters Score -447015.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -447022.656250 Penalty: 2930.406006
	Iteration 21Q: 3 clusters Score -447022.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -447027.687500 Penalty: 2930.406006
	Iteration 22Q: 3 clusters Score -447027.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -447032.593750 Penalty: 2930.406006
	Iteration 23Q: 3 clusters Score -447032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -447038.843750 Penalty: 2930.406006
	Iteration 24Q: 3 clusters Score -447038.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -447043.468750 Penalty: 2930.406006
	Iteration 25Q: 3 clusters Score -447043.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -447050.843750 Penalty: 2930.406006
	Iteration 26Q: 3 clusters Score -447050.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -447055.625000 Penalty: 2930.406006
	Iteration 27Q: 3 clusters Score -447055.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -447059.531250 Penalty: 2930.406006
	Iteration 28Q: 3 clusters Score -447059.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -447064.187500 Penalty: 2930.406006
	Iteration 29Q: 3 clusters Score -447064.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -447068.343750 Penalty: 2930.406006
	Iteration 30Q: 3 clusters Score -447068.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -447075.125000 Penalty: 2930.406006
	Iteration 31Q: 3 clusters Score -447075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -447079.218750 Penalty: 2930.406006
	Iteration 32Q: 3 clusters Score -447079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -447083.781250 Penalty: 2930.406006
	Iteration 33Q: 3 clusters Score -447083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -447085.625000 Penalty: 2930.406006
	Iteration 34Q: 3 clusters Score -447085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -447089.343750 Penalty: 2930.406006
	Iteration 35Q: 3 clusters Score -447089.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -447091.968750 Penalty: 2930.406006
	Iteration 36Q: 3 clusters Score -447092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -447095.812500 Penalty: 2930.406006
	Iteration 37Q: 3 clusters Score -447095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -447097.750000 Penalty: 2930.406006
	Iteration 38Q: 3 clusters Score -447097.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -447097.718750 Penalty: 2930.406006
	Iteration 39Q: 3 clusters Score -447097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -447099.375000 Penalty: 2930.406006
	Iteration 40F: 3 clusters Score -447099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -447102.406250 Penalty: 2930.406006
	Iteration 41Q: 3 clusters Score -447102.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -447104.718750 Penalty: 2930.406006
	Iteration 42Q: 3 clusters Score -447104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -447106.187500 Penalty: 2930.406006
	Iteration 43Q: 3 clusters Score -447106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -447107.562500 Penalty: 2930.406006
	Iteration 44Q: 3 clusters Score -447107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -447110.531250 Penalty: 2930.406006
	Iteration 45Q: 3 clusters Score -447110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -447112.218750 Penalty: 2930.406006
	Iteration 46Q: 3 clusters Score -447112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -447112.687500 Penalty: 2930.406006
	Iteration 47Q: 3 clusters Score -447112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -447112.656250 Penalty: 2930.406006
	Iteration 48Q: 3 clusters Score -447112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -447113.406250 Penalty: 2930.406006
	Iteration 49Q: 3 clusters Score -447113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -447115.250000 Penalty: 2930.406006
	Iteration 50Q: 3 clusters Score -447115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -447115.968750 Penalty: 2930.406006
	Iteration 51Q: 3 clusters Score -447116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -447119.125000 Penalty: 2930.406006
	Iteration 52Q: 3 clusters Score -447119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -447120.781250 Penalty: 2930.406006
	Iteration 53Q: 3 clusters Score -447120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -447122.281250 Penalty: 2930.406006
	Iteration 54Q: 3 clusters Score -447122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -447122.906250 Penalty: 2930.406006
	Iteration 55Q: 3 clusters Score -447122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -447124.531250 Penalty: 2930.406006
	Iteration 56Q: 3 clusters Score -447124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -447125.031250 Penalty: 2930.406006
	Iteration 57Q: 3 clusters Score -447125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -447125.375000 Penalty: 2930.406006
	Iteration 58Q: 3 clusters Score -447125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -447125.312500 Penalty: 2930.406006
	Iteration 59Q: 3 clusters Score -447125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -447125.312500 Penalty: 2930.406006
	Iteration 60F: 3 clusters Score -447125.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Entering Unmasked Estep 
Score: -1488633.500000 Penalty: 1645.772461
	Iteration 0F: 2 clusters Score -1488634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1471849.875000 Penalty: 3291.544922
	Iteration 0F: 3 clusters Score -1471850 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1478258.500000 Penalty: 3291.544922
	Iteration 1F: 3 clusters Score -1478258 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1478938.500000 Penalty: 3291.544922
	Iteration 2F: 3 clusters Score -1478938 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1479890.500000 Penalty: 3291.544922
	Iteration 3F: 3 clusters Score -1479890 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1481116.000000 Penalty: 3291.544922
	Iteration 4F: 3 clusters Score -1481116 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1482363.000000 Penalty: 3291.544922
	Iteration 5F: 3 clusters Score -1482363 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1483346.500000 Penalty: 3291.544922
	Iteration 6F: 3 clusters Score -1483346 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1484080.625000 Penalty: 3291.544922
	Iteration 7Q: 3 clusters Score -1484081 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1484606.875000 Penalty: 3291.544922
	Iteration 8Q: 3 clusters Score -1484607 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1485095.750000 Penalty: 3291.544922
	Iteration 9Q: 3 clusters Score -1485096 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1485452.500000 Penalty: 3291.544922
	Iteration 10Q: 3 clusters Score -1485452 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1485712.750000 Penalty: 3291.544922
	Iteration 11Q: 3 clusters Score -1485713 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1485880.125000 Penalty: 3291.544922
	Iteration 12Q: 3 clusters Score -1485880 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1486007.375000 Penalty: 3291.544922
	Iteration 13Q: 3 clusters Score -1486007 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1486106.375000 Penalty: 3291.544922
	Iteration 14Q: 3 clusters Score -1486106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1486191.875000 Penalty: 3291.544922
	Iteration 15Q: 3 clusters Score -1486192 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1486270.500000 Penalty: 3291.544922
	Iteration 16Q: 3 clusters Score -1486270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1486334.500000 Penalty: 3291.544922
	Iteration 17Q: 3 clusters Score -1486334 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1486413.375000 Penalty: 3291.544922
	Iteration 18Q: 3 clusters Score -1486413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1486490.625000 Penalty: 3291.544922
	Iteration 19Q: 3 clusters Score -1486491 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1486567.250000 Penalty: 3291.544922
	Iteration 20F: 3 clusters Score -1486567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1486616.500000 Penalty: 3291.544922
	Iteration 21Q: 3 clusters Score -1486616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1486663.000000 Penalty: 3291.544922
	Iteration 22Q: 3 clusters Score -1486663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1486706.875000 Penalty: 3291.544922
	Iteration 23Q: 3 clusters Score -1486707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1486747.250000 Penalty: 3291.544922
	Iteration 24Q: 3 clusters Score -1486747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1486781.125000 Penalty: 3291.544922
	Iteration 25Q: 3 clusters Score -1486781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1486823.000000 Penalty: 3291.544922
	Iteration 26Q: 3 clusters Score -1486823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1486855.625000 Penalty: 3291.544922
	Iteration 27Q: 3 clusters Score -1486856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1486897.750000 Penalty: 3291.544922
	Iteration 28Q: 3 clusters Score -1486898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1486928.875000 Penalty: 3291.544922
	Iteration 29Q: 3 clusters Score -1486929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1486959.125000 Penalty: 3291.544922
	Iteration 30Q: 3 clusters Score -1486959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1486992.875000 Penalty: 3291.544922
	Iteration 31Q: 3 clusters Score -1486993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1487012.625000 Penalty: 3291.544922
	Iteration 32Q: 3 clusters Score -1487013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1487040.000000 Penalty: 3291.544922
	Iteration 33Q: 3 clusters Score -1487040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1487063.750000 Penalty: 3291.544922
	Iteration 34Q: 3 clusters Score -1487064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1487087.375000 Penalty: 3291.544922
	Iteration 35Q: 3 clusters Score -1487087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1487113.500000 Penalty: 3291.544922
	Iteration 36Q: 3 clusters Score -1487114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1487142.625000 Penalty: 3291.544922
	Iteration 37Q: 3 clusters Score -1487143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1487165.375000 Penalty: 3291.544922
	Iteration 38Q: 3 clusters Score -1487165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1487186.875000 Penalty: 3291.544922
	Iteration 39Q: 3 clusters Score -1487187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1487204.625000 Penalty: 3291.544922
	Iteration 40F: 3 clusters Score -1487205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1487218.250000 Penalty: 3291.544922
	Iteration 41Q: 3 clusters Score -1487218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1487232.500000 Penalty: 3291.544922
	Iteration 42Q: 3 clusters Score -1487232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1487253.500000 Penalty: 3291.544922
	Iteration 43Q: 3 clusters Score -1487254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1487287.750000 Penalty: 3291.544922
	Iteration 44Q: 3 clusters Score -1487288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1487318.375000 Penalty: 3291.544922
	Iteration 45Q: 3 clusters Score -1487318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1487347.000000 Penalty: 3291.544922
	Iteration 46Q: 3 clusters Score -1487347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1487366.625000 Penalty: 3291.544922
	Iteration 47Q: 3 clusters Score -1487367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1487376.750000 Penalty: 3291.544922
	Iteration 48Q: 3 clusters Score -1487377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1487392.375000 Penalty: 3291.544922
	Iteration 49Q: 3 clusters Score -1487392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1487403.250000 Penalty: 3291.544922
	Iteration 50Q: 3 clusters Score -1487403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1487411.125000 Penalty: 3291.544922
	Iteration 51Q: 3 clusters Score -1487411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1487419.000000 Penalty: 3291.544922
	Iteration 52Q: 3 clusters Score -1487419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1487425.500000 Penalty: 3291.544922
	Iteration 53Q: 3 clusters Score -1487426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1487431.375000 Penalty: 3291.544922
	Iteration 54Q: 3 clusters Score -1487431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1487442.750000 Penalty: 3291.544922
	Iteration 55Q: 3 clusters Score -1487443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1487450.625000 Penalty: 3291.544922
	Iteration 56Q: 3 clusters Score -1487451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1487455.250000 Penalty: 3291.544922
	Iteration 57Q: 3 clusters Score -1487455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1487459.625000 Penalty: 3291.544922
	Iteration 58Q: 3 clusters Score -1487460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1487465.375000 Penalty: 3291.544922
	Iteration 59Q: 3 clusters Score -1487465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1487468.125000 Penalty: 3291.544922
	Iteration 60F: 3 clusters Score -1487468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1487474.375000 Penalty: 3291.544922
	Iteration 61Q: 3 clusters Score -1487474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1487483.875000 Penalty: 3291.544922
	Iteration 62Q: 3 clusters Score -1487484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1487491.375000 Penalty: 3291.544922
	Iteration 63Q: 3 clusters Score -1487491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1487495.000000 Penalty: 3291.544922
	Iteration 64Q: 3 clusters Score -1487495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1487497.750000 Penalty: 3291.544922
	Iteration 65Q: 3 clusters Score -1487498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1487506.375000 Penalty: 3291.544922
	Iteration 66Q: 3 clusters Score -1487506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1487511.625000 Penalty: 3291.544922
	Iteration 67Q: 3 clusters Score -1487512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1487516.125000 Penalty: 3291.544922
	Iteration 68Q: 3 clusters Score -1487516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1487520.750000 Penalty: 3291.544922
	Iteration 69Q: 3 clusters Score -1487521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1487528.000000 Penalty: 3291.544922
	Iteration 70Q: 3 clusters Score -1487528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1487535.625000 Penalty: 3291.544922
	Iteration 71Q: 3 clusters Score -1487536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1487540.000000 Penalty: 3291.544922
	Iteration 72Q: 3 clusters Score -1487540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1487541.250000 Penalty: 3291.544922
	Iteration 73Q: 3 clusters Score -1487541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1487544.625000 Penalty: 3291.544922
	Iteration 74Q: 3 clusters Score -1487545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1487548.125000 Penalty: 3291.544922
	Iteration 75Q: 3 clusters Score -1487548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1487547.375000 Penalty: 3291.544922
	Iteration 76Q: 3 clusters Score -1487547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1487549.500000 Penalty: 3291.544922
	Iteration 77Q: 3 clusters Score -1487550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1487548.500000 Penalty: 3291.544922
	Iteration 78Q: 3 clusters Score -1487548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1487549.875000 Penalty: 3291.544922
	Iteration 79Q: 3 clusters Score -1487550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1487549.875000 Penalty: 3291.544922
	Iteration 80F: 3 clusters Score -1487550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Entering Unmasked Estep 
Score: -3941212.250000 Penalty: 1807.917114
	Iteration 0F: 2 clusters Score -3941212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3895798.750000 Penalty: 3615.834229
	Iteration 0F: 3 clusters Score -3895799 nChanged 32047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3914211.000000 Penalty: 3615.834229
	Iteration 1F: 3 clusters Score -3914211 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3914752.000000 Penalty: 3615.834229
	Iteration 2Q: 3 clusters Score -3914752 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3915378.500000 Penalty: 3615.834229
	Iteration 3Q: 3 clusters Score -3915378 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3916080.750000 Penalty: 3615.834229
	Iteration 4Q: 3 clusters Score -3916081 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3916958.250000 Penalty: 3615.834229
	Iteration 5Q: 3 clusters Score -3916958 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3918151.000000 Penalty: 3615.834229
	Iteration 6Q: 3 clusters Score -3918151 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3919710.500000 Penalty: 3615.834229
	Iteration 7Q: 3 clusters Score -3919710 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3921842.750000 Penalty: 3615.834229
	Iteration 8F: 3 clusters Score -3921843 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3924416.000000 Penalty: 3615.834229
	Iteration 9F: 3 clusters Score -3924416 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3926999.500000 Penalty: 3615.834229
	Iteration 10F: 3 clusters Score -3927000 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3929106.500000 Penalty: 3615.834229
	Iteration 11Q: 3 clusters Score -3929106 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3930522.750000 Penalty: 3615.834229
	Iteration 12Q: 3 clusters Score -3930523 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3931506.500000 Penalty: 3615.834229
	Iteration 13Q: 3 clusters Score -3931506 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3932234.000000 Penalty: 3615.834229
	Iteration 14Q: 3 clusters Score -3932234 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3932863.750000 Penalty: 3615.834229
	Iteration 15Q: 3 clusters Score -3932864 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3933472.500000 Penalty: 3615.834229
	Iteration 16Q: 3 clusters Score -3933472 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3934161.000000 Penalty: 3615.834229
	Iteration 17Q: 3 clusters Score -3934161 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3934831.750000 Penalty: 3615.834229
	Iteration 18Q: 3 clusters Score -3934832 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3935482.750000 Penalty: 3615.834229
	Iteration 19Q: 3 clusters Score -3935483 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3936122.500000 Penalty: 3615.834229
	Iteration 20F: 3 clusters Score -3936122 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3936741.250000 Penalty: 3615.834229
	Iteration 21Q: 3 clusters Score -3936741 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3937227.250000 Penalty: 3615.834229
	Iteration 22Q: 3 clusters Score -3937227 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3937708.500000 Penalty: 3615.834229
	Iteration 23Q: 3 clusters Score -3937708 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3938096.500000 Penalty: 3615.834229
	Iteration 24Q: 3 clusters Score -3938096 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3938444.500000 Penalty: 3615.834229
	Iteration 25Q: 3 clusters Score -3938444 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3938704.250000 Penalty: 3615.834229
	Iteration 26Q: 3 clusters Score -3938704 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3938935.500000 Penalty: 3615.834229
	Iteration 27Q: 3 clusters Score -3938936 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3939120.500000 Penalty: 3615.834229
	Iteration 28Q: 3 clusters Score -3939120 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3939297.500000 Penalty: 3615.834229
	Iteration 29Q: 3 clusters Score -3939298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3939412.750000 Penalty: 3615.834229
	Iteration 30Q: 3 clusters Score -3939413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3939490.500000 Penalty: 3615.834229
	Iteration 31Q: 3 clusters Score -3939490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3939528.000000 Penalty: 3615.834229
	Iteration 32Q: 3 clusters Score -3939528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3939552.500000 Penalty: 3615.834229
	Iteration 33Q: 3 clusters Score -3939552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3939580.750000 Penalty: 3615.834229
	Iteration 34Q: 3 clusters Score -3939581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3939628.250000 Penalty: 3615.834229
	Iteration 35Q: 3 clusters Score -3939628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3939655.500000 Penalty: 3615.834229
	Iteration 36Q: 3 clusters Score -3939656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3939668.500000 Penalty: 3615.834229
	Iteration 37Q: 3 clusters Score -3939668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3939686.750000 Penalty: 3615.834229
	Iteration 38Q: 3 clusters Score -3939687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3939690.000000 Penalty: 3615.834229
	Iteration 39Q: 3 clusters Score -3939690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3939692.250000 Penalty: 3615.834229
	Iteration 40F: 3 clusters Score -3939692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3939694.250000 Penalty: 3615.834229
	Iteration 41Q: 3 clusters Score -3939694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3939693.250000 Penalty: 3615.834229
	Iteration 42Q: 3 clusters Score -3939693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3939696.250000 Penalty: 3615.834229
	Iteration 43Q: 3 clusters Score -3939696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3939695.250000 Penalty: 3615.834229
	Iteration 44Q: 3 clusters Score -3939695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3939695.250000 Penalty: 3615.834229
	Iteration 45F: 3 clusters Score -3939695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Entering Unmasked Estep 
Score: -758959.000000 Penalty: 1550.589233
	Iteration 0F: 2 clusters Score -758959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -749274.562500 Penalty: 3101.178467
	Iteration 0F: 3 clusters Score -749274.6 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -752672.937500 Penalty: 3101.178467
	Iteration 1F: 3 clusters Score -752672.9 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -753042.375000 Penalty: 3101.178467
	Iteration 2F: 3 clusters Score -753042.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -753436.562500 Penalty: 3101.178467
	Iteration 3F: 3 clusters Score -753436.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -753882.375000 Penalty: 3101.178467
	Iteration 4F: 3 clusters Score -753882.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -754365.875000 Penalty: 3101.178467
	Iteration 5F: 3 clusters Score -754365.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -754852.562500 Penalty: 3101.178467
	Iteration 6F: 3 clusters Score -754852.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -755357.062500 Penalty: 3101.178467
	Iteration 7F: 3 clusters Score -755357.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -755801.062500 Penalty: 3101.178467
	Iteration 8Q: 3 clusters Score -755801.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -756182.187500 Penalty: 3101.178467
	Iteration 9Q: 3 clusters Score -756182.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -756486.625000 Penalty: 3101.178467
	Iteration 10Q: 3 clusters Score -756486.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -756737.062500 Penalty: 3101.178467
	Iteration 11Q: 3 clusters Score -756737.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -756941.062500 Penalty: 3101.178467
	Iteration 12Q: 3 clusters Score -756941.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -757079.687500 Penalty: 3101.178467
	Iteration 13Q: 3 clusters Score -757079.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -757174.562500 Penalty: 3101.178467
	Iteration 14Q: 3 clusters Score -757174.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -757231.562500 Penalty: 3101.178467
	Iteration 15Q: 3 clusters Score -757231.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -757268.750000 Penalty: 3101.178467
	Iteration 16Q: 3 clusters Score -757268.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -757289.500000 Penalty: 3101.178467
	Iteration 17Q: 3 clusters Score -757289.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -757305.562500 Penalty: 3101.178467
	Iteration 18Q: 3 clusters Score -757305.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -757311.625000 Penalty: 3101.178467
	Iteration 19Q: 3 clusters Score -757311.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -757319.875000 Penalty: 3101.178467
	Iteration 20F: 3 clusters Score -757319.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -757326.250000 Penalty: 3101.178467
	Iteration 21Q: 3 clusters Score -757326.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -757327.500000 Penalty: 3101.178467
	Iteration 22Q: 3 clusters Score -757327.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -757330.187500 Penalty: 3101.178467
	Iteration 23Q: 3 clusters Score -757330.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -757334.312500 Penalty: 3101.178467
	Iteration 24Q: 3 clusters Score -757334.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -757334.625000 Penalty: 3101.178467
	Iteration 25Q: 3 clusters Score -757334.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -757335.875000 Penalty: 3101.178467
	Iteration 26Q: 3 clusters Score -757335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -757337.187500 Penalty: 3101.178467
	Iteration 27Q: 3 clusters Score -757337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -757338.125000 Penalty: 3101.178467
	Iteration 28Q: 3 clusters Score -757338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -757337.187500 Penalty: 3101.178467
	Iteration 29Q: 3 clusters Score -757337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -757339.125000 Penalty: 3101.178467
	Iteration 30Q: 3 clusters Score -757339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -757338.062500 Penalty: 3101.178467
	Iteration 31Q: 3 clusters Score -757338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -757337.875000 Penalty: 3101.178467
	Iteration 32Q: 3 clusters Score -757337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -757339.875000 Penalty: 3101.178467
	Iteration 33Q: 3 clusters Score -757339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -757340.000000 Penalty: 3101.178467
	Iteration 34Q: 3 clusters Score -757340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -757341.625000 Penalty: 3101.178467
	Iteration 35Q: 3 clusters Score -757341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -757340.312500 Penalty: 3101.178467
	Iteration 36Q: 3 clusters Score -757340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -757339.187500 Penalty: 3101.178467
	Iteration 37Q: 3 clusters Score -757339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -757340.375000 Penalty: 3101.178467
	Iteration 38Q: 3 clusters Score -757340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -757341.812500 Penalty: 3101.178467
	Iteration 39Q: 3 clusters Score -757341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -757341.562500 Penalty: 3101.178467
	Iteration 40F: 3 clusters Score -757341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -757343.250000 Penalty: 3101.178467
	Iteration 41Q: 3 clusters Score -757343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -757343.687500 Penalty: 3101.178467
	Iteration 42Q: 3 clusters Score -757343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -757342.250000 Penalty: 3101.178467
	Iteration 43Q: 3 clusters Score -757342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -757342.875000 Penalty: 3101.178467
	Iteration 44Q: 3 clusters Score -757342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -757342.500000 Penalty: 3101.178467
	Iteration 45Q: 3 clusters Score -757342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -757342.125000 Penalty: 3101.178467
	Iteration 46Q: 3 clusters Score -757342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -757341.750000 Penalty: 3101.178467
	Iteration 47Q: 3 clusters Score -757341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -757342.125000 Penalty: 3101.178467
	Iteration 48Q: 3 clusters Score -757342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -757341.937500 Penalty: 3101.178467
	Iteration 49Q: 3 clusters Score -757341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -757344.250000 Penalty: 3101.178467
	Iteration 50Q: 3 clusters Score -757344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -757344.250000 Penalty: 3101.178467
	Iteration 51F: 3 clusters Score -757344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -200569.890625 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -200569.9 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 2039 members 
Entering Unmasked Estep 
Score: -197163.484375 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -197163.5 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -198174.953125 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -198175 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -198485.125000 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -198485.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -198738.046875 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -198738 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -198955.421875 Penalty: 2702.876953
	Iteration 4F: 3 clusters Score -198955.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -199110.531250 Penalty: 2702.876953
	Iteration 5Q: 3 clusters Score -199110.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -199251.843750 Penalty: 2702.876953
	Iteration 6Q: 3 clusters Score -199251.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -199381.046875 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -199381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -199501.453125 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -199501.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -199619.656250 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -199619.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -199685.328125 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -199685.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -199741.062500 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -199741.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -199791.625000 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -199791.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -199829.296875 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -199829.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -199873.578125 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -199873.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -199906.062500 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -199906.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -199930.937500 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -199930.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -199953.859375 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -199953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -199965.562500 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -199965.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -199974.734375 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -199974.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -199992.671875 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -199992.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -200004.125000 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -200004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -200017.562500 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -200017.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -200029.984375 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -200030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -200042.156250 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -200042.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -200062.156250 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -200062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -200074.312500 Penalty: 2702.876953
	Iteration 26Q: 3 clusters Score -200074.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -200082.750000 Penalty: 2702.876953
	Iteration 27Q: 3 clusters Score -200082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -200088.187500 Penalty: 2702.876953
	Iteration 28Q: 3 clusters Score -200088.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -200094.515625 Penalty: 2702.876953
	Iteration 29Q: 3 clusters Score -200094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -200097.890625 Penalty: 2702.876953
	Iteration 30Q: 3 clusters Score -200097.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -200101.765625 Penalty: 2702.876953
	Iteration 31Q: 3 clusters Score -200101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200103.640625 Penalty: 2702.876953
	Iteration 32Q: 3 clusters Score -200103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -200104.125000 Penalty: 2702.876953
	Iteration 33Q: 3 clusters Score -200104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200104.203125 Penalty: 2702.876953
	Iteration 34Q: 3 clusters Score -200104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -200104.000000 Penalty: 2702.876953
	Iteration 35Q: 3 clusters Score -200104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -200104.359375 Penalty: 2702.876953
	Iteration 36Q: 3 clusters Score -200104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -200105.296875 Penalty: 2702.876953
	Iteration 37Q: 3 clusters Score -200105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -200105.703125 Penalty: 2702.876953
	Iteration 38Q: 3 clusters Score -200105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -200106.515625 Penalty: 2702.876953
	Iteration 39F: 3 clusters Score -200106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -200108.593750 Penalty: 2702.876953
	Iteration 40F: 3 clusters Score -200108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -200109.687500 Penalty: 2702.876953
	Iteration 41Q: 3 clusters Score -200109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -200109.796875 Penalty: 2702.876953
	Iteration 42Q: 3 clusters Score -200109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -200109.796875 Penalty: 2702.876953
	Iteration 43F: 3 clusters Score -200109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Entering Unmasked Estep 
Score: -571189.312500 Penalty: 1492.849243
	Iteration 0F: 2 clusters Score -571189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -564138.937500 Penalty: 2985.698486
	Iteration 0F: 3 clusters Score -564138.9 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -566475.250000 Penalty: 2985.698486
	Iteration 1F: 3 clusters Score -566475.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -566781.187500 Penalty: 2985.698486
	Iteration 2F: 3 clusters Score -566781.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -567056.562500 Penalty: 2985.698486
	Iteration 3F: 3 clusters Score -567056.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -567318.250000 Penalty: 2985.698486
	Iteration 4F: 3 clusters Score -567318.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -567615.437500 Penalty: 2985.698486
	Iteration 5F: 3 clusters Score -567615.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -567949.187500 Penalty: 2985.698486
	Iteration 6Q: 3 clusters Score -567949.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -568312.562500 Penalty: 2985.698486
	Iteration 7Q: 3 clusters Score -568312.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -568676.125000 Penalty: 2985.698486
	Iteration 8Q: 3 clusters Score -568676.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -569012.875000 Penalty: 2985.698486
	Iteration 9Q: 3 clusters Score -569012.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -569355.125000 Penalty: 2985.698486
	Iteration 10Q: 3 clusters Score -569355.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -569679.625000 Penalty: 2985.698486
	Iteration 11Q: 3 clusters Score -569679.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -569885.312500 Penalty: 2985.698486
	Iteration 12Q: 3 clusters Score -569885.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -570012.000000 Penalty: 2985.698486
	Iteration 13Q: 3 clusters Score -570012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -570093.000000 Penalty: 2985.698486
	Iteration 14Q: 3 clusters Score -570093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -570147.375000 Penalty: 2985.698486
	Iteration 15Q: 3 clusters Score -570147.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -570179.000000 Penalty: 2985.698486
	Iteration 16Q: 3 clusters Score -570179 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -570207.812500 Penalty: 2985.698486
	Iteration 17Q: 3 clusters Score -570207.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -570222.750000 Penalty: 2985.698486
	Iteration 18Q: 3 clusters Score -570222.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -570235.375000 Penalty: 2985.698486
	Iteration 19Q: 3 clusters Score -570235.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -570244.250000 Penalty: 2985.698486
	Iteration 20F: 3 clusters Score -570244.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -570250.625000 Penalty: 2985.698486
	Iteration 21Q: 3 clusters Score -570250.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -570253.812500 Penalty: 2985.698486
	Iteration 22Q: 3 clusters Score -570253.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570258.812500 Penalty: 2985.698486
	Iteration 23Q: 3 clusters Score -570258.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -570262.187500 Penalty: 2985.698486
	Iteration 24Q: 3 clusters Score -570262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -570262.250000 Penalty: 2985.698486
	Iteration 25Q: 3 clusters Score -570262.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -570266.437500 Penalty: 2985.698486
	Iteration 26Q: 3 clusters Score -570266.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -570268.375000 Penalty: 2985.698486
	Iteration 27Q: 3 clusters Score -570268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -570269.312500 Penalty: 2985.698486
	Iteration 28Q: 3 clusters Score -570269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -570269.625000 Penalty: 2985.698486
	Iteration 29Q: 3 clusters Score -570269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -570271.312500 Penalty: 2985.698486
	Iteration 30Q: 3 clusters Score -570271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -570270.625000 Penalty: 2985.698486
	Iteration 31Q: 3 clusters Score -570270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -570272.000000 Penalty: 2985.698486
	Iteration 32Q: 3 clusters Score -570272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -570271.437500 Penalty: 2985.698486
	Iteration 33Q: 3 clusters Score -570271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -570271.312500 Penalty: 2985.698486
	Iteration 34Q: 3 clusters Score -570271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -570271.437500 Penalty: 2985.698486
	Iteration 35Q: 3 clusters Score -570271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -570272.312500 Penalty: 2985.698486
	Iteration 36Q: 3 clusters Score -570272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -570272.062500 Penalty: 2985.698486
	Iteration 37Q: 3 clusters Score -570272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -570271.687500 Penalty: 2985.698486
	Iteration 38Q: 3 clusters Score -570271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570272.750000 Penalty: 2985.698486
	Iteration 39Q: 3 clusters Score -570272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570272.750000 Penalty: 2985.698486
	Iteration 40F: 3 clusters Score -570272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -104218.648438 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -104218.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -102105.632812 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -102105.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -102689.132812 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -102689.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102841.656250 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -102841.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -102958.031250 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -102958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -103039.492188 Penalty: 2487.231689
	Iteration 4Q: 3 clusters Score -103039.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -103093.562500 Penalty: 2487.231689
	Iteration 5Q: 3 clusters Score -103093.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -103145.359375 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -103145.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -103191.687500 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -103191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -103232.335938 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -103232.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -103261.601562 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -103261.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -103283.156250 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -103283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -103301.101562 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -103301.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -103315.078125 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -103315.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -103328.578125 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -103328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -103340.085938 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -103340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -103348.718750 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -103348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -103352.945312 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -103352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -103356.054688 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -103356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -103357.898438 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -103357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -103358.320312 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -103358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -103359.710938 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -103359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -103360.179688 Penalty: 2487.231689
	Iteration 21Q: 3 clusters Score -103360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -103360.179688 Penalty: 2487.231689
	Iteration 22F: 3 clusters Score -103360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Entering Unmasked Estep 
Score: -546337.312500 Penalty: 1483.324951
	Iteration 0F: 2 clusters Score -546337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -539712.687500 Penalty: 2966.649902
	Iteration 0F: 3 clusters Score -539712.7 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -541944.250000 Penalty: 2966.649902
	Iteration 1F: 3 clusters Score -541944.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -542286.625000 Penalty: 2966.649902
	Iteration 2F: 3 clusters Score -542286.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -542619.312500 Penalty: 2966.649902
	Iteration 3F: 3 clusters Score -542619.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -543029.750000 Penalty: 2966.649902
	Iteration 4F: 3 clusters Score -543029.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -543556.687500 Penalty: 2966.649902
	Iteration 5F: 3 clusters Score -543556.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -544059.812500 Penalty: 2966.649902
	Iteration 6F: 3 clusters Score -544059.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -544479.812500 Penalty: 2966.649902
	Iteration 7F: 3 clusters Score -544479.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -544859.250000 Penalty: 2966.649902
	Iteration 8F: 3 clusters Score -544859.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -545141.125000 Penalty: 2966.649902
	Iteration 9Q: 3 clusters Score -545141.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -545405.562500 Penalty: 2966.649902
	Iteration 10Q: 3 clusters Score -545405.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -545679.687500 Penalty: 2966.649902
	Iteration 11Q: 3 clusters Score -545679.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -545899.812500 Penalty: 2966.649902
	Iteration 12Q: 3 clusters Score -545899.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -546034.812500 Penalty: 2966.649902
	Iteration 13Q: 3 clusters Score -546034.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -546111.687500 Penalty: 2966.649902
	Iteration 14Q: 3 clusters Score -546111.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -546158.562500 Penalty: 2966.649902
	Iteration 15Q: 3 clusters Score -546158.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -546196.437500 Penalty: 2966.649902
	Iteration 16Q: 3 clusters Score -546196.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -546221.750000 Penalty: 2966.649902
	Iteration 17Q: 3 clusters Score -546221.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -546240.125000 Penalty: 2966.649902
	Iteration 18Q: 3 clusters Score -546240.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -546257.187500 Penalty: 2966.649902
	Iteration 19Q: 3 clusters Score -546257.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -546266.875000 Penalty: 2966.649902
	Iteration 20F: 3 clusters Score -546266.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -546278.500000 Penalty: 2966.649902
	Iteration 21Q: 3 clusters Score -546278.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -546286.062500 Penalty: 2966.649902
	Iteration 22Q: 3 clusters Score -546286.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -546290.687500 Penalty: 2966.649902
	Iteration 23Q: 3 clusters Score -546290.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -546299.687500 Penalty: 2966.649902
	Iteration 24Q: 3 clusters Score -546299.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -546307.125000 Penalty: 2966.649902
	Iteration 25Q: 3 clusters Score -546307.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -546311.562500 Penalty: 2966.649902
	Iteration 26Q: 3 clusters Score -546311.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -546315.000000 Penalty: 2966.649902
	Iteration 27Q: 3 clusters Score -546315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -546316.562500 Penalty: 2966.649902
	Iteration 28Q: 3 clusters Score -546316.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -546319.125000 Penalty: 2966.649902
	Iteration 29Q: 3 clusters Score -546319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -546319.937500 Penalty: 2966.649902
	Iteration 30Q: 3 clusters Score -546319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -546320.875000 Penalty: 2966.649902
	Iteration 31Q: 3 clusters Score -546320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -546320.500000 Penalty: 2966.649902
	Iteration 32Q: 3 clusters Score -546320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -546320.750000 Penalty: 2966.649902
	Iteration 33Q: 3 clusters Score -546320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -546320.812500 Penalty: 2966.649902
	Iteration 34Q: 3 clusters Score -546320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -546322.250000 Penalty: 2966.649902
	Iteration 35Q: 3 clusters Score -546322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -546322.812500 Penalty: 2966.649902
	Iteration 36Q: 3 clusters Score -546322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -546323.187500 Penalty: 2966.649902
	Iteration 37Q: 3 clusters Score -546323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -546322.250000 Penalty: 2966.649902
	Iteration 38Q: 3 clusters Score -546322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -546322.250000 Penalty: 2966.649902
	Iteration 39F: 3 clusters Score -546322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -95038.195312 Penalty: 1225.695801
	Iteration 0F: 2 clusters Score -95038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -93054.546875 Penalty: 2451.391602
	Iteration 0F: 3 clusters Score -93054.55 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -93460.406250 Penalty: 2451.391602
	Iteration 1F: 3 clusters Score -93460.41 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -93576.773438 Penalty: 2451.391602
	Iteration 2F: 3 clusters Score -93576.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93644.351562 Penalty: 2451.391602
	Iteration 3Q: 3 clusters Score -93644.35 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -93705.523438 Penalty: 2451.391602
	Iteration 4Q: 3 clusters Score -93705.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -93743.476562 Penalty: 2451.391602
	Iteration 5Q: 3 clusters Score -93743.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -93768.789062 Penalty: 2451.391602
	Iteration 6Q: 3 clusters Score -93768.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -93786.820312 Penalty: 2451.391602
	Iteration 7Q: 3 clusters Score -93786.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -93807.953125 Penalty: 2451.391602
	Iteration 8Q: 3 clusters Score -93807.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -93819.429688 Penalty: 2451.391602
	Iteration 9Q: 3 clusters Score -93819.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -93829.796875 Penalty: 2451.391602
	Iteration 10Q: 3 clusters Score -93829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -93837.007812 Penalty: 2451.391602
	Iteration 11Q: 3 clusters Score -93837.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -93844.750000 Penalty: 2451.391602
	Iteration 12Q: 3 clusters Score -93844.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -93856.710938 Penalty: 2451.391602
	Iteration 13Q: 3 clusters Score -93856.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -93866.437500 Penalty: 2451.391602
	Iteration 14Q: 3 clusters Score -93866.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -93874.031250 Penalty: 2451.391602
	Iteration 15Q: 3 clusters Score -93874.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -93888.570312 Penalty: 2451.391602
	Iteration 16Q: 3 clusters Score -93888.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -93899.500000 Penalty: 2451.391602
	Iteration 17Q: 3 clusters Score -93899.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -93909.765625 Penalty: 2451.391602
	Iteration 18Q: 3 clusters Score -93909.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -93917.742188 Penalty: 2451.391602
	Iteration 19Q: 3 clusters Score -93917.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -93927.617188 Penalty: 2451.391602
	Iteration 20F: 3 clusters Score -93927.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -93938.937500 Penalty: 2451.391602
	Iteration 21Q: 3 clusters Score -93938.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -93948.851562 Penalty: 2451.391602
	Iteration 22Q: 3 clusters Score -93948.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -93958.500000 Penalty: 2451.391602
	Iteration 23Q: 3 clusters Score -93958.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -93964.187500 Penalty: 2451.391602
	Iteration 24Q: 3 clusters Score -93964.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -93968.046875 Penalty: 2451.391602
	Iteration 25Q: 3 clusters Score -93968.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -93971.531250 Penalty: 2451.391602
	Iteration 26Q: 3 clusters Score -93971.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -93975.289062 Penalty: 2451.391602
	Iteration 27Q: 3 clusters Score -93975.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -93978.406250 Penalty: 2451.391602
	Iteration 28Q: 3 clusters Score -93978.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -93980.585938 Penalty: 2451.391602
	Iteration 29Q: 3 clusters Score -93980.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -93984.531250 Penalty: 2451.391602
	Iteration 30Q: 3 clusters Score -93984.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -93990.882812 Penalty: 2451.391602
	Iteration 31Q: 3 clusters Score -93990.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93995.390625 Penalty: 2451.391602
	Iteration 32Q: 3 clusters Score -93995.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -93996.554688 Penalty: 2451.391602
	Iteration 33Q: 3 clusters Score -93996.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -93997.179688 Penalty: 2451.391602
	Iteration 34Q: 3 clusters Score -93997.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -93997.859375 Penalty: 2451.391602
	Iteration 35Q: 3 clusters Score -93997.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -93998.296875 Penalty: 2451.391602
	Iteration 36Q: 3 clusters Score -93998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -93998.460938 Penalty: 2451.391602
	Iteration 37Q: 3 clusters Score -93998.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -93998.460938 Penalty: 2451.391602
	Iteration 38F: 3 clusters Score -93998.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -95034.406250 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -95034.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93241.328125 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -93241.33 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -93644.953125 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -93644.95 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93727.960938 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -93727.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -93769.804688 Penalty: 2389.543457
	Iteration 3Q: 3 clusters Score -93769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93788.914062 Penalty: 2389.543457
	Iteration 4Q: 3 clusters Score -93788.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93806.976562 Penalty: 2389.543457
	Iteration 5Q: 3 clusters Score -93806.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93825.523438 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -93825.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -93850.226562 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -93850.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -93868.929688 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -93868.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -93889.335938 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -93889.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -93904.492188 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -93904.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93920.445312 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -93920.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93941.523438 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -93941.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93967.875000 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -93967.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93997.382812 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -93997.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94031.570312 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -94031.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94070.429688 Penalty: 2389.543457
	Iteration 16Q: 3 clusters Score -94070.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94122.531250 Penalty: 2389.543457
	Iteration 17Q: 3 clusters Score -94122.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94219.046875 Penalty: 2389.543457
	Iteration 18Q: 3 clusters Score -94219.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94394.921875 Penalty: 2389.543457
	Iteration 19Q: 3 clusters Score -94394.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94592.132812 Penalty: 2389.543457
	Iteration 20F: 3 clusters Score -94592.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94762.039062 Penalty: 2389.543457
	Iteration 21Q: 3 clusters Score -94762.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94894.257812 Penalty: 2389.543457
	Iteration 22Q: 3 clusters Score -94894.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94968.890625 Penalty: 2389.543457
	Iteration 23Q: 3 clusters Score -94968.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94999.632812 Penalty: 2389.543457
	Iteration 24Q: 3 clusters Score -94999.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95007.640625 Penalty: 2389.543457
	Iteration 25Q: 3 clusters Score -95007.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95007.640625 Penalty: 2389.543457
	Iteration 26F: 3 clusters Score -95007.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -114494.851562 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -114494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -112259.562500 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -112259.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -112700.171875 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -112700.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -112818.179688 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -112818.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -112899.539062 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -112899.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -112941.226562 Penalty: 2499.640137
	Iteration 4Q: 3 clusters Score -112941.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -112974.914062 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -112974.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -113001.468750 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -113001.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113020.250000 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -113020.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -113035.875000 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -113035.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113045.164062 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -113045.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -113053.656250 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -113053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -113059.773438 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -113059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -113065.421875 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -113065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -113068.179688 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -113068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113071.945312 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -113071.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113077.125000 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -113077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -113085.734375 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -113085.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -113095.750000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -113095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -113101.976562 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -113102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -113106.445312 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -113106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -113114.968750 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -113115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -113121.781250 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -113121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -113128.953125 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -113129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -113133.671875 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -113133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -113139.171875 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -113139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113141.773438 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -113141.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113150.632812 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -113150.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -113159.109375 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -113159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113165.890625 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -113165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -113173.398438 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -113173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -113182.226562 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -113182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -113188.390625 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -113188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113198.687500 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -113198.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113203.273438 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -113203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113206.429688 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -113206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -113208.882812 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -113208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113213.054688 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -113213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113217.562500 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -113217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -113221.734375 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -113221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -113227.937500 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -113227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113231.046875 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -113231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113233.476562 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -113233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113238.039062 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -113238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113240.726562 Penalty: 2499.640137
	Iteration 43Q: 3 clusters Score -113240.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -113243.132812 Penalty: 2499.640137
	Iteration 44Q: 3 clusters Score -113243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113244.867188 Penalty: 2499.640137
	Iteration 45Q: 3 clusters Score -113244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -113249.117188 Penalty: 2499.640137
	Iteration 46Q: 3 clusters Score -113249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -113250.984375 Penalty: 2499.640137
	Iteration 47Q: 3 clusters Score -113251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -113253.195312 Penalty: 2499.640137
	Iteration 48Q: 3 clusters Score -113253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -113254.203125 Penalty: 2499.640137
	Iteration 49Q: 3 clusters Score -113254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113254.312500 Penalty: 2499.640137
	Iteration 50Q: 3 clusters Score -113254.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113254.312500 Penalty: 2499.640137
	Iteration 51F: 3 clusters Score -113254.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -414502.593750 Penalty: 1445.984497
	Iteration 0F: 2 clusters Score -414502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -409067.593750 Penalty: 2891.968994
	Iteration 0F: 3 clusters Score -409067.6 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -410789.937500 Penalty: 2891.968994
	Iteration 1F: 3 clusters Score -410789.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -411086.968750 Penalty: 2891.968994
	Iteration 2F: 3 clusters Score -411087 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -411344.593750 Penalty: 2891.968994
	Iteration 3F: 3 clusters Score -411344.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -411547.843750 Penalty: 2891.968994
	Iteration 4F: 3 clusters Score -411547.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -411708.593750 Penalty: 2891.968994
	Iteration 5Q: 3 clusters Score -411708.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -411867.000000 Penalty: 2891.968994
	Iteration 6Q: 3 clusters Score -411867 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -412030.187500 Penalty: 2891.968994
	Iteration 7Q: 3 clusters Score -412030.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -412198.500000 Penalty: 2891.968994
	Iteration 8Q: 3 clusters Score -412198.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -412353.125000 Penalty: 2891.968994
	Iteration 9Q: 3 clusters Score -412353.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -412475.968750 Penalty: 2891.968994
	Iteration 10Q: 3 clusters Score -412476 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -412571.531250 Penalty: 2891.968994
	Iteration 11Q: 3 clusters Score -412571.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -412650.031250 Penalty: 2891.968994
	Iteration 12Q: 3 clusters Score -412650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -412709.500000 Penalty: 2891.968994
	Iteration 13Q: 3 clusters Score -412709.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -412754.093750 Penalty: 2891.968994
	Iteration 14Q: 3 clusters Score -412754.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -412792.843750 Penalty: 2891.968994
	Iteration 15Q: 3 clusters Score -412792.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -412818.437500 Penalty: 2891.968994
	Iteration 16Q: 3 clusters Score -412818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -412834.125000 Penalty: 2891.968994
	Iteration 17Q: 3 clusters Score -412834.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -412845.250000 Penalty: 2891.968994
	Iteration 18Q: 3 clusters Score -412845.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -412853.250000 Penalty: 2891.968994
	Iteration 19Q: 3 clusters Score -412853.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -412860.593750 Penalty: 2891.968994
	Iteration 20F: 3 clusters Score -412860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -412868.218750 Penalty: 2891.968994
	Iteration 21Q: 3 clusters Score -412868.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -412873.500000 Penalty: 2891.968994
	Iteration 22Q: 3 clusters Score -412873.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -412879.437500 Penalty: 2891.968994
	Iteration 23Q: 3 clusters Score -412879.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -412886.968750 Penalty: 2891.968994
	Iteration 24Q: 3 clusters Score -412887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -412893.562500 Penalty: 2891.968994
	Iteration 25Q: 3 clusters Score -412893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -412897.968750 Penalty: 2891.968994
	Iteration 26Q: 3 clusters Score -412898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -412900.437500 Penalty: 2891.968994
	Iteration 27Q: 3 clusters Score -412900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -412903.718750 Penalty: 2891.968994
	Iteration 28Q: 3 clusters Score -412903.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -412907.625000 Penalty: 2891.968994
	Iteration 29Q: 3 clusters Score -412907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -412910.218750 Penalty: 2891.968994
	Iteration 30Q: 3 clusters Score -412910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -412913.281250 Penalty: 2891.968994
	Iteration 31Q: 3 clusters Score -412913.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -412915.937500 Penalty: 2891.968994
	Iteration 32Q: 3 clusters Score -412915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -412917.250000 Penalty: 2891.968994
	Iteration 33Q: 3 clusters Score -412917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -412918.250000 Penalty: 2891.968994
	Iteration 34Q: 3 clusters Score -412918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -412918.187500 Penalty: 2891.968994
	Iteration 35Q: 3 clusters Score -412918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -412919.250000 Penalty: 2891.968994
	Iteration 36Q: 3 clusters Score -412919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -412919.500000 Penalty: 2891.968994
	Iteration 37Q: 3 clusters Score -412919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -412920.656250 Penalty: 2891.968994
	Iteration 38Q: 3 clusters Score -412920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -412921.093750 Penalty: 2891.968994
	Iteration 39Q: 3 clusters Score -412921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -412921.593750 Penalty: 2891.968994
	Iteration 40F: 3 clusters Score -412921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -412922.968750 Penalty: 2891.968994
	Iteration 41Q: 3 clusters Score -412923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -412925.218750 Penalty: 2891.968994
	Iteration 42Q: 3 clusters Score -412925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -412928.375000 Penalty: 2891.968994
	Iteration 43Q: 3 clusters Score -412928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -412931.000000 Penalty: 2891.968994
	Iteration 44Q: 3 clusters Score -412931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -412933.906250 Penalty: 2891.968994
	Iteration 45Q: 3 clusters Score -412933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -412937.312500 Penalty: 2891.968994
	Iteration 46Q: 3 clusters Score -412937.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -412941.000000 Penalty: 2891.968994
	Iteration 47Q: 3 clusters Score -412941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -412943.750000 Penalty: 2891.968994
	Iteration 48Q: 3 clusters Score -412943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -412946.062500 Penalty: 2891.968994
	Iteration 49Q: 3 clusters Score -412946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -412947.750000 Penalty: 2891.968994
	Iteration 50Q: 3 clusters Score -412947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -412951.406250 Penalty: 2891.968994
	Iteration 51Q: 3 clusters Score -412951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -412955.187500 Penalty: 2891.968994
	Iteration 52Q: 3 clusters Score -412955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -412957.281250 Penalty: 2891.968994
	Iteration 53Q: 3 clusters Score -412957.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -412959.843750 Penalty: 2891.968994
	Iteration 54Q: 3 clusters Score -412959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412962.250000 Penalty: 2891.968994
	Iteration 55Q: 3 clusters Score -412962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -412963.562500 Penalty: 2891.968994
	Iteration 56Q: 3 clusters Score -412963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -412963.718750 Penalty: 2891.968994
	Iteration 57Q: 3 clusters Score -412963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -412966.187500 Penalty: 2891.968994
	Iteration 58Q: 3 clusters Score -412966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -412968.156250 Penalty: 2891.968994
	Iteration 59Q: 3 clusters Score -412968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -412969.875000 Penalty: 2891.968994
	Iteration 60F: 3 clusters Score -412969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -412972.375000 Penalty: 2891.968994
	Iteration 61Q: 3 clusters Score -412972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -412975.281250 Penalty: 2891.968994
	Iteration 62Q: 3 clusters Score -412975.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -412977.000000 Penalty: 2891.968994
	Iteration 63Q: 3 clusters Score -412977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -412978.250000 Penalty: 2891.968994
	Iteration 64Q: 3 clusters Score -412978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -412980.062500 Penalty: 2891.968994
	Iteration 65Q: 3 clusters Score -412980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -412981.656250 Penalty: 2891.968994
	Iteration 66Q: 3 clusters Score -412981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -412982.875000 Penalty: 2891.968994
	Iteration 67Q: 3 clusters Score -412982.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -412984.968750 Penalty: 2891.968994
	Iteration 68Q: 3 clusters Score -412985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -412985.781250 Penalty: 2891.968994
	Iteration 69Q: 3 clusters Score -412985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -412989.343750 Penalty: 2891.968994
	Iteration 70Q: 3 clusters Score -412989.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -412990.906250 Penalty: 2891.968994
	Iteration 71Q: 3 clusters Score -412990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -412992.375000 Penalty: 2891.968994
	Iteration 72Q: 3 clusters Score -412992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -412992.906250 Penalty: 2891.968994
	Iteration 73Q: 3 clusters Score -412992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -412995.156250 Penalty: 2891.968994
	Iteration 74Q: 3 clusters Score -412995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -412995.156250 Penalty: 2891.968994
	Iteration 75Q: 3 clusters Score -412995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -412996.062500 Penalty: 2891.968994
	Iteration 76Q: 3 clusters Score -412996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -412997.062500 Penalty: 2891.968994
	Iteration 77Q: 3 clusters Score -412997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -412996.281250 Penalty: 2891.968994
	Iteration 78Q: 3 clusters Score -412996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412997.000000 Penalty: 2891.968994
	Iteration 79Q: 3 clusters Score -412997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -412998.031250 Penalty: 2891.968994
	Iteration 80F: 3 clusters Score -412998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -412999.156250 Penalty: 2891.968994
	Iteration 81Q: 3 clusters Score -412999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412998.531250 Penalty: 2891.968994
	Iteration 82Q: 3 clusters Score -412998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -413000.156250 Penalty: 2891.968994
	Iteration 83Q: 3 clusters Score -413000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -413000.312500 Penalty: 2891.968994
	Iteration 84Q: 3 clusters Score -413000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -413001.156250 Penalty: 2891.968994
	Iteration 85Q: 3 clusters Score -413001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -413001.687500 Penalty: 2891.968994
	Iteration 86Q: 3 clusters Score -413001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -413003.031250 Penalty: 2891.968994
	Iteration 87Q: 3 clusters Score -413003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -413003.125000 Penalty: 2891.968994
	Iteration 88Q: 3 clusters Score -413003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -413003.625000 Penalty: 2891.968994
	Iteration 89Q: 3 clusters Score -413003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -413003.250000 Penalty: 2891.968994
	Iteration 90Q: 3 clusters Score -413003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413004.031250 Penalty: 2891.968994
	Iteration 91Q: 3 clusters Score -413004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413004.031250 Penalty: 2891.968994
	Iteration 92F: 3 clusters Score -413004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Entering Unmasked Estep 
Score: -376970.156250 Penalty: 1428.418701
	Iteration 0F: 2 clusters Score -376970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -371998.531250 Penalty: 2856.837402
	Iteration 0F: 3 clusters Score -371998.5 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -373518.718750 Penalty: 2856.837402
	Iteration 1F: 3 clusters Score -373518.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -373727.781250 Penalty: 2856.837402
	Iteration 2F: 3 clusters Score -373727.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -373861.312500 Penalty: 2856.837402
	Iteration 3Q: 3 clusters Score -373861.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -373968.218750 Penalty: 2856.837402
	Iteration 4Q: 3 clusters Score -373968.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -374061.062500 Penalty: 2856.837402
	Iteration 5Q: 3 clusters Score -374061.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -374154.906250 Penalty: 2856.837402
	Iteration 6Q: 3 clusters Score -374154.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -374237.625000 Penalty: 2856.837402
	Iteration 7Q: 3 clusters Score -374237.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -374333.281250 Penalty: 2856.837402
	Iteration 8Q: 3 clusters Score -374333.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -374435.781250 Penalty: 2856.837402
	Iteration 9Q: 3 clusters Score -374435.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -374530.906250 Penalty: 2856.837402
	Iteration 10Q: 3 clusters Score -374530.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -374613.406250 Penalty: 2856.837402
	Iteration 11Q: 3 clusters Score -374613.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -374698.031250 Penalty: 2856.837402
	Iteration 12Q: 3 clusters Score -374698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -374791.937500 Penalty: 2856.837402
	Iteration 13Q: 3 clusters Score -374791.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -374899.562500 Penalty: 2856.837402
	Iteration 14Q: 3 clusters Score -374899.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -375007.375000 Penalty: 2856.837402
	Iteration 15Q: 3 clusters Score -375007.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -375099.781250 Penalty: 2856.837402
	Iteration 16Q: 3 clusters Score -375099.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -375171.218750 Penalty: 2856.837402
	Iteration 17Q: 3 clusters Score -375171.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -375258.406250 Penalty: 2856.837402
	Iteration 18Q: 3 clusters Score -375258.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -375344.781250 Penalty: 2856.837402
	Iteration 19Q: 3 clusters Score -375344.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -375411.593750 Penalty: 2856.837402
	Iteration 20F: 3 clusters Score -375411.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -375463.593750 Penalty: 2856.837402
	Iteration 21Q: 3 clusters Score -375463.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -375509.906250 Penalty: 2856.837402
	Iteration 22Q: 3 clusters Score -375509.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -375559.531250 Penalty: 2856.837402
	Iteration 23Q: 3 clusters Score -375559.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -375599.468750 Penalty: 2856.837402
	Iteration 24Q: 3 clusters Score -375599.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375624.781250 Penalty: 2856.837402
	Iteration 25Q: 3 clusters Score -375624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -375645.843750 Penalty: 2856.837402
	Iteration 26Q: 3 clusters Score -375645.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -375671.718750 Penalty: 2856.837402
	Iteration 27Q: 3 clusters Score -375671.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -375689.750000 Penalty: 2856.837402
	Iteration 28Q: 3 clusters Score -375689.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -375710.906250 Penalty: 2856.837402
	Iteration 29Q: 3 clusters Score -375710.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -375730.343750 Penalty: 2856.837402
	Iteration 30Q: 3 clusters Score -375730.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -375749.218750 Penalty: 2856.837402
	Iteration 31Q: 3 clusters Score -375749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -375766.312500 Penalty: 2856.837402
	Iteration 32Q: 3 clusters Score -375766.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -375786.875000 Penalty: 2856.837402
	Iteration 33Q: 3 clusters Score -375786.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -375808.593750 Penalty: 2856.837402
	Iteration 34Q: 3 clusters Score -375808.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -375825.843750 Penalty: 2856.837402
	Iteration 35Q: 3 clusters Score -375825.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -375839.906250 Penalty: 2856.837402
	Iteration 36Q: 3 clusters Score -375839.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -375855.968750 Penalty: 2856.837402
	Iteration 37Q: 3 clusters Score -375856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -375864.718750 Penalty: 2856.837402
	Iteration 38Q: 3 clusters Score -375864.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -375873.031250 Penalty: 2856.837402
	Iteration 39Q: 3 clusters Score -375873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -375874.656250 Penalty: 2856.837402
	Iteration 40F: 3 clusters Score -375874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -375877.375000 Penalty: 2856.837402
	Iteration 41Q: 3 clusters Score -375877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -375878.718750 Penalty: 2856.837402
	Iteration 42Q: 3 clusters Score -375878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -375880.937500 Penalty: 2856.837402
	Iteration 43Q: 3 clusters Score -375880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -375882.906250 Penalty: 2856.837402
	Iteration 44Q: 3 clusters Score -375882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -375883.937500 Penalty: 2856.837402
	Iteration 45Q: 3 clusters Score -375883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -375886.125000 Penalty: 2856.837402
	Iteration 46Q: 3 clusters Score -375886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -375886.125000 Penalty: 2856.837402
	Iteration 47F: 3 clusters Score -375886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -165420.531250 Penalty: 1282.401978
	Iteration 0F: 2 clusters Score -165420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -162893.140625 Penalty: 2564.803955
	Iteration 0F: 3 clusters Score -162893.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -163475.968750 Penalty: 2564.803955
	Iteration 1F: 3 clusters Score -163476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -163601.515625 Penalty: 2564.803955
	Iteration 2F: 3 clusters Score -163601.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -163686.593750 Penalty: 2564.803955
	Iteration 3Q: 3 clusters Score -163686.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -163752.125000 Penalty: 2564.803955
	Iteration 4Q: 3 clusters Score -163752.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -163801.828125 Penalty: 2564.803955
	Iteration 5Q: 3 clusters Score -163801.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -163831.203125 Penalty: 2564.803955
	Iteration 6Q: 3 clusters Score -163831.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -163851.671875 Penalty: 2564.803955
	Iteration 7Q: 3 clusters Score -163851.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -163869.437500 Penalty: 2564.803955
	Iteration 8Q: 3 clusters Score -163869.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -163884.843750 Penalty: 2564.803955
	Iteration 9Q: 3 clusters Score -163884.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -163900.468750 Penalty: 2564.803955
	Iteration 10Q: 3 clusters Score -163900.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -163912.015625 Penalty: 2564.803955
	Iteration 11Q: 3 clusters Score -163912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -163920.390625 Penalty: 2564.803955
	Iteration 12Q: 3 clusters Score -163920.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -163929.796875 Penalty: 2564.803955
	Iteration 13Q: 3 clusters Score -163929.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -163939.734375 Penalty: 2564.803955
	Iteration 14Q: 3 clusters Score -163939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -163949.515625 Penalty: 2564.803955
	Iteration 15Q: 3 clusters Score -163949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -163955.015625 Penalty: 2564.803955
	Iteration 16Q: 3 clusters Score -163955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -163961.375000 Penalty: 2564.803955
	Iteration 17Q: 3 clusters Score -163961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -163967.140625 Penalty: 2564.803955
	Iteration 18Q: 3 clusters Score -163967.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -163972.671875 Penalty: 2564.803955
	Iteration 19Q: 3 clusters Score -163972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -163976.265625 Penalty: 2564.803955
	Iteration 20F: 3 clusters Score -163976.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -163981.328125 Penalty: 2564.803955
	Iteration 21Q: 3 clusters Score -163981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163985.500000 Penalty: 2564.803955
	Iteration 22Q: 3 clusters Score -163985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -163988.734375 Penalty: 2564.803955
	Iteration 23Q: 3 clusters Score -163988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -163992.437500 Penalty: 2564.803955
	Iteration 24Q: 3 clusters Score -163992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -163996.734375 Penalty: 2564.803955
	Iteration 25Q: 3 clusters Score -163996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -164001.546875 Penalty: 2564.803955
	Iteration 26Q: 3 clusters Score -164001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -164009.250000 Penalty: 2564.803955
	Iteration 27Q: 3 clusters Score -164009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -164018.359375 Penalty: 2564.803955
	Iteration 28Q: 3 clusters Score -164018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -164032.046875 Penalty: 2564.803955
	Iteration 29Q: 3 clusters Score -164032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164048.109375 Penalty: 2564.803955
	Iteration 30Q: 3 clusters Score -164048.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -164061.265625 Penalty: 2564.803955
	Iteration 31Q: 3 clusters Score -164061.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164075.375000 Penalty: 2564.803955
	Iteration 32Q: 3 clusters Score -164075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -164091.218750 Penalty: 2564.803955
	Iteration 33Q: 3 clusters Score -164091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -164101.281250 Penalty: 2564.803955
	Iteration 34Q: 3 clusters Score -164101.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -164119.437500 Penalty: 2564.803955
	Iteration 35Q: 3 clusters Score -164119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -164145.546875 Penalty: 2564.803955
	Iteration 36Q: 3 clusters Score -164145.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -164173.234375 Penalty: 2564.803955
	Iteration 37Q: 3 clusters Score -164173.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164189.875000 Penalty: 2564.803955
	Iteration 38Q: 3 clusters Score -164189.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164205.859375 Penalty: 2564.803955
	Iteration 39Q: 3 clusters Score -164205.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164215.312500 Penalty: 2564.803955
	Iteration 40F: 3 clusters Score -164215.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -164222.796875 Penalty: 2564.803955
	Iteration 41Q: 3 clusters Score -164222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164232.359375 Penalty: 2564.803955
	Iteration 42Q: 3 clusters Score -164232.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164240.593750 Penalty: 2564.803955
	Iteration 43Q: 3 clusters Score -164240.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -164250.281250 Penalty: 2564.803955
	Iteration 44Q: 3 clusters Score -164250.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -164260.625000 Penalty: 2564.803955
	Iteration 45Q: 3 clusters Score -164260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -164271.000000 Penalty: 2564.803955
	Iteration 46Q: 3 clusters Score -164271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -164283.765625 Penalty: 2564.803955
	Iteration 47Q: 3 clusters Score -164283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -164293.671875 Penalty: 2564.803955
	Iteration 48Q: 3 clusters Score -164293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -164300.015625 Penalty: 2564.803955
	Iteration 49Q: 3 clusters Score -164300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -164304.531250 Penalty: 2564.803955
	Iteration 50Q: 3 clusters Score -164304.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -164309.906250 Penalty: 2564.803955
	Iteration 51Q: 3 clusters Score -164309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164317.062500 Penalty: 2564.803955
	Iteration 52Q: 3 clusters Score -164317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164326.750000 Penalty: 2564.803955
	Iteration 53Q: 3 clusters Score -164326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164335.500000 Penalty: 2564.803955
	Iteration 54Q: 3 clusters Score -164335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164341.687500 Penalty: 2564.803955
	Iteration 55Q: 3 clusters Score -164341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -164346.968750 Penalty: 2564.803955
	Iteration 56Q: 3 clusters Score -164347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -164350.890625 Penalty: 2564.803955
	Iteration 57Q: 3 clusters Score -164350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -164352.828125 Penalty: 2564.803955
	Iteration 58Q: 3 clusters Score -164352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164354.843750 Penalty: 2564.803955
	Iteration 59Q: 3 clusters Score -164354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -164360.031250 Penalty: 2564.803955
	Iteration 60F: 3 clusters Score -164360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -164362.546875 Penalty: 2564.803955
	Iteration 61Q: 3 clusters Score -164362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -164363.828125 Penalty: 2564.803955
	Iteration 62Q: 3 clusters Score -164363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164365.453125 Penalty: 2564.803955
	Iteration 63Q: 3 clusters Score -164365.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164367.484375 Penalty: 2564.803955
	Iteration 64Q: 3 clusters Score -164367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -164369.734375 Penalty: 2564.803955
	Iteration 65Q: 3 clusters Score -164369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -164370.093750 Penalty: 2564.803955
	Iteration 66Q: 3 clusters Score -164370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -164371.843750 Penalty: 2564.803955
	Iteration 67Q: 3 clusters Score -164371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -164372.890625 Penalty: 2564.803955
	Iteration 68Q: 3 clusters Score -164372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -164373.156250 Penalty: 2564.803955
	Iteration 69Q: 3 clusters Score -164373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -164373.921875 Penalty: 2564.803955
	Iteration 70Q: 3 clusters Score -164373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -164375.031250 Penalty: 2564.803955
	Iteration 71Q: 3 clusters Score -164375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -164375.562500 Penalty: 2564.803955
	Iteration 72Q: 3 clusters Score -164375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164376.562500 Penalty: 2564.803955
	Iteration 73Q: 3 clusters Score -164376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -164377.218750 Penalty: 2564.803955
	Iteration 74Q: 3 clusters Score -164377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -164377.218750 Penalty: 2564.803955
	Iteration 75F: 3 clusters Score -164377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -709231.562500 Penalty: 1524.619629
	Iteration 0F: 2 clusters Score -709231.6 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 5913 members 
Entering Unmasked Estep 
Score: -700851.312500 Penalty: 3049.239258
	Iteration 0F: 3 clusters Score -700851.3 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -703636.875000 Penalty: 3049.239258
	Iteration 1F: 3 clusters Score -703636.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -703971.375000 Penalty: 3049.239258
	Iteration 2F: 3 clusters Score -703971.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -704241.375000 Penalty: 3049.239258
	Iteration 3F: 3 clusters Score -704241.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -704455.187500 Penalty: 3049.239258
	Iteration 4Q: 3 clusters Score -704455.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -704654.687500 Penalty: 3049.239258
	Iteration 5Q: 3 clusters Score -704654.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -704842.437500 Penalty: 3049.239258
	Iteration 6Q: 3 clusters Score -704842.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -705029.187500 Penalty: 3049.239258
	Iteration 7Q: 3 clusters Score -705029.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -705251.437500 Penalty: 3049.239258
	Iteration 8Q: 3 clusters Score -705251.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -705534.625000 Penalty: 3049.239258
	Iteration 9Q: 3 clusters Score -705534.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -705878.250000 Penalty: 3049.239258
	Iteration 10Q: 3 clusters Score -705878.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -706200.250000 Penalty: 3049.239258
	Iteration 11Q: 3 clusters Score -706200.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -706564.812500 Penalty: 3049.239258
	Iteration 12Q: 3 clusters Score -706564.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -706964.812500 Penalty: 3049.239258
	Iteration 13Q: 3 clusters Score -706964.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -707290.437500 Penalty: 3049.239258
	Iteration 14Q: 3 clusters Score -707290.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -707510.062500 Penalty: 3049.239258
	Iteration 15Q: 3 clusters Score -707510.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -707630.562500 Penalty: 3049.239258
	Iteration 16Q: 3 clusters Score -707630.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -707700.562500 Penalty: 3049.239258
	Iteration 17Q: 3 clusters Score -707700.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -707742.125000 Penalty: 3049.239258
	Iteration 18Q: 3 clusters Score -707742.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -707779.000000 Penalty: 3049.239258
	Iteration 19Q: 3 clusters Score -707779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -707807.812500 Penalty: 3049.239258
	Iteration 20F: 3 clusters Score -707807.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -707841.125000 Penalty: 3049.239258
	Iteration 21Q: 3 clusters Score -707841.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -707869.125000 Penalty: 3049.239258
	Iteration 22Q: 3 clusters Score -707869.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -707888.062500 Penalty: 3049.239258
	Iteration 23Q: 3 clusters Score -707888.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -707903.312500 Penalty: 3049.239258
	Iteration 24Q: 3 clusters Score -707903.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -707919.625000 Penalty: 3049.239258
	Iteration 25Q: 3 clusters Score -707919.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -707932.562500 Penalty: 3049.239258
	Iteration 26Q: 3 clusters Score -707932.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -707944.375000 Penalty: 3049.239258
	Iteration 27Q: 3 clusters Score -707944.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -707954.125000 Penalty: 3049.239258
	Iteration 28Q: 3 clusters Score -707954.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -707960.187500 Penalty: 3049.239258
	Iteration 29Q: 3 clusters Score -707960.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -707963.812500 Penalty: 3049.239258
	Iteration 30Q: 3 clusters Score -707963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -707970.875000 Penalty: 3049.239258
	Iteration 31Q: 3 clusters Score -707970.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -707976.375000 Penalty: 3049.239258
	Iteration 32Q: 3 clusters Score -707976.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -707980.875000 Penalty: 3049.239258
	Iteration 33Q: 3 clusters Score -707980.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -707985.000000 Penalty: 3049.239258
	Iteration 34Q: 3 clusters Score -707985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -707988.937500 Penalty: 3049.239258
	Iteration 35Q: 3 clusters Score -707988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -707988.625000 Penalty: 3049.239258
	Iteration 36Q: 3 clusters Score -707988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -707991.375000 Penalty: 3049.239258
	Iteration 37Q: 3 clusters Score -707991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -707992.500000 Penalty: 3049.239258
	Iteration 38Q: 3 clusters Score -707992.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -707997.000000 Penalty: 3049.239258
	Iteration 39Q: 3 clusters Score -707997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -708000.062500 Penalty: 3049.239258
	Iteration 40F: 3 clusters Score -708000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -708000.125000 Penalty: 3049.239258
	Iteration 41Q: 3 clusters Score -708000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -708002.250000 Penalty: 3049.239258
	Iteration 42Q: 3 clusters Score -708002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -708002.812500 Penalty: 3049.239258
	Iteration 43Q: 3 clusters Score -708002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -708003.312500 Penalty: 3049.239258
	Iteration 44Q: 3 clusters Score -708003.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -708005.687500 Penalty: 3049.239258
	Iteration 45Q: 3 clusters Score -708005.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -708005.625000 Penalty: 3049.239258
	Iteration 46Q: 3 clusters Score -708005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -708006.500000 Penalty: 3049.239258
	Iteration 47Q: 3 clusters Score -708006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -708007.187500 Penalty: 3049.239258
	Iteration 48Q: 3 clusters Score -708007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -708006.500000 Penalty: 3049.239258
	Iteration 49Q: 3 clusters Score -708006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -708006.500000 Penalty: 3049.239258
	Iteration 50F: 3 clusters Score -708006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -197195.203125 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -197195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -194310.984375 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -194311 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -195000.906250 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -195000.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -195132.640625 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -195132.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -195213.406250 Penalty: 2624.362305
	Iteration 3Q: 3 clusters Score -195213.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -195285.328125 Penalty: 2624.362305
	Iteration 4Q: 3 clusters Score -195285.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -195332.078125 Penalty: 2624.362305
	Iteration 5Q: 3 clusters Score -195332.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -195367.921875 Penalty: 2624.362305
	Iteration 6Q: 3 clusters Score -195367.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -195395.234375 Penalty: 2624.362305
	Iteration 7Q: 3 clusters Score -195395.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -195413.250000 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -195413.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -195430.453125 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -195430.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -195454.734375 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -195454.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -195473.093750 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -195473.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -195486.968750 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -195487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -195500.796875 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -195500.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -195512.296875 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -195512.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -195524.171875 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -195524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -195531.625000 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -195531.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -195539.312500 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -195539.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -195545.796875 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -195545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -195552.312500 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -195552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -195560.796875 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -195560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195568.234375 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -195568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -195574.375000 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -195574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -195579.234375 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -195579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -195586.640625 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -195586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -195594.093750 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -195594.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -195601.375000 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -195601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -195606.328125 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -195606.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -195609.937500 Penalty: 2624.362305
	Iteration 28Q: 3 clusters Score -195609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -195615.546875 Penalty: 2624.362305
	Iteration 29Q: 3 clusters Score -195615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -195623.171875 Penalty: 2624.362305
	Iteration 30Q: 3 clusters Score -195623.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -195629.156250 Penalty: 2624.362305
	Iteration 31Q: 3 clusters Score -195629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195633.500000 Penalty: 2624.362305
	Iteration 32Q: 3 clusters Score -195633.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -195637.265625 Penalty: 2624.362305
	Iteration 33Q: 3 clusters Score -195637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -195640.890625 Penalty: 2624.362305
	Iteration 34Q: 3 clusters Score -195640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -195644.468750 Penalty: 2624.362305
	Iteration 35Q: 3 clusters Score -195644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -195648.812500 Penalty: 2624.362305
	Iteration 36Q: 3 clusters Score -195648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -195652.875000 Penalty: 2624.362305
	Iteration 37Q: 3 clusters Score -195652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -195656.562500 Penalty: 2624.362305
	Iteration 38Q: 3 clusters Score -195656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -195660.796875 Penalty: 2624.362305
	Iteration 39Q: 3 clusters Score -195660.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -195666.968750 Penalty: 2624.362305
	Iteration 40F: 3 clusters Score -195667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -195674.578125 Penalty: 2624.362305
	Iteration 41Q: 3 clusters Score -195674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195686.531250 Penalty: 2624.362305
	Iteration 42Q: 3 clusters Score -195686.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -195696.515625 Penalty: 2624.362305
	Iteration 43Q: 3 clusters Score -195696.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -195705.625000 Penalty: 2624.362305
	Iteration 44Q: 3 clusters Score -195705.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -195712.218750 Penalty: 2624.362305
	Iteration 45Q: 3 clusters Score -195712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -195718.296875 Penalty: 2624.362305
	Iteration 46Q: 3 clusters Score -195718.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195725.218750 Penalty: 2624.362305
	Iteration 47Q: 3 clusters Score -195725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -195731.437500 Penalty: 2624.362305
	Iteration 48Q: 3 clusters Score -195731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195737.484375 Penalty: 2624.362305
	Iteration 49Q: 3 clusters Score -195737.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -195747.562500 Penalty: 2624.362305
	Iteration 50Q: 3 clusters Score -195747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -195756.453125 Penalty: 2624.362305
	Iteration 51Q: 3 clusters Score -195756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -195768.703125 Penalty: 2624.362305
	Iteration 52Q: 3 clusters Score -195768.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195778.093750 Penalty: 2624.362305
	Iteration 53Q: 3 clusters Score -195778.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -195784.953125 Penalty: 2624.362305
	Iteration 54Q: 3 clusters Score -195785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -195787.609375 Penalty: 2624.362305
	Iteration 55Q: 3 clusters Score -195787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195791.875000 Penalty: 2624.362305
	Iteration 56Q: 3 clusters Score -195791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195796.062500 Penalty: 2624.362305
	Iteration 57Q: 3 clusters Score -195796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195802.140625 Penalty: 2624.362305
	Iteration 58Q: 3 clusters Score -195802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195808.906250 Penalty: 2624.362305
	Iteration 59Q: 3 clusters Score -195808.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195821.968750 Penalty: 2624.362305
	Iteration 60F: 3 clusters Score -195822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195836.531250 Penalty: 2624.362305
	Iteration 61Q: 3 clusters Score -195836.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195853.203125 Penalty: 2624.362305
	Iteration 62Q: 3 clusters Score -195853.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195867.656250 Penalty: 2624.362305
	Iteration 63Q: 3 clusters Score -195867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195874.015625 Penalty: 2624.362305
	Iteration 64Q: 3 clusters Score -195874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195880.671875 Penalty: 2624.362305
	Iteration 65Q: 3 clusters Score -195880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195887.765625 Penalty: 2624.362305
	Iteration 66Q: 3 clusters Score -195887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -195897.062500 Penalty: 2624.362305
	Iteration 67Q: 3 clusters Score -195897.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195907.859375 Penalty: 2624.362305
	Iteration 68Q: 3 clusters Score -195907.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195915.687500 Penalty: 2624.362305
	Iteration 69Q: 3 clusters Score -195915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195927.281250 Penalty: 2624.362305
	Iteration 70Q: 3 clusters Score -195927.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -195937.031250 Penalty: 2624.362305
	Iteration 71Q: 3 clusters Score -195937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -195941.859375 Penalty: 2624.362305
	Iteration 72Q: 3 clusters Score -195941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -195944.265625 Penalty: 2624.362305
	Iteration 73Q: 3 clusters Score -195944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -195945.828125 Penalty: 2624.362305
	Iteration 74Q: 3 clusters Score -195945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -195947.093750 Penalty: 2624.362305
	Iteration 75Q: 3 clusters Score -195947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -195949.000000 Penalty: 2624.362305
	Iteration 76Q: 3 clusters Score -195949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -195950.187500 Penalty: 2624.362305
	Iteration 77Q: 3 clusters Score -195950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -195951.921875 Penalty: 2624.362305
	Iteration 78Q: 3 clusters Score -195951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -195952.484375 Penalty: 2624.362305
	Iteration 79Q: 3 clusters Score -195952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -195953.109375 Penalty: 2624.362305
	Iteration 80F: 3 clusters Score -195953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -195955.078125 Penalty: 2624.362305
	Iteration 81Q: 3 clusters Score -195955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -195956.093750 Penalty: 2624.362305
	Iteration 82Q: 3 clusters Score -195956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -195956.093750 Penalty: 2624.362305
	Iteration 83F: 3 clusters Score -195956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -71184.734375 Penalty: 1177.418945
	Iteration 0F: 2 clusters Score -71184.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -69462.640625 Penalty: 2354.837891
	Iteration 0F: 3 clusters Score -69462.64 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -69834.312500 Penalty: 2354.837891
	Iteration 1F: 3 clusters Score -69834.31 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -69936.781250 Penalty: 2354.837891
	Iteration 2F: 3 clusters Score -69936.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -69994.007812 Penalty: 2354.837891
	Iteration 3Q: 3 clusters Score -69994.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -70046.078125 Penalty: 2354.837891
	Iteration 4Q: 3 clusters Score -70046.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70076.625000 Penalty: 2354.837891
	Iteration 5Q: 3 clusters Score -70076.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -70091.140625 Penalty: 2354.837891
	Iteration 6Q: 3 clusters Score -70091.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70105.453125 Penalty: 2354.837891
	Iteration 7Q: 3 clusters Score -70105.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70121.273438 Penalty: 2354.837891
	Iteration 8Q: 3 clusters Score -70121.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70130.460938 Penalty: 2354.837891
	Iteration 9Q: 3 clusters Score -70130.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70139.125000 Penalty: 2354.837891
	Iteration 10Q: 3 clusters Score -70139.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -70145.703125 Penalty: 2354.837891
	Iteration 11Q: 3 clusters Score -70145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70148.257812 Penalty: 2354.837891
	Iteration 12Q: 3 clusters Score -70148.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -70149.648438 Penalty: 2354.837891
	Iteration 13Q: 3 clusters Score -70149.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70153.195312 Penalty: 2354.837891
	Iteration 14Q: 3 clusters Score -70153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -70155.812500 Penalty: 2354.837891
	Iteration 15Q: 3 clusters Score -70155.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70157.382812 Penalty: 2354.837891
	Iteration 16Q: 3 clusters Score -70157.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70157.382812 Penalty: 2354.837891
	Iteration 17F: 3 clusters Score -70157.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -145018.625000 Penalty: 1265.112061
	Iteration 0F: 2 clusters Score -145018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -142691.796875 Penalty: 2530.224121
	Iteration 0F: 3 clusters Score -142691.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -143166.687500 Penalty: 2530.224121
	Iteration 1F: 3 clusters Score -143166.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -143309.109375 Penalty: 2530.224121
	Iteration 2F: 3 clusters Score -143309.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -143386.484375 Penalty: 2530.224121
	Iteration 3Q: 3 clusters Score -143386.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -143431.859375 Penalty: 2530.224121
	Iteration 4Q: 3 clusters Score -143431.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -143472.281250 Penalty: 2530.224121
	Iteration 5Q: 3 clusters Score -143472.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -143497.578125 Penalty: 2530.224121
	Iteration 6Q: 3 clusters Score -143497.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -143527.375000 Penalty: 2530.224121
	Iteration 7Q: 3 clusters Score -143527.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -143543.187500 Penalty: 2530.224121
	Iteration 8Q: 3 clusters Score -143543.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -143557.218750 Penalty: 2530.224121
	Iteration 9Q: 3 clusters Score -143557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -143570.734375 Penalty: 2530.224121
	Iteration 10Q: 3 clusters Score -143570.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -143584.000000 Penalty: 2530.224121
	Iteration 11Q: 3 clusters Score -143584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -143596.062500 Penalty: 2530.224121
	Iteration 12Q: 3 clusters Score -143596.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -143608.718750 Penalty: 2530.224121
	Iteration 13Q: 3 clusters Score -143608.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -143620.953125 Penalty: 2530.224121
	Iteration 14Q: 3 clusters Score -143621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -143630.531250 Penalty: 2530.224121
	Iteration 15Q: 3 clusters Score -143630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -143639.125000 Penalty: 2530.224121
	Iteration 16Q: 3 clusters Score -143639.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -143650.812500 Penalty: 2530.224121
	Iteration 17Q: 3 clusters Score -143650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -143667.265625 Penalty: 2530.224121
	Iteration 18Q: 3 clusters Score -143667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -143681.921875 Penalty: 2530.224121
	Iteration 19Q: 3 clusters Score -143681.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -143700.515625 Penalty: 2530.224121
	Iteration 20F: 3 clusters Score -143700.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -143717.671875 Penalty: 2530.224121
	Iteration 21Q: 3 clusters Score -143717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -143729.921875 Penalty: 2530.224121
	Iteration 22Q: 3 clusters Score -143729.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -143741.953125 Penalty: 2530.224121
	Iteration 23Q: 3 clusters Score -143742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -143751.265625 Penalty: 2530.224121
	Iteration 24Q: 3 clusters Score -143751.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -143763.875000 Penalty: 2530.224121
	Iteration 25Q: 3 clusters Score -143763.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -143776.515625 Penalty: 2530.224121
	Iteration 26Q: 3 clusters Score -143776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -143789.187500 Penalty: 2530.224121
	Iteration 27Q: 3 clusters Score -143789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -143799.265625 Penalty: 2530.224121
	Iteration 28Q: 3 clusters Score -143799.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -143806.000000 Penalty: 2530.224121
	Iteration 29Q: 3 clusters Score -143806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -143812.828125 Penalty: 2530.224121
	Iteration 30Q: 3 clusters Score -143812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -143817.500000 Penalty: 2530.224121
	Iteration 31Q: 3 clusters Score -143817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -143820.656250 Penalty: 2530.224121
	Iteration 32Q: 3 clusters Score -143820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -143820.687500 Penalty: 2530.224121
	Iteration 33Q: 3 clusters Score -143820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -143821.484375 Penalty: 2530.224121
	Iteration 34Q: 3 clusters Score -143821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -143821.875000 Penalty: 2530.224121
	Iteration 35Q: 3 clusters Score -143821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -143824.343750 Penalty: 2530.224121
	Iteration 36Q: 3 clusters Score -143824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -143827.984375 Penalty: 2530.224121
	Iteration 37Q: 3 clusters Score -143828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -143830.125000 Penalty: 2530.224121
	Iteration 38Q: 3 clusters Score -143830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -143831.406250 Penalty: 2530.224121
	Iteration 39Q: 3 clusters Score -143831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -143832.484375 Penalty: 2530.224121
	Iteration 40F: 3 clusters Score -143832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -143833.812500 Penalty: 2530.224121
	Iteration 41Q: 3 clusters Score -143833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -143834.078125 Penalty: 2530.224121
	Iteration 42Q: 3 clusters Score -143834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -143834.078125 Penalty: 2530.224121
	Iteration 43F: 3 clusters Score -143834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Entering Unmasked Estep 
Score: -84157.828125 Penalty: 1187.855835
	Iteration 0F: 2 clusters Score -84157.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -82396.882812 Penalty: 2375.711670
	Iteration 0F: 3 clusters Score -82396.88 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -82704.242188 Penalty: 2375.711670
	Iteration 1F: 3 clusters Score -82704.24 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -82793.640625 Penalty: 2375.711670
	Iteration 2F: 3 clusters Score -82793.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -82825.992188 Penalty: 2375.711670
	Iteration 3Q: 3 clusters Score -82825.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -82847.335938 Penalty: 2375.711670
	Iteration 4Q: 3 clusters Score -82847.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -82865.171875 Penalty: 2375.711670
	Iteration 5Q: 3 clusters Score -82865.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82879.031250 Penalty: 2375.711670
	Iteration 6Q: 3 clusters Score -82879.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -82888.500000 Penalty: 2375.711670
	Iteration 7Q: 3 clusters Score -82888.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82898.695312 Penalty: 2375.711670
	Iteration 8Q: 3 clusters Score -82898.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82906.070312 Penalty: 2375.711670
	Iteration 9Q: 3 clusters Score -82906.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82909.664062 Penalty: 2375.711670
	Iteration 10Q: 3 clusters Score -82909.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -82913.937500 Penalty: 2375.711670
	Iteration 11Q: 3 clusters Score -82913.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -82919.335938 Penalty: 2375.711670
	Iteration 12Q: 3 clusters Score -82919.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -82923.070312 Penalty: 2375.711670
	Iteration 13Q: 3 clusters Score -82923.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -82924.625000 Penalty: 2375.711670
	Iteration 14Q: 3 clusters Score -82924.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -82925.914062 Penalty: 2375.711670
	Iteration 15Q: 3 clusters Score -82925.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -82929.257812 Penalty: 2375.711670
	Iteration 16Q: 3 clusters Score -82929.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -82932.843750 Penalty: 2375.711670
	Iteration 17Q: 3 clusters Score -82932.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -82934.570312 Penalty: 2375.711670
	Iteration 18Q: 3 clusters Score -82934.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -82934.570312 Penalty: 2375.711670
	Iteration 19F: 3 clusters Score -82934.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 25030 members 
Mstep: Class 6 contains 67890 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 9767 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 9211 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 6570 members 
Mstep: Class 18 contains 2675 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 1402 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556125.000000 Penalty: 43480.554688
Iteration 39Q: 23 clusters Score -1.055612e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 25014 members 
Mstep: Class 6 contains 67851 members 
Mstep: Class 7 contains 13899 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 9198 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 11862 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556232.000000 Penalty: 43480.554688
Iteration 40F: 23 clusters Score -1.055623e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 8369 members 
Mstep: Class 5 contains 24996 members 
Mstep: Class 6 contains 67802 members 
Mstep: Class 7 contains 13860 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 9196 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 16 contains 7408 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 2660 members 
Mstep: Class 19 contains 11849 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 2426 members 
Mstep: Class 23 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -1.055631e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 8428 members 
Mstep: Class 5 contains 24969 members 
Mstep: Class 6 contains 67754 members 
Mstep: Class 7 contains 13825 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 9753 members 
Mstep: Class 10 contains 2078 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 2243 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 3266 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2443 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556374.000000 Penalty: 43480.554688
Iteration 42Q: 23 clusters Score -1.055637e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 24948 members 
Mstep: Class 6 contains 67713 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 1552 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556428.000000 Penalty: 43480.554688
Iteration 43Q: 23 clusters Score -1.055643e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 8557 members 
Mstep: Class 5 contains 24926 members 
Mstep: Class 6 contains 67678 members 
Mstep: Class 7 contains 13769 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 11820 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 2473 members 
Mstep: Class 23 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556482.000000 Penalty: 43480.554688
Iteration 44Q: 23 clusters Score -1.055648e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 8633 members 
Mstep: Class 5 contains 24912 members 
Mstep: Class 6 contains 67647 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 9768 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556548.000000 Penalty: 43480.554688
Iteration 45Q: 23 clusters Score -1.055655e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2245 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 8690 members 
Mstep: Class 5 contains 24894 members 
Mstep: Class 6 contains 67606 members 
Mstep: Class 7 contains 13735 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 9763 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 9179 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 16 contains 7560 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 11800 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556567.000000 Penalty: 43480.554688
Iteration 46Q: 23 clusters Score -1.055657e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 3839 members 
Mstep: Class 4 contains 8752 members 
Mstep: Class 5 contains 24878 members 
Mstep: Class 6 contains 67564 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 9180 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556569.000000 Penalty: 43480.554688
Iteration 47Q: 23 clusters Score -1.055657e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 8829 members 
Mstep: Class 5 contains 24859 members 
Mstep: Class 6 contains 67523 members 
Mstep: Class 7 contains 13716 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 11785 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 1406 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556592.000000 Penalty: 43480.554688
Iteration 48Q: 23 clusters Score -1.055659e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 3834 members 
Mstep: Class 4 contains 8881 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 6 contains 67502 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11777 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556593.000000 Penalty: 43480.554688
Iteration 49Q: 23 clusters Score -1.055659e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 3835 members 
Mstep: Class 4 contains 8953 members 
Mstep: Class 5 contains 24844 members 
Mstep: Class 6 contains 67481 members 
Mstep: Class 7 contains 13691 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 9750 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556659.000000 Penalty: 43480.554688
Iteration 50Q: 23 clusters Score -1.055666e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 3834 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 24841 members 
Mstep: Class 6 contains 67441 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 9746 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 16 contains 7646 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556659.000000 Penalty: 43480.554688
Iteration 51Q: 23 clusters Score -1.055666e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 24829 members 
Mstep: Class 6 contains 67430 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 9167 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 6632 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556668.000000 Penalty: 43480.554688
Iteration 52Q: 23 clusters Score -1.055667e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 67416 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 9733 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556717.000000 Penalty: 43480.554688
Iteration 53Q: 23 clusters Score -1.055672e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 67385 members 
Mstep: Class 7 contains 13640 members 
Mstep: Class 8 contains 3329 members 
Mstep: Class 9 contains 9731 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 1526 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556717.000000 Penalty: 43480.554688
Iteration 54Q: 23 clusters Score -1.055672e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2257 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 67362 members 
Mstep: Class 7 contains 13624 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 9725 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 16 contains 7708 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11753 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556738.000000 Penalty: 43480.554688
Iteration 55Q: 23 clusters Score -1.055674e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 24794 members 
Mstep: Class 6 contains 67348 members 
Mstep: Class 7 contains 13613 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 9 contains 9721 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 9162 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 1523 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 16 contains 7721 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556750.000000 Penalty: 43480.554688
Iteration 56Q: 23 clusters Score -1.055675e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2273 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 24790 members 
Mstep: Class 6 contains 67332 members 
Mstep: Class 7 contains 13602 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 9718 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 9162 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 16 contains 7732 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 1408 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556759.000000 Penalty: 43480.554688
Iteration 57Q: 23 clusters Score -1.055676e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 67311 members 
Mstep: Class 7 contains 13586 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 1518 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556759.000000 Penalty: 43480.554688
Iteration 58Q: 23 clusters Score -1.055676e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 5 contains 24780 members 
Mstep: Class 6 contains 67291 members 
Mstep: Class 7 contains 13573 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 9707 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3500 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556832.000000 Penalty: 43480.554688
Iteration 59Q: 23 clusters Score -1.055683e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 9366 members 
Mstep: Class 5 contains 24780 members 
Mstep: Class 6 contains 67276 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 1509 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 11732 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556824.000000 Penalty: 43480.554688
Iteration 60F: 23 clusters Score -1.055682e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 3822 members 
Mstep: Class 4 contains 9386 members 
Mstep: Class 5 contains 24778 members 
Mstep: Class 6 contains 67259 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 3164 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 2381 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 11731 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 1399 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556839.000000 Penalty: 43480.554688
Iteration 61Q: 23 clusters Score -1.055684e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 24777 members 
Mstep: Class 6 contains 67226 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 3147 members 
Mstep: Class 9 contains 9707 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556839.000000 Penalty: 43480.554688
Iteration 62Q: 23 clusters Score -1.055684e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 9437 members 
Mstep: Class 5 contains 24776 members 
Mstep: Class 6 contains 67208 members 
Mstep: Class 7 contains 13516 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 16 contains 7787 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 20 contains 3555 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556857.000000 Penalty: 43480.554688
Iteration 63Q: 23 clusters Score -1.055686e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 9458 members 
Mstep: Class 5 contains 24766 members 
Mstep: Class 6 contains 67188 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 16 contains 7796 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556919.000000 Penalty: 43480.554688
Iteration 64Q: 23 clusters Score -1.055692e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 9482 members 
Mstep: Class 5 contains 24759 members 
Mstep: Class 6 contains 67170 members 
Mstep: Class 7 contains 13501 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556918.000000 Penalty: 43480.554688
Iteration 65Q: 23 clusters Score -1.055692e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 24755 members 
Mstep: Class 6 contains 67148 members 
Mstep: Class 7 contains 13496 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 3620 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556948.000000 Penalty: 43480.554688
Iteration 66Q: 23 clusters Score -1.055695e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 24755 members 
Mstep: Class 6 contains 67129 members 
Mstep: Class 7 contains 13482 members 
Mstep: Class 8 contains 3094 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 16 contains 7811 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 11700 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556963.000000 Penalty: 43480.554688
Iteration 67Q: 23 clusters Score -1.055696e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 24752 members 
Mstep: Class 6 contains 67118 members 
Mstep: Class 7 contains 13468 members 
Mstep: Class 8 contains 3083 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 16 contains 7816 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556968.000000 Penalty: 43480.554688
Iteration 68Q: 23 clusters Score -1.055697e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 24749 members 
Mstep: Class 6 contains 67119 members 
Mstep: Class 7 contains 13450 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 16 contains 7816 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 11692 members 
Mstep: Class 20 contains 3662 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556959.000000 Penalty: 43480.554688
Iteration 69Q: 23 clusters Score -1.055696e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 5 contains 24750 members 
Mstep: Class 6 contains 67111 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 11685 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556962.000000 Penalty: 43480.554688
Iteration 70Q: 23 clusters Score -1.055696e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 9584 members 
Mstep: Class 5 contains 24746 members 
Mstep: Class 6 contains 67105 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 16 contains 7817 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 3695 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556981.000000 Penalty: 43480.554688
Iteration 71Q: 23 clusters Score -1.055698e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 9587 members 
Mstep: Class 5 contains 24747 members 
Mstep: Class 6 contains 67103 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 9718 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 11682 members 
Mstep: Class 20 contains 3704 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556981.000000 Penalty: 43480.554688
Iteration 72Q: 23 clusters Score -1.055698e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 24748 members 
Mstep: Class 6 contains 67100 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 16 contains 7826 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556972.000000 Penalty: 43480.554688
Iteration 73Q: 23 clusters Score -1.055697e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 24749 members 
Mstep: Class 6 contains 67084 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 3730 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556989.000000 Penalty: 43480.554688
Iteration 74Q: 23 clusters Score -1.055699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2356 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 24750 members 
Mstep: Class 6 contains 67071 members 
Mstep: Class 7 contains 13366 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 16 contains 7834 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11679 members 
Mstep: Class 20 contains 3748 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556990.000000 Penalty: 43480.554688
Iteration 75Q: 23 clusters Score -1.055699e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 24751 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 13361 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 16 contains 7841 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 11677 members 
Mstep: Class 20 contains 3765 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557002.000000 Penalty: 43480.554688
Iteration 76Q: 23 clusters Score -1.0557e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 24752 members 
Mstep: Class 6 contains 67023 members 
Mstep: Class 7 contains 13354 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 11668 members 
Mstep: Class 20 contains 3786 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557035.000000 Penalty: 43480.554688
Iteration 77Q: 23 clusters Score -1.055704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 67009 members 
Mstep: Class 7 contains 13347 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 11662 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557019.000000 Penalty: 43480.554688
Iteration 78Q: 23 clusters Score -1.055702e+07 nChanged 61
Entering ConstructFrom: 
Score: -10557019.000000 Penalty: 43480.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -168976.968750 Penalty: 1286.481201
	Iteration 0F: 2 clusters Score -168977 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 1380 members 
Entering Unmasked Estep 
Score: -166443.281250 Penalty: 2572.962402
	Iteration 0F: 3 clusters Score -166443.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -167045.015625 Penalty: 2572.962402
	Iteration 1F: 3 clusters Score -167045 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -167168.953125 Penalty: 2572.962402
	Iteration 2F: 3 clusters Score -167169 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -167217.140625 Penalty: 2572.962402
	Iteration 3Q: 3 clusters Score -167217.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -167241.328125 Penalty: 2572.962402
	Iteration 4Q: 3 clusters Score -167241.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -167259.234375 Penalty: 2572.962402
	Iteration 5Q: 3 clusters Score -167259.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -167272.937500 Penalty: 2572.962402
	Iteration 6Q: 3 clusters Score -167272.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -167283.859375 Penalty: 2572.962402
	Iteration 7Q: 3 clusters Score -167283.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -167293.531250 Penalty: 2572.962402
	Iteration 8Q: 3 clusters Score -167293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -167299.468750 Penalty: 2572.962402
	Iteration 9Q: 3 clusters Score -167299.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -167306.093750 Penalty: 2572.962402
	Iteration 10Q: 3 clusters Score -167306.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -167313.781250 Penalty: 2572.962402
	Iteration 11Q: 3 clusters Score -167313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -167320.328125 Penalty: 2572.962402
	Iteration 12Q: 3 clusters Score -167320.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -167326.218750 Penalty: 2572.962402
	Iteration 13Q: 3 clusters Score -167326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -167331.953125 Penalty: 2572.962402
	Iteration 14Q: 3 clusters Score -167332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -167336.390625 Penalty: 2572.962402
	Iteration 15Q: 3 clusters Score -167336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -167340.359375 Penalty: 2572.962402
	Iteration 16Q: 3 clusters Score -167340.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -167344.078125 Penalty: 2572.962402
	Iteration 17Q: 3 clusters Score -167344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -167346.109375 Penalty: 2572.962402
	Iteration 18Q: 3 clusters Score -167346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -167348.265625 Penalty: 2572.962402
	Iteration 19Q: 3 clusters Score -167348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -167350.031250 Penalty: 2572.962402
	Iteration 20F: 3 clusters Score -167350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -167351.937500 Penalty: 2572.962402
	Iteration 21Q: 3 clusters Score -167351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -167354.390625 Penalty: 2572.962402
	Iteration 22Q: 3 clusters Score -167354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -167357.250000 Penalty: 2572.962402
	Iteration 23Q: 3 clusters Score -167357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -167358.171875 Penalty: 2572.962402
	Iteration 24Q: 3 clusters Score -167358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -167359.734375 Penalty: 2572.962402
	Iteration 25Q: 3 clusters Score -167359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -167361.140625 Penalty: 2572.962402
	Iteration 26Q: 3 clusters Score -167361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -167363.218750 Penalty: 2572.962402
	Iteration 27Q: 3 clusters Score -167363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -167365.625000 Penalty: 2572.962402
	Iteration 28Q: 3 clusters Score -167365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -167367.453125 Penalty: 2572.962402
	Iteration 29Q: 3 clusters Score -167367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -167368.375000 Penalty: 2572.962402
	Iteration 30Q: 3 clusters Score -167368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -167369.156250 Penalty: 2572.962402
	Iteration 31Q: 3 clusters Score -167369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -167370.484375 Penalty: 2572.962402
	Iteration 32Q: 3 clusters Score -167370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -167371.656250 Penalty: 2572.962402
	Iteration 33Q: 3 clusters Score -167371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -167372.125000 Penalty: 2572.962402
	Iteration 34Q: 3 clusters Score -167372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -167372.125000 Penalty: 2572.962402
	Iteration 35F: 3 clusters Score -167372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -124137.539062 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -124137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -121837.968750 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -121838 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -122358.898438 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -122358.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -122491.867188 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -122491.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122581.718750 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -122581.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -122651.710938 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -122651.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -122707.007812 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -122707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -122756.671875 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -122756.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -122809.648438 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -122809.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -122849.734375 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -122849.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -122888.484375 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -122888.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -122919.953125 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -122920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122935.203125 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -122935.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -122947.726562 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -122947.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -122954.273438 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -122954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122962.335938 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -122962.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -122972.796875 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -122972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122981.187500 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -122981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -122985.335938 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -122985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -122989.453125 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -122989.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122992.851562 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -122992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122995.656250 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -122995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122998.187500 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -122998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -122999.734375 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -122999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123002.492188 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -123002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -123004.515625 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -123004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -123006.359375 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -123006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -123007.867188 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -123007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -123009.085938 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -123009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -123009.820312 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -123009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123009.929688 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -123009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123009.929688 Penalty: 2523.947754
	Iteration 30F: 3 clusters Score -123009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -219920.828125 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -219920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -216708.984375 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -216709 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -217640.812500 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -217640.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -217865.453125 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -217865.5 nChanged 221
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: -218021.609375 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -218021.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -218145.828125 Penalty: 2676.061279
	Iteration 4Q: 3 clusters Score -218145.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -218233.515625 Penalty: 2676.061279
	Iteration 5Q: 3 clusters Score -218233.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -218302.781250 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -218302.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218362.500000 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -218362.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -218419.468750 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -218419.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -218470.406250 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -218470.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -218524.968750 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -218525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218572.250000 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -218572.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -218611.687500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -218611.7 nChanged 72
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: -218652.375000 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -218652.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218683.890625 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -218683.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218719.656250 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -218719.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218755.843750 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -218755.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -218784.546875 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -218784.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218809.343750 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -218809.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -218827.937500 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -218827.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218845.203125 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -218845.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218859.968750 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -218860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -218872.562500 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -218872.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -218888.468750 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -218888.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218906.500000 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -218906.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -218918.328125 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -218918.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -218928.515625 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -218928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -218942.000000 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -218942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218949.859375 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -218949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218957.671875 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -218957.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -218965.515625 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -218965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -218970.859375 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -218970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -218974.140625 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -218974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -218977.875000 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -218977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -218979.625000 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -218979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218981.703125 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -218981.7 nChanged 6
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: -218985.640625 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -218985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218993.984375 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -218994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -218997.312500 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -218997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219000.421875 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -219000.4 nChanged 7
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: -219002.171875 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -219002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Entering Unmasked Estep 
Score: -522461.218750 Penalty: 1490.418701
	Iteration 0F: 2 clusters Score -522461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -515509.781250 Penalty: 2980.837402
	Iteration 0F: 3 clusters Score -515509.8 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -517963.687500 Penalty: 2980.837402
	Iteration 1F: 3 clusters Score -517963.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -518324.187500 Penalty: 2980.837402
	Iteration 2F: 3 clusters Score -518324.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -518643.937500 Penalty: 2980.837402
	Iteration 3F: 3 clusters Score -518643.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -518959.187500 Penalty: 2980.837402
	Iteration 4F: 3 clusters Score -518959.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -519309.687500 Penalty: 2980.837402
	Iteration 5F: 3 clusters Score -519309.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -519677.312500 Penalty: 2980.837402
	Iteration 6F: 3 clusters Score -519677.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -520022.937500 Penalty: 2980.837402
	Iteration 7F: 3 clusters Score -520022.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -520377.187500 Penalty: 2980.837402
	Iteration 8Q: 3 clusters Score -520377.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -520677.562500 Penalty: 2980.837402
	Iteration 9Q: 3 clusters Score -520677.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -520871.718750 Penalty: 2980.837402
	Iteration 10Q: 3 clusters Score -520871.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -520993.843750 Penalty: 2980.837402
	Iteration 11Q: 3 clusters Score -520993.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -521067.812500 Penalty: 2980.837402
	Iteration 12Q: 3 clusters Score -521067.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -521139.125000 Penalty: 2980.837402
	Iteration 13Q: 3 clusters Score -521139.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -521207.500000 Penalty: 2980.837402
	Iteration 14Q: 3 clusters Score -521207.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -521278.593750 Penalty: 2980.837402
	Iteration 15Q: 3 clusters Score -521278.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -521338.281250 Penalty: 2980.837402
	Iteration 16Q: 3 clusters Score -521338.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -521380.812500 Penalty: 2980.837402
	Iteration 17Q: 3 clusters Score -521380.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -521413.343750 Penalty: 2980.837402
	Iteration 18Q: 3 clusters Score -521413.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -521437.312500 Penalty: 2980.837402
	Iteration 19Q: 3 clusters Score -521437.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -521456.468750 Penalty: 2980.837402
	Iteration 20F: 3 clusters Score -521456.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -521475.250000 Penalty: 2980.837402
	Iteration 21Q: 3 clusters Score -521475.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -521493.875000 Penalty: 2980.837402
	Iteration 22Q: 3 clusters Score -521493.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -521509.218750 Penalty: 2980.837402
	Iteration 23Q: 3 clusters Score -521509.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -521527.750000 Penalty: 2980.837402
	Iteration 24Q: 3 clusters Score -521527.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -521542.687500 Penalty: 2980.837402
	Iteration 25Q: 3 clusters Score -521542.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -521555.750000 Penalty: 2980.837402
	Iteration 26Q: 3 clusters Score -521555.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -521567.625000 Penalty: 2980.837402
	Iteration 27Q: 3 clusters Score -521567.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -521578.062500 Penalty: 2980.837402
	Iteration 28Q: 3 clusters Score -521578.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -521585.468750 Penalty: 2980.837402
	Iteration 29Q: 3 clusters Score -521585.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -521589.625000 Penalty: 2980.837402
	Iteration 30Q: 3 clusters Score -521589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -521594.218750 Penalty: 2980.837402
	Iteration 31Q: 3 clusters Score -521594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -521595.281250 Penalty: 2980.837402
	Iteration 32Q: 3 clusters Score -521595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -521597.062500 Penalty: 2980.837402
	Iteration 33Q: 3 clusters Score -521597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -521598.656250 Penalty: 2980.837402
	Iteration 34Q: 3 clusters Score -521598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -521599.906250 Penalty: 2980.837402
	Iteration 35Q: 3 clusters Score -521599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -521601.687500 Penalty: 2980.837402
	Iteration 36Q: 3 clusters Score -521601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -521604.156250 Penalty: 2980.837402
	Iteration 37Q: 3 clusters Score -521604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -521605.906250 Penalty: 2980.837402
	Iteration 38Q: 3 clusters Score -521605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -521605.906250 Penalty: 2980.837402
	Iteration 39Q: 3 clusters Score -521605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -521605.906250 Penalty: 2980.837402
	Iteration 40F: 3 clusters Score -521605.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Entering Unmasked Estep 
Score: -1473257.250000 Penalty: 1643.970581
	Iteration 0F: 2 clusters Score -1473257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1456644.750000 Penalty: 3287.941162
	Iteration 0F: 3 clusters Score -1456645 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1462798.000000 Penalty: 3287.941162
	Iteration 1F: 3 clusters Score -1462798 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1463211.625000 Penalty: 3287.941162
	Iteration 2Q: 3 clusters Score -1463212 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1463634.250000 Penalty: 3287.941162
	Iteration 3Q: 3 clusters Score -1463634 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1464088.125000 Penalty: 3287.941162
	Iteration 4Q: 3 clusters Score -1464088 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1464530.000000 Penalty: 3287.941162
	Iteration 5Q: 3 clusters Score -1464530 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1465024.875000 Penalty: 3287.941162
	Iteration 6Q: 3 clusters Score -1465025 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1465592.625000 Penalty: 3287.941162
	Iteration 7Q: 3 clusters Score -1465593 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1466221.250000 Penalty: 3287.941162
	Iteration 8F: 3 clusters Score -1466221 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1466851.375000 Penalty: 3287.941162
	Iteration 9F: 3 clusters Score -1466851 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1467478.625000 Penalty: 3287.941162
	Iteration 10Q: 3 clusters Score -1467479 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1468072.875000 Penalty: 3287.941162
	Iteration 11Q: 3 clusters Score -1468073 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1468666.875000 Penalty: 3287.941162
	Iteration 12Q: 3 clusters Score -1468667 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1469268.125000 Penalty: 3287.941162
	Iteration 13Q: 3 clusters Score -1469268 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -1469849.125000 Penalty: 3287.941162
	Iteration 14Q: 3 clusters Score -1469849 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1470381.125000 Penalty: 3287.941162
	Iteration 15Q: 3 clusters Score -1470381 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1470800.250000 Penalty: 3287.941162
	Iteration 16Q: 3 clusters Score -1470800 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1471096.250000 Penalty: 3287.941162
	Iteration 17Q: 3 clusters Score -1471096 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1471314.000000 Penalty: 3287.941162
	Iteration 18Q: 3 clusters Score -1471314 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -1471472.125000 Penalty: 3287.941162
	Iteration 19Q: 3 clusters Score -1471472 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -1471575.250000 Penalty: 3287.941162
	Iteration 20F: 3 clusters Score -1471575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -1471648.625000 Penalty: 3287.941162
	Iteration 21Q: 3 clusters Score -1471649 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -1471707.375000 Penalty: 3287.941162
	Iteration 22Q: 3 clusters Score -1471707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -1471741.750000 Penalty: 3287.941162
	Iteration 23Q: 3 clusters Score -1471742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -1471770.125000 Penalty: 3287.941162
	Iteration 24Q: 3 clusters Score -1471770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -1471789.125000 Penalty: 3287.941162
	Iteration 25Q: 3 clusters Score -1471789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -1471797.250000 Penalty: 3287.941162
	Iteration 26Q: 3 clusters Score -1471797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1471809.500000 Penalty: 3287.941162
	Iteration 27Q: 3 clusters Score -1471810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1471819.000000 Penalty: 3287.941162
	Iteration 28Q: 3 clusters Score -1471819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -1471823.625000 Penalty: 3287.941162
	Iteration 29Q: 3 clusters Score -1471824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1471830.500000 Penalty: 3287.941162
	Iteration 30Q: 3 clusters Score -1471830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1471836.625000 Penalty: 3287.941162
	Iteration 31Q: 3 clusters Score -1471837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -1471845.500000 Penalty: 3287.941162
	Iteration 32Q: 3 clusters Score -1471846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -1471850.500000 Penalty: 3287.941162
	Iteration 33Q: 3 clusters Score -1471850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -1471853.125000 Penalty: 3287.941162
	Iteration 34Q: 3 clusters Score -1471853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -1471857.375000 Penalty: 3287.941162
	Iteration 35Q: 3 clusters Score -1471857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -1471857.500000 Penalty: 3287.941162
	Iteration 36Q: 3 clusters Score -1471858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1471859.875000 Penalty: 3287.941162
	Iteration 37Q: 3 clusters Score -1471860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -1471861.000000 Penalty: 3287.941162
	Iteration 38Q: 3 clusters Score -1471861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -1471861.000000 Penalty: 3287.941162
	Iteration 39F: 3 clusters Score -1471861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Entering Unmasked Estep 
Score: -3890392.250000 Penalty: 1805.743652
	Iteration 0F: 2 clusters Score -3890392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3845902.500000 Penalty: 3611.487305
	Iteration 0F: 3 clusters Score -3845902 nChanged 31646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3863862.000000 Penalty: 3611.487305
	Iteration 1F: 3 clusters Score -3863862 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -3864354.000000 Penalty: 3611.487305
	Iteration 2Q: 3 clusters Score -3864354 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3864946.000000 Penalty: 3611.487305
	Iteration 3Q: 3 clusters Score -3864946 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3865632.250000 Penalty: 3611.487305
	Iteration 4Q: 3 clusters Score -3865632 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -3866651.750000 Penalty: 3611.487305
	Iteration 5Q: 3 clusters Score -3866652 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -3868286.250000 Penalty: 3611.487305
	Iteration 6Q: 3 clusters Score -3868286 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -3870877.750000 Penalty: 3611.487305
	Iteration 7F: 3 clusters Score -3870878 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -3874179.000000 Penalty: 3611.487305
	Iteration 8F: 3 clusters Score -3874179 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -3877516.500000 Penalty: 3611.487305
	Iteration 9F: 3 clusters Score -3877516 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -3880282.250000 Penalty: 3611.487305
	Iteration 10F: 3 clusters Score -3880282 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -3882144.250000 Penalty: 3611.487305
	Iteration 11Q: 3 clusters Score -3882144 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -3883425.500000 Penalty: 3611.487305
	Iteration 12Q: 3 clusters Score -3883426 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -3884407.250000 Penalty: 3611.487305
	Iteration 13Q: 3 clusters Score -3884407 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -3885324.000000 Penalty: 3611.487305
	Iteration 14Q: 3 clusters Score -3885324 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -3886123.250000 Penalty: 3611.487305
	Iteration 15Q: 3 clusters Score -3886123 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -3886803.000000 Penalty: 3611.487305
	Iteration 16Q: 3 clusters Score -3886803 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -3887405.750000 Penalty: 3611.487305
	Iteration 17Q: 3 clusters Score -3887406 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -3887882.750000 Penalty: 3611.487305
	Iteration 18Q: 3 clusters Score -3887883 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -3888149.750000 Penalty: 3611.487305
	Iteration 19Q: 3 clusters Score -3888150 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -3888363.750000 Penalty: 3611.487305
	Iteration 20F: 3 clusters Score -3888364 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -3888503.250000 Penalty: 3611.487305
	Iteration 21Q: 3 clusters Score -3888503 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -3888612.250000 Penalty: 3611.487305
	Iteration 22Q: 3 clusters Score -3888612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -3888674.250000 Penalty: 3611.487305
	Iteration 23Q: 3 clusters Score -3888674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -3888717.750000 Penalty: 3611.487305
	Iteration 24Q: 3 clusters Score -3888718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -3888752.500000 Penalty: 3611.487305
	Iteration 25Q: 3 clusters Score -3888752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -3888776.250000 Penalty: 3611.487305
	Iteration 26Q: 3 clusters Score -3888776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -3888808.000000 Penalty: 3611.487305
	Iteration 27Q: 3 clusters Score -3888808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -3888834.250000 Penalty: 3611.487305
	Iteration 28Q: 3 clusters Score -3888834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -3888848.500000 Penalty: 3611.487305
	Iteration 29Q: 3 clusters Score -3888848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -3888862.500000 Penalty: 3611.487305
	Iteration 30Q: 3 clusters Score -3888862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -3888866.750000 Penalty: 3611.487305
	Iteration 31Q: 3 clusters Score -3888867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -3888874.500000 Penalty: 3611.487305
	Iteration 32Q: 3 clusters Score -3888874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -3888886.500000 Penalty: 3611.487305
	Iteration 33Q: 3 clusters Score -3888886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -3888892.250000 Penalty: 3611.487305
	Iteration 34Q: 3 clusters Score -3888892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -3888891.250000 Penalty: 3611.487305
	Iteration 35Q: 3 clusters Score -3888891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -3888896.500000 Penalty: 3611.487305
	Iteration 36Q: 3 clusters Score -3888896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -3888895.500000 Penalty: 3611.487305
	Iteration 37Q: 3 clusters Score -3888896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -3888901.250000 Penalty: 3611.487305
	Iteration 38Q: 3 clusters Score -3888901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -3888908.250000 Penalty: 3611.487305
	Iteration 39Q: 3 clusters Score -3888908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -3888910.000000 Penalty: 3611.487305
	Iteration 40F: 3 clusters Score -3888910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -3888910.250000 Penalty: 3611.487305
	Iteration 41Q: 3 clusters Score -3888910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -3888916.500000 Penalty: 3611.487305
	Iteration 42Q: 3 clusters Score -3888916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -3888918.500000 Penalty: 3611.487305
	Iteration 43Q: 3 clusters Score -3888918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -3888923.250000 Penalty: 3611.487305
	Iteration 44Q: 3 clusters Score -3888923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -3888927.750000 Penalty: 3611.487305
	Iteration 45Q: 3 clusters Score -3888928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -3888929.750000 Penalty: 3611.487305
	Iteration 46Q: 3 clusters Score -3888930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -3888929.750000 Penalty: 3611.487305
	Iteration 47F: 3 clusters Score -3888930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Entering Unmasked Estep 
Score: -726286.187500 Penalty: 1543.558594
	Iteration 0F: 2 clusters Score -726286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -717058.062500 Penalty: 3087.117188
	Iteration 0F: 3 clusters Score -717058.1 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -720105.250000 Penalty: 3087.117188
	Iteration 1F: 3 clusters Score -720105.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -720348.562500 Penalty: 3087.117188
	Iteration 2F: 3 clusters Score -720348.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -720551.937500 Penalty: 3087.117188
	Iteration 3Q: 3 clusters Score -720551.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -720759.937500 Penalty: 3087.117188
	Iteration 4Q: 3 clusters Score -720759.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -720996.187500 Penalty: 3087.117188
	Iteration 5Q: 3 clusters Score -720996.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -721284.187500 Penalty: 3087.117188
	Iteration 6Q: 3 clusters Score -721284.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -721623.375000 Penalty: 3087.117188
	Iteration 7Q: 3 clusters Score -721623.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -721993.187500 Penalty: 3087.117188
	Iteration 8Q: 3 clusters Score -721993.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -722401.625000 Penalty: 3087.117188
	Iteration 9Q: 3 clusters Score -722401.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -722858.812500 Penalty: 3087.117188
	Iteration 10Q: 3 clusters Score -722858.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -723352.937500 Penalty: 3087.117188
	Iteration 11Q: 3 clusters Score -723352.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -723783.250000 Penalty: 3087.117188
	Iteration 12Q: 3 clusters Score -723783.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -724094.812500 Penalty: 3087.117188
	Iteration 13Q: 3 clusters Score -724094.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -724336.875000 Penalty: 3087.117188
	Iteration 14Q: 3 clusters Score -724336.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -724501.437500 Penalty: 3087.117188
	Iteration 15Q: 3 clusters Score -724501.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -724610.437500 Penalty: 3087.117188
	Iteration 16Q: 3 clusters Score -724610.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -724695.250000 Penalty: 3087.117188
	Iteration 17Q: 3 clusters Score -724695.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -724743.062500 Penalty: 3087.117188
	Iteration 18Q: 3 clusters Score -724743.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -724777.562500 Penalty: 3087.117188
	Iteration 19Q: 3 clusters Score -724777.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -724802.625000 Penalty: 3087.117188
	Iteration 20F: 3 clusters Score -724802.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -724823.437500 Penalty: 3087.117188
	Iteration 21Q: 3 clusters Score -724823.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -724849.062500 Penalty: 3087.117188
	Iteration 22Q: 3 clusters Score -724849.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -724880.187500 Penalty: 3087.117188
	Iteration 23Q: 3 clusters Score -724880.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -724918.875000 Penalty: 3087.117188
	Iteration 24Q: 3 clusters Score -724918.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -724947.250000 Penalty: 3087.117188
	Iteration 25Q: 3 clusters Score -724947.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -724979.062500 Penalty: 3087.117188
	Iteration 26Q: 3 clusters Score -724979.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -725010.625000 Penalty: 3087.117188
	Iteration 27Q: 3 clusters Score -725010.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -725029.500000 Penalty: 3087.117188
	Iteration 28Q: 3 clusters Score -725029.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -725038.562500 Penalty: 3087.117188
	Iteration 29Q: 3 clusters Score -725038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -725044.687500 Penalty: 3087.117188
	Iteration 30Q: 3 clusters Score -725044.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -725051.937500 Penalty: 3087.117188
	Iteration 31Q: 3 clusters Score -725051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -725058.437500 Penalty: 3087.117188
	Iteration 32Q: 3 clusters Score -725058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -725060.687500 Penalty: 3087.117188
	Iteration 33Q: 3 clusters Score -725060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -725064.187500 Penalty: 3087.117188
	Iteration 34Q: 3 clusters Score -725064.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -725066.000000 Penalty: 3087.117188
	Iteration 35Q: 3 clusters Score -725066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -725070.625000 Penalty: 3087.117188
	Iteration 36Q: 3 clusters Score -725070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -725072.625000 Penalty: 3087.117188
	Iteration 37Q: 3 clusters Score -725072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -725076.875000 Penalty: 3087.117188
	Iteration 38Q: 3 clusters Score -725076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -725076.812500 Penalty: 3087.117188
	Iteration 39Q: 3 clusters Score -725076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -725078.812500 Penalty: 3087.117188
	Iteration 40F: 3 clusters Score -725078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -725077.437500 Penalty: 3087.117188
	Iteration 41Q: 3 clusters Score -725077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -725076.437500 Penalty: 3087.117188
	Iteration 42Q: 3 clusters Score -725076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -725077.375000 Penalty: 3087.117188
	Iteration 43Q: 3 clusters Score -725077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -725079.687500 Penalty: 3087.117188
	Iteration 44Q: 3 clusters Score -725079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -725079.562500 Penalty: 3087.117188
	Iteration 45Q: 3 clusters Score -725079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -725082.000000 Penalty: 3087.117188
	Iteration 46Q: 3 clusters Score -725082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -725082.562500 Penalty: 3087.117188
	Iteration 47Q: 3 clusters Score -725082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -725083.125000 Penalty: 3087.117188
	Iteration 48Q: 3 clusters Score -725083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -725085.000000 Penalty: 3087.117188
	Iteration 49Q: 3 clusters Score -725085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -725083.937500 Penalty: 3087.117188
	Iteration 50Q: 3 clusters Score -725083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -725085.812500 Penalty: 3087.117188
	Iteration 51Q: 3 clusters Score -725085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -725086.687500 Penalty: 3087.117188
	Iteration 52Q: 3 clusters Score -725086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -725086.687500 Penalty: 3087.117188
	Iteration 53F: 3 clusters Score -725086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -145806.281250 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -145806.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -143112.640625 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -143112.6 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -143811.453125 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -143811.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -143999.718750 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -143999.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -144112.015625 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -144112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -144210.281250 Penalty: 2605.517578
	Iteration 4Q: 3 clusters Score -144210.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -144287.390625 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -144287.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -144343.953125 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -144344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -144391.312500 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -144391.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -144435.046875 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -144435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -144475.984375 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -144476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -144509.609375 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -144509.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -144536.265625 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -144536.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -144556.750000 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -144556.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -144574.703125 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -144574.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -144594.515625 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -144594.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -144613.968750 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -144614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -144629.921875 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -144629.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -144644.937500 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -144644.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -144654.656250 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -144654.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -144668.484375 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -144668.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144677.890625 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -144677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144684.984375 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -144685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144690.468750 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -144690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -144693.671875 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -144693.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -144695.156250 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -144695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144695.375000 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -144695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144695.375000 Penalty: 2605.517578
	Iteration 26F: 3 clusters Score -144695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -568342.687500 Penalty: 1491.948242
	Iteration 0F: 2 clusters Score -568342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -561378.250000 Penalty: 2983.896484
	Iteration 0F: 3 clusters Score -561378.2 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -563726.312500 Penalty: 2983.896484
	Iteration 1F: 3 clusters Score -563726.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -564011.437500 Penalty: 2983.896484
	Iteration 2F: 3 clusters Score -564011.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -564235.812500 Penalty: 2983.896484
	Iteration 3Q: 3 clusters Score -564235.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -564467.937500 Penalty: 2983.896484
	Iteration 4Q: 3 clusters Score -564467.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -564674.875000 Penalty: 2983.896484
	Iteration 5Q: 3 clusters Score -564674.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -564836.187500 Penalty: 2983.896484
	Iteration 6Q: 3 clusters Score -564836.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -564983.625000 Penalty: 2983.896484
	Iteration 7Q: 3 clusters Score -564983.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -565132.375000 Penalty: 2983.896484
	Iteration 8Q: 3 clusters Score -565132.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -565241.812500 Penalty: 2983.896484
	Iteration 9Q: 3 clusters Score -565241.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -565330.875000 Penalty: 2983.896484
	Iteration 10Q: 3 clusters Score -565330.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -565412.500000 Penalty: 2983.896484
	Iteration 11Q: 3 clusters Score -565412.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -565477.812500 Penalty: 2983.896484
	Iteration 12Q: 3 clusters Score -565477.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -565536.250000 Penalty: 2983.896484
	Iteration 13Q: 3 clusters Score -565536.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -565589.687500 Penalty: 2983.896484
	Iteration 14Q: 3 clusters Score -565589.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -565652.812500 Penalty: 2983.896484
	Iteration 15Q: 3 clusters Score -565652.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -565727.625000 Penalty: 2983.896484
	Iteration 16Q: 3 clusters Score -565727.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -565814.000000 Penalty: 2983.896484
	Iteration 17Q: 3 clusters Score -565814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -565915.375000 Penalty: 2983.896484
	Iteration 18Q: 3 clusters Score -565915.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -566031.000000 Penalty: 2983.896484
	Iteration 19Q: 3 clusters Score -566031 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -566169.937500 Penalty: 2983.896484
	Iteration 20F: 3 clusters Score -566169.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -566309.000000 Penalty: 2983.896484
	Iteration 21Q: 3 clusters Score -566309 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -566436.062500 Penalty: 2983.896484
	Iteration 22Q: 3 clusters Score -566436.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -566555.125000 Penalty: 2983.896484
	Iteration 23Q: 3 clusters Score -566555.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -566672.500000 Penalty: 2983.896484
	Iteration 24Q: 3 clusters Score -566672.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -566812.812500 Penalty: 2983.896484
	Iteration 25Q: 3 clusters Score -566812.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -566934.625000 Penalty: 2983.896484
	Iteration 26Q: 3 clusters Score -566934.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -567029.562500 Penalty: 2983.896484
	Iteration 27Q: 3 clusters Score -567029.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -567092.187500 Penalty: 2983.896484
	Iteration 28Q: 3 clusters Score -567092.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -567149.062500 Penalty: 2983.896484
	Iteration 29Q: 3 clusters Score -567149.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -567195.625000 Penalty: 2983.896484
	Iteration 30Q: 3 clusters Score -567195.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -567224.062500 Penalty: 2983.896484
	Iteration 31Q: 3 clusters Score -567224.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -567244.312500 Penalty: 2983.896484
	Iteration 32Q: 3 clusters Score -567244.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -567255.187500 Penalty: 2983.896484
	Iteration 33Q: 3 clusters Score -567255.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -567267.187500 Penalty: 2983.896484
	Iteration 34Q: 3 clusters Score -567267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -567276.562500 Penalty: 2983.896484
	Iteration 35Q: 3 clusters Score -567276.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -567280.875000 Penalty: 2983.896484
	Iteration 36Q: 3 clusters Score -567280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -567287.062500 Penalty: 2983.896484
	Iteration 37Q: 3 clusters Score -567287.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -567289.500000 Penalty: 2983.896484
	Iteration 38Q: 3 clusters Score -567289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -567291.875000 Penalty: 2983.896484
	Iteration 39Q: 3 clusters Score -567291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -567294.000000 Penalty: 2983.896484
	Iteration 40F: 3 clusters Score -567294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -567294.625000 Penalty: 2983.896484
	Iteration 41Q: 3 clusters Score -567294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -567294.875000 Penalty: 2983.896484
	Iteration 42Q: 3 clusters Score -567294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -567295.625000 Penalty: 2983.896484
	Iteration 43Q: 3 clusters Score -567295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -567296.500000 Penalty: 2983.896484
	Iteration 44Q: 3 clusters Score -567296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -567296.437500 Penalty: 2983.896484
	Iteration 45Q: 3 clusters Score -567296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -567296.437500 Penalty: 2983.896484
	Iteration 46F: 3 clusters Score -567296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -99131.968750 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -99131.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -97066.265625 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -97066.27 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97606.414062 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -97606.41 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -97787.625000 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -97787.62 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -97930.531250 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -97930.53 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -98062.906250 Penalty: 2471.266846
	Iteration 4F: 3 clusters Score -98062.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -98152.375000 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -98152.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -98207.070312 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -98207.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98246.320312 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -98246.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98272.578125 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -98272.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -98286.242188 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -98286.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98297.843750 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -98297.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98308.062500 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -98308.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98312.867188 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -98312.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98317.156250 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -98317.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98320.664062 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -98320.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98326.882812 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -98326.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98331.390625 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -98331.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98334.328125 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -98334.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -98337.304688 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -98337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98341.187500 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -98341.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98342.953125 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -98342.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -98343.648438 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -98343.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98345.445312 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -98345.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -98345.960938 Penalty: 2471.266846
	Iteration 23Q: 3 clusters Score -98345.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98346.218750 Penalty: 2471.266846
	Iteration 24Q: 3 clusters Score -98346.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98347.132812 Penalty: 2471.266846
	Iteration 25Q: 3 clusters Score -98347.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98347.578125 Penalty: 2471.266846
	Iteration 26Q: 3 clusters Score -98347.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98347.578125 Penalty: 2471.266846
	Iteration 27F: 3 clusters Score -98347.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Entering Unmasked Estep 
Score: -542184.000000 Penalty: 1482.138672
	Iteration 0F: 2 clusters Score -542184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -535561.000000 Penalty: 2964.277344
	Iteration 0F: 3 clusters Score -535561 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -537643.437500 Penalty: 2964.277344
	Iteration 1F: 3 clusters Score -537643.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -537879.562500 Penalty: 2964.277344
	Iteration 2F: 3 clusters Score -537879.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -538077.437500 Penalty: 2964.277344
	Iteration 3Q: 3 clusters Score -538077.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -538254.875000 Penalty: 2964.277344
	Iteration 4Q: 3 clusters Score -538254.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -538402.062500 Penalty: 2964.277344
	Iteration 5Q: 3 clusters Score -538402.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -538525.312500 Penalty: 2964.277344
	Iteration 6Q: 3 clusters Score -538525.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -538654.000000 Penalty: 2964.277344
	Iteration 7Q: 3 clusters Score -538654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -538816.500000 Penalty: 2964.277344
	Iteration 8Q: 3 clusters Score -538816.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -538996.125000 Penalty: 2964.277344
	Iteration 9Q: 3 clusters Score -538996.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -539168.500000 Penalty: 2964.277344
	Iteration 10Q: 3 clusters Score -539168.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -539392.625000 Penalty: 2964.277344
	Iteration 11Q: 3 clusters Score -539392.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -539612.312500 Penalty: 2964.277344
	Iteration 12Q: 3 clusters Score -539612.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -539837.187500 Penalty: 2964.277344
	Iteration 13Q: 3 clusters Score -539837.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -540071.375000 Penalty: 2964.277344
	Iteration 14Q: 3 clusters Score -540071.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -540285.062500 Penalty: 2964.277344
	Iteration 15Q: 3 clusters Score -540285.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -540445.312500 Penalty: 2964.277344
	Iteration 16Q: 3 clusters Score -540445.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -540590.937500 Penalty: 2964.277344
	Iteration 17Q: 3 clusters Score -540590.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -540733.250000 Penalty: 2964.277344
	Iteration 18Q: 3 clusters Score -540733.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -540875.125000 Penalty: 2964.277344
	Iteration 19Q: 3 clusters Score -540875.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -540977.875000 Penalty: 2964.277344
	Iteration 20F: 3 clusters Score -540977.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -541060.250000 Penalty: 2964.277344
	Iteration 21Q: 3 clusters Score -541060.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -541124.187500 Penalty: 2964.277344
	Iteration 22Q: 3 clusters Score -541124.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -541174.562500 Penalty: 2964.277344
	Iteration 23Q: 3 clusters Score -541174.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -541214.625000 Penalty: 2964.277344
	Iteration 24Q: 3 clusters Score -541214.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -541237.250000 Penalty: 2964.277344
	Iteration 25Q: 3 clusters Score -541237.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -541249.312500 Penalty: 2964.277344
	Iteration 26Q: 3 clusters Score -541249.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -541259.812500 Penalty: 2964.277344
	Iteration 27Q: 3 clusters Score -541259.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -541267.250000 Penalty: 2964.277344
	Iteration 28Q: 3 clusters Score -541267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -541272.312500 Penalty: 2964.277344
	Iteration 29Q: 3 clusters Score -541272.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -541278.062500 Penalty: 2964.277344
	Iteration 30Q: 3 clusters Score -541278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -541281.062500 Penalty: 2964.277344
	Iteration 31Q: 3 clusters Score -541281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -541285.000000 Penalty: 2964.277344
	Iteration 32Q: 3 clusters Score -541285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -541289.312500 Penalty: 2964.277344
	Iteration 33Q: 3 clusters Score -541289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -541292.375000 Penalty: 2964.277344
	Iteration 34Q: 3 clusters Score -541292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -541294.312500 Penalty: 2964.277344
	Iteration 35Q: 3 clusters Score -541294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -541294.000000 Penalty: 2964.277344
	Iteration 36Q: 3 clusters Score -541294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -541294.000000 Penalty: 2964.277344
	Iteration 37F: 3 clusters Score -541294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -99042.546875 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -99042.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97001.804688 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -97001.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -97484.867188 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -97484.87 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -97643.742188 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -97643.74 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97747.726562 Penalty: 2465.051270
	Iteration 3F: 3 clusters Score -97747.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -97829.367188 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -97829.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -97873.250000 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -97873.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97916.929688 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -97916.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -97942.257812 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -97942.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97957.414062 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -97957.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97969.062500 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -97969.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97985.132812 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -97985.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97998.742188 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -97998.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -98012.828125 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -98012.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -98018.882812 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -98018.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98021.851562 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -98021.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98024.046875 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -98024.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98026.359375 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -98026.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -98029.046875 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -98029.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98032.109375 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -98032.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98034.156250 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -98034.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98037.390625 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -98037.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98038.851562 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -98038.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -98039.734375 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -98039.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -98040.406250 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -98040.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -98042.734375 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -98042.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98045.343750 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -98045.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -98046.132812 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -98046.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -98046.132812 Penalty: 2465.051270
	Iteration 27F: 3 clusters Score -98046.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -91728.765625 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -91728.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -89948.460938 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -89948.46 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90332.742188 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -90332.74 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90409.937500 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -90409.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -90454.523438 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -90454.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -90478.343750 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -90478.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -90503.921875 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -90503.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90536.312500 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -90536.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -90557.164062 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -90557.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -90574.960938 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -90574.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90587.304688 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -90587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90592.960938 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -90592.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90598.781250 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -90598.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -90604.171875 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -90604.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -90612.515625 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -90612.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -90618.851562 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -90618.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -90626.257812 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -90626.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90632.703125 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -90632.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -90642.109375 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -90642.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -90657.429688 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -90657.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -90683.750000 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -90683.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -90719.195312 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -90719.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -90811.414062 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -90811.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -90965.867188 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -90965.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91202.484375 Penalty: 2377.662109
	Iteration 23F: 3 clusters Score -91202.48 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91410.546875 Penalty: 2377.662109
	Iteration 24F: 3 clusters Score -91410.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91559.984375 Penalty: 2377.662109
	Iteration 25F: 3 clusters Score -91559.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91639.070312 Penalty: 2377.662109
	Iteration 26Q: 3 clusters Score -91639.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91677.656250 Penalty: 2377.662109
	Iteration 27Q: 3 clusters Score -91677.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91688.757812 Penalty: 2377.662109
	Iteration 28Q: 3 clusters Score -91688.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91691.859375 Penalty: 2377.662109
	Iteration 29Q: 3 clusters Score -91691.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91694.109375 Penalty: 2377.662109
	Iteration 30Q: 3 clusters Score -91694.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91695.593750 Penalty: 2377.662109
	Iteration 31Q: 3 clusters Score -91695.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91696.781250 Penalty: 2377.662109
	Iteration 32Q: 3 clusters Score -91696.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91699.335938 Penalty: 2377.662109
	Iteration 33Q: 3 clusters Score -91699.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91699.335938 Penalty: 2377.662109
	Iteration 34F: 3 clusters Score -91699.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -129538.648438 Penalty: 1268.852417
	Iteration 0F: 2 clusters Score -129538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -127192.039062 Penalty: 2537.704834
	Iteration 0F: 3 clusters Score -127192 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -127712.117188 Penalty: 2537.704834
	Iteration 1F: 3 clusters Score -127712.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -127841.250000 Penalty: 2537.704834
	Iteration 2F: 3 clusters Score -127841.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -127907.320312 Penalty: 2537.704834
	Iteration 3Q: 3 clusters Score -127907.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -127945.734375 Penalty: 2537.704834
	Iteration 4Q: 3 clusters Score -127945.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -127972.500000 Penalty: 2537.704834
	Iteration 5Q: 3 clusters Score -127972.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -127991.445312 Penalty: 2537.704834
	Iteration 6Q: 3 clusters Score -127991.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -128006.351562 Penalty: 2537.704834
	Iteration 7Q: 3 clusters Score -128006.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -128018.687500 Penalty: 2537.704834
	Iteration 8Q: 3 clusters Score -128018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -128027.656250 Penalty: 2537.704834
	Iteration 9Q: 3 clusters Score -128027.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128034.835938 Penalty: 2537.704834
	Iteration 10Q: 3 clusters Score -128034.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128040.375000 Penalty: 2537.704834
	Iteration 11Q: 3 clusters Score -128040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128047.453125 Penalty: 2537.704834
	Iteration 12Q: 3 clusters Score -128047.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128053.414062 Penalty: 2537.704834
	Iteration 13Q: 3 clusters Score -128053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128058.601562 Penalty: 2537.704834
	Iteration 14Q: 3 clusters Score -128058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -128062.085938 Penalty: 2537.704834
	Iteration 15Q: 3 clusters Score -128062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -128068.398438 Penalty: 2537.704834
	Iteration 16Q: 3 clusters Score -128068.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -128077.265625 Penalty: 2537.704834
	Iteration 17Q: 3 clusters Score -128077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -128082.453125 Penalty: 2537.704834
	Iteration 18Q: 3 clusters Score -128082.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -128087.500000 Penalty: 2537.704834
	Iteration 19Q: 3 clusters Score -128087.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -128092.453125 Penalty: 2537.704834
	Iteration 20F: 3 clusters Score -128092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -128096.890625 Penalty: 2537.704834
	Iteration 21Q: 3 clusters Score -128096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -128099.023438 Penalty: 2537.704834
	Iteration 22Q: 3 clusters Score -128099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128100.335938 Penalty: 2537.704834
	Iteration 23Q: 3 clusters Score -128100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -128102.976562 Penalty: 2537.704834
	Iteration 24Q: 3 clusters Score -128103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128104.320312 Penalty: 2537.704834
	Iteration 25Q: 3 clusters Score -128104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128105.875000 Penalty: 2537.704834
	Iteration 26Q: 3 clusters Score -128105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128109.000000 Penalty: 2537.704834
	Iteration 27Q: 3 clusters Score -128109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -128112.406250 Penalty: 2537.704834
	Iteration 28Q: 3 clusters Score -128112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128115.453125 Penalty: 2537.704834
	Iteration 29Q: 3 clusters Score -128115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -128116.156250 Penalty: 2537.704834
	Iteration 30Q: 3 clusters Score -128116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -128116.546875 Penalty: 2537.704834
	Iteration 31Q: 3 clusters Score -128116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -128116.710938 Penalty: 2537.704834
	Iteration 32Q: 3 clusters Score -128116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -128117.000000 Penalty: 2537.704834
	Iteration 33Q: 3 clusters Score -128117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -128117.414062 Penalty: 2537.704834
	Iteration 34Q: 3 clusters Score -128117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -128117.757812 Penalty: 2537.704834
	Iteration 35Q: 3 clusters Score -128117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -128117.757812 Penalty: 2537.704834
	Iteration 36F: 3 clusters Score -128117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -443702.062500 Penalty: 1457.405762
	Iteration 0F: 2 clusters Score -443702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -437805.343750 Penalty: 2914.811523
	Iteration 0F: 3 clusters Score -437805.3 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -439587.718750 Penalty: 2914.811523
	Iteration 1F: 3 clusters Score -439587.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -439819.812500 Penalty: 2914.811523
	Iteration 2F: 3 clusters Score -439819.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -439998.562500 Penalty: 2914.811523
	Iteration 3F: 3 clusters Score -439998.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -440140.406250 Penalty: 2914.811523
	Iteration 4Q: 3 clusters Score -440140.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -440260.218750 Penalty: 2914.811523
	Iteration 5Q: 3 clusters Score -440260.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -440360.375000 Penalty: 2914.811523
	Iteration 6Q: 3 clusters Score -440360.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -440480.031250 Penalty: 2914.811523
	Iteration 7Q: 3 clusters Score -440480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -440613.531250 Penalty: 2914.811523
	Iteration 8Q: 3 clusters Score -440613.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -440733.406250 Penalty: 2914.811523
	Iteration 9Q: 3 clusters Score -440733.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -440857.125000 Penalty: 2914.811523
	Iteration 10Q: 3 clusters Score -440857.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -440986.843750 Penalty: 2914.811523
	Iteration 11Q: 3 clusters Score -440986.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -441129.468750 Penalty: 2914.811523
	Iteration 12Q: 3 clusters Score -441129.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -441256.562500 Penalty: 2914.811523
	Iteration 13Q: 3 clusters Score -441256.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -441360.281250 Penalty: 2914.811523
	Iteration 14Q: 3 clusters Score -441360.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -441458.218750 Penalty: 2914.811523
	Iteration 15Q: 3 clusters Score -441458.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -441520.343750 Penalty: 2914.811523
	Iteration 16Q: 3 clusters Score -441520.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -441570.000000 Penalty: 2914.811523
	Iteration 17Q: 3 clusters Score -441570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -441601.375000 Penalty: 2914.811523
	Iteration 18Q: 3 clusters Score -441601.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -441623.218750 Penalty: 2914.811523
	Iteration 19Q: 3 clusters Score -441623.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -441637.218750 Penalty: 2914.811523
	Iteration 20F: 3 clusters Score -441637.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -441645.343750 Penalty: 2914.811523
	Iteration 21Q: 3 clusters Score -441645.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -441654.875000 Penalty: 2914.811523
	Iteration 22Q: 3 clusters Score -441654.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -441669.781250 Penalty: 2914.811523
	Iteration 23Q: 3 clusters Score -441669.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -441678.468750 Penalty: 2914.811523
	Iteration 24Q: 3 clusters Score -441678.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -441686.875000 Penalty: 2914.811523
	Iteration 25Q: 3 clusters Score -441686.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -441695.906250 Penalty: 2914.811523
	Iteration 26Q: 3 clusters Score -441695.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -441709.750000 Penalty: 2914.811523
	Iteration 27Q: 3 clusters Score -441709.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -441723.062500 Penalty: 2914.811523
	Iteration 28Q: 3 clusters Score -441723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -441739.593750 Penalty: 2914.811523
	Iteration 29Q: 3 clusters Score -441739.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -441758.062500 Penalty: 2914.811523
	Iteration 30Q: 3 clusters Score -441758.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -441777.875000 Penalty: 2914.811523
	Iteration 31Q: 3 clusters Score -441777.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -441797.375000 Penalty: 2914.811523
	Iteration 32Q: 3 clusters Score -441797.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -441821.687500 Penalty: 2914.811523
	Iteration 33Q: 3 clusters Score -441821.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -441836.343750 Penalty: 2914.811523
	Iteration 34Q: 3 clusters Score -441836.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -441850.687500 Penalty: 2914.811523
	Iteration 35Q: 3 clusters Score -441850.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -441866.093750 Penalty: 2914.811523
	Iteration 36Q: 3 clusters Score -441866.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -441880.718750 Penalty: 2914.811523
	Iteration 37Q: 3 clusters Score -441880.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -441895.531250 Penalty: 2914.811523
	Iteration 38Q: 3 clusters Score -441895.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -441907.937500 Penalty: 2914.811523
	Iteration 39Q: 3 clusters Score -441907.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -441923.968750 Penalty: 2914.811523
	Iteration 40F: 3 clusters Score -441924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -441944.625000 Penalty: 2914.811523
	Iteration 41Q: 3 clusters Score -441944.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -441963.531250 Penalty: 2914.811523
	Iteration 42Q: 3 clusters Score -441963.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -441982.843750 Penalty: 2914.811523
	Iteration 43Q: 3 clusters Score -441982.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -442008.843750 Penalty: 2914.811523
	Iteration 44Q: 3 clusters Score -442008.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -442042.250000 Penalty: 2914.811523
	Iteration 45Q: 3 clusters Score -442042.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -442072.906250 Penalty: 2914.811523
	Iteration 46Q: 3 clusters Score -442072.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -442096.750000 Penalty: 2914.811523
	Iteration 47Q: 3 clusters Score -442096.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -442116.968750 Penalty: 2914.811523
	Iteration 48Q: 3 clusters Score -442117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -442130.781250 Penalty: 2914.811523
	Iteration 49Q: 3 clusters Score -442130.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -442146.687500 Penalty: 2914.811523
	Iteration 50Q: 3 clusters Score -442146.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -442155.156250 Penalty: 2914.811523
	Iteration 51Q: 3 clusters Score -442155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -442166.062500 Penalty: 2914.811523
	Iteration 52Q: 3 clusters Score -442166.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -442178.250000 Penalty: 2914.811523
	Iteration 53Q: 3 clusters Score -442178.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -442193.687500 Penalty: 2914.811523
	Iteration 54Q: 3 clusters Score -442193.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -442204.875000 Penalty: 2914.811523
	Iteration 55Q: 3 clusters Score -442204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -442215.000000 Penalty: 2914.811523
	Iteration 56Q: 3 clusters Score -442215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -442219.281250 Penalty: 2914.811523
	Iteration 57Q: 3 clusters Score -442219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -442227.375000 Penalty: 2914.811523
	Iteration 58Q: 3 clusters Score -442227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -442234.343750 Penalty: 2914.811523
	Iteration 59Q: 3 clusters Score -442234.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -442241.437500 Penalty: 2914.811523
	Iteration 60F: 3 clusters Score -442241.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -442253.468750 Penalty: 2914.811523
	Iteration 61Q: 3 clusters Score -442253.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -442259.531250 Penalty: 2914.811523
	Iteration 62Q: 3 clusters Score -442259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -442266.250000 Penalty: 2914.811523
	Iteration 63Q: 3 clusters Score -442266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -442275.812500 Penalty: 2914.811523
	Iteration 64Q: 3 clusters Score -442275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -442283.062500 Penalty: 2914.811523
	Iteration 65Q: 3 clusters Score -442283.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -442289.000000 Penalty: 2914.811523
	Iteration 66Q: 3 clusters Score -442289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -442295.625000 Penalty: 2914.811523
	Iteration 67Q: 3 clusters Score -442295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -442304.875000 Penalty: 2914.811523
	Iteration 68Q: 3 clusters Score -442304.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -442316.281250 Penalty: 2914.811523
	Iteration 69Q: 3 clusters Score -442316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -442329.031250 Penalty: 2914.811523
	Iteration 70Q: 3 clusters Score -442329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -442338.843750 Penalty: 2914.811523
	Iteration 71Q: 3 clusters Score -442338.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -442346.125000 Penalty: 2914.811523
	Iteration 72Q: 3 clusters Score -442346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -442350.593750 Penalty: 2914.811523
	Iteration 73Q: 3 clusters Score -442350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -442356.968750 Penalty: 2914.811523
	Iteration 74Q: 3 clusters Score -442357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -442363.625000 Penalty: 2914.811523
	Iteration 75Q: 3 clusters Score -442363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -442368.718750 Penalty: 2914.811523
	Iteration 76Q: 3 clusters Score -442368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -442369.656250 Penalty: 2914.811523
	Iteration 77Q: 3 clusters Score -442369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -442372.156250 Penalty: 2914.811523
	Iteration 78Q: 3 clusters Score -442372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -442376.093750 Penalty: 2914.811523
	Iteration 79Q: 3 clusters Score -442376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -442379.468750 Penalty: 2914.811523
	Iteration 80F: 3 clusters Score -442379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -442383.906250 Penalty: 2914.811523
	Iteration 81Q: 3 clusters Score -442383.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -442389.062500 Penalty: 2914.811523
	Iteration 82Q: 3 clusters Score -442389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -442390.562500 Penalty: 2914.811523
	Iteration 83Q: 3 clusters Score -442390.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -442394.125000 Penalty: 2914.811523
	Iteration 84Q: 3 clusters Score -442394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -442397.500000 Penalty: 2914.811523
	Iteration 85Q: 3 clusters Score -442397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -442400.656250 Penalty: 2914.811523
	Iteration 86Q: 3 clusters Score -442400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -442401.656250 Penalty: 2914.811523
	Iteration 87Q: 3 clusters Score -442401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -442402.187500 Penalty: 2914.811523
	Iteration 88Q: 3 clusters Score -442402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -442402.781250 Penalty: 2914.811523
	Iteration 89Q: 3 clusters Score -442402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -442403.687500 Penalty: 2914.811523
	Iteration 90Q: 3 clusters Score -442403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -442405.093750 Penalty: 2914.811523
	Iteration 91Q: 3 clusters Score -442405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -442405.093750 Penalty: 2914.811523
	Iteration 92Q: 3 clusters Score -442405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -442405.562500 Penalty: 2914.811523
	Iteration 93Q: 3 clusters Score -442405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -442406.593750 Penalty: 2914.811523
	Iteration 94Q: 3 clusters Score -442406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -442406.781250 Penalty: 2914.811523
	Iteration 95Q: 3 clusters Score -442406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -442408.218750 Penalty: 2914.811523
	Iteration 96Q: 3 clusters Score -442408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -442410.062500 Penalty: 2914.811523
	Iteration 97Q: 3 clusters Score -442410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -442413.468750 Penalty: 2914.811523
	Iteration 98Q: 3 clusters Score -442413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -442419.625000 Penalty: 2914.811523
	Iteration 99Q: 3 clusters Score -442419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -442421.437500 Penalty: 2914.811523
	Iteration 100F: 3 clusters Score -442421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -442422.968750 Penalty: 2914.811523
	Iteration 101Q: 3 clusters Score -442423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -442424.250000 Penalty: 2914.811523
	Iteration 102Q: 3 clusters Score -442424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -442423.718750 Penalty: 2914.811523
	Iteration 103Q: 3 clusters Score -442423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -442423.718750 Penalty: 2914.811523
	Iteration 104F: 3 clusters Score -442423.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -380947.531250 Penalty: 1429.748779
	Iteration 0F: 2 clusters Score -380947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -375962.250000 Penalty: 2859.497559
	Iteration 0F: 3 clusters Score -375962.2 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -377420.812500 Penalty: 2859.497559
	Iteration 1F: 3 clusters Score -377420.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -377696.906250 Penalty: 2859.497559
	Iteration 2F: 3 clusters Score -377696.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -377933.656250 Penalty: 2859.497559
	Iteration 3F: 3 clusters Score -377933.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -378158.718750 Penalty: 2859.497559
	Iteration 4F: 3 clusters Score -378158.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -378376.531250 Penalty: 2859.497559
	Iteration 5F: 3 clusters Score -378376.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -378586.000000 Penalty: 2859.497559
	Iteration 6Q: 3 clusters Score -378586 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -378794.093750 Penalty: 2859.497559
	Iteration 7Q: 3 clusters Score -378794.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -378988.531250 Penalty: 2859.497559
	Iteration 8Q: 3 clusters Score -378988.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -379143.718750 Penalty: 2859.497559
	Iteration 9Q: 3 clusters Score -379143.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -379258.312500 Penalty: 2859.497559
	Iteration 10Q: 3 clusters Score -379258.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -379353.250000 Penalty: 2859.497559
	Iteration 11Q: 3 clusters Score -379353.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -379434.531250 Penalty: 2859.497559
	Iteration 12Q: 3 clusters Score -379434.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -379501.281250 Penalty: 2859.497559
	Iteration 13Q: 3 clusters Score -379501.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -379560.937500 Penalty: 2859.497559
	Iteration 14Q: 3 clusters Score -379560.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -379608.593750 Penalty: 2859.497559
	Iteration 15Q: 3 clusters Score -379608.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -379654.250000 Penalty: 2859.497559
	Iteration 16Q: 3 clusters Score -379654.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -379687.906250 Penalty: 2859.497559
	Iteration 17Q: 3 clusters Score -379687.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -379711.562500 Penalty: 2859.497559
	Iteration 18Q: 3 clusters Score -379711.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -379730.750000 Penalty: 2859.497559
	Iteration 19Q: 3 clusters Score -379730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -379742.625000 Penalty: 2859.497559
	Iteration 20F: 3 clusters Score -379742.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -379756.218750 Penalty: 2859.497559
	Iteration 21Q: 3 clusters Score -379756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -379760.718750 Penalty: 2859.497559
	Iteration 22Q: 3 clusters Score -379760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -379764.843750 Penalty: 2859.497559
	Iteration 23Q: 3 clusters Score -379764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -379771.312500 Penalty: 2859.497559
	Iteration 24Q: 3 clusters Score -379771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -379777.375000 Penalty: 2859.497559
	Iteration 25Q: 3 clusters Score -379777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -379782.187500 Penalty: 2859.497559
	Iteration 26Q: 3 clusters Score -379782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -379785.125000 Penalty: 2859.497559
	Iteration 27Q: 3 clusters Score -379785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -379786.968750 Penalty: 2859.497559
	Iteration 28Q: 3 clusters Score -379787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -379788.468750 Penalty: 2859.497559
	Iteration 29Q: 3 clusters Score -379788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -379789.312500 Penalty: 2859.497559
	Iteration 30Q: 3 clusters Score -379789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -379789.656250 Penalty: 2859.497559
	Iteration 31Q: 3 clusters Score -379789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -379791.625000 Penalty: 2859.497559
	Iteration 32Q: 3 clusters Score -379791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -379793.875000 Penalty: 2859.497559
	Iteration 33Q: 3 clusters Score -379793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -379795.906250 Penalty: 2859.497559
	Iteration 34Q: 3 clusters Score -379795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -379797.468750 Penalty: 2859.497559
	Iteration 35Q: 3 clusters Score -379797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -379798.843750 Penalty: 2859.497559
	Iteration 36Q: 3 clusters Score -379798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -379799.468750 Penalty: 2859.497559
	Iteration 37Q: 3 clusters Score -379799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -379801.750000 Penalty: 2859.497559
	Iteration 38Q: 3 clusters Score -379801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -379802.656250 Penalty: 2859.497559
	Iteration 39Q: 3 clusters Score -379802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -379803.468750 Penalty: 2859.497559
	Iteration 40F: 3 clusters Score -379803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -379804.843750 Penalty: 2859.497559
	Iteration 41Q: 3 clusters Score -379804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -379805.062500 Penalty: 2859.497559
	Iteration 42Q: 3 clusters Score -379805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -379806.656250 Penalty: 2859.497559
	Iteration 43Q: 3 clusters Score -379806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -379808.000000 Penalty: 2859.497559
	Iteration 44Q: 3 clusters Score -379808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -379808.000000 Penalty: 2859.497559
	Iteration 45F: 3 clusters Score -379808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -163835.593750 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -163835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -161322.140625 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -161322.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -161880.062500 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -161880.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -161997.968750 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -161998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -162074.765625 Penalty: 2560.646729
	Iteration 3Q: 3 clusters Score -162074.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -162133.390625 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -162133.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -162172.328125 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -162172.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162201.828125 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -162201.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -162222.406250 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -162222.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -162240.171875 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -162240.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -162260.562500 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -162260.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -162290.093750 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -162290.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -162319.750000 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -162319.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162341.093750 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -162341.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -162359.171875 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -162359.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162372.406250 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -162372.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162381.437500 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -162381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -162389.671875 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -162389.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -162397.640625 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -162397.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -162404.265625 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -162404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -162410.578125 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -162410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -162416.984375 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -162417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162425.234375 Penalty: 2560.646729
	Iteration 21Q: 3 clusters Score -162425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162435.296875 Penalty: 2560.646729
	Iteration 22Q: 3 clusters Score -162435.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -162446.875000 Penalty: 2560.646729
	Iteration 23Q: 3 clusters Score -162446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162452.265625 Penalty: 2560.646729
	Iteration 24Q: 3 clusters Score -162452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162460.234375 Penalty: 2560.646729
	Iteration 25Q: 3 clusters Score -162460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162469.703125 Penalty: 2560.646729
	Iteration 26Q: 3 clusters Score -162469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162478.937500 Penalty: 2560.646729
	Iteration 27Q: 3 clusters Score -162478.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162486.093750 Penalty: 2560.646729
	Iteration 28Q: 3 clusters Score -162486.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162496.671875 Penalty: 2560.646729
	Iteration 29Q: 3 clusters Score -162496.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162506.578125 Penalty: 2560.646729
	Iteration 30Q: 3 clusters Score -162506.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162518.703125 Penalty: 2560.646729
	Iteration 31Q: 3 clusters Score -162518.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162527.718750 Penalty: 2560.646729
	Iteration 32Q: 3 clusters Score -162527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162539.234375 Penalty: 2560.646729
	Iteration 33Q: 3 clusters Score -162539.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162549.703125 Penalty: 2560.646729
	Iteration 34Q: 3 clusters Score -162549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162560.343750 Penalty: 2560.646729
	Iteration 35Q: 3 clusters Score -162560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162570.109375 Penalty: 2560.646729
	Iteration 36Q: 3 clusters Score -162570.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162576.203125 Penalty: 2560.646729
	Iteration 37Q: 3 clusters Score -162576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162580.468750 Penalty: 2560.646729
	Iteration 38Q: 3 clusters Score -162580.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162585.921875 Penalty: 2560.646729
	Iteration 39Q: 3 clusters Score -162585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162591.453125 Penalty: 2560.646729
	Iteration 40F: 3 clusters Score -162591.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162599.578125 Penalty: 2560.646729
	Iteration 41Q: 3 clusters Score -162599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162605.375000 Penalty: 2560.646729
	Iteration 42Q: 3 clusters Score -162605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162613.453125 Penalty: 2560.646729
	Iteration 43Q: 3 clusters Score -162613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162619.578125 Penalty: 2560.646729
	Iteration 44Q: 3 clusters Score -162619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -162622.906250 Penalty: 2560.646729
	Iteration 45Q: 3 clusters Score -162622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162626.109375 Penalty: 2560.646729
	Iteration 46Q: 3 clusters Score -162626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162628.390625 Penalty: 2560.646729
	Iteration 47Q: 3 clusters Score -162628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162630.656250 Penalty: 2560.646729
	Iteration 48Q: 3 clusters Score -162630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -162634.984375 Penalty: 2560.646729
	Iteration 49Q: 3 clusters Score -162635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162638.156250 Penalty: 2560.646729
	Iteration 50Q: 3 clusters Score -162638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162639.187500 Penalty: 2560.646729
	Iteration 51Q: 3 clusters Score -162639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162640.703125 Penalty: 2560.646729
	Iteration 52Q: 3 clusters Score -162640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162642.187500 Penalty: 2560.646729
	Iteration 53Q: 3 clusters Score -162642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162643.046875 Penalty: 2560.646729
	Iteration 54Q: 3 clusters Score -162643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162643.484375 Penalty: 2560.646729
	Iteration 55Q: 3 clusters Score -162643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162644.265625 Penalty: 2560.646729
	Iteration 56Q: 3 clusters Score -162644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -162646.500000 Penalty: 2560.646729
	Iteration 57Q: 3 clusters Score -162646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162649.140625 Penalty: 2560.646729
	Iteration 58Q: 3 clusters Score -162649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162651.875000 Penalty: 2560.646729
	Iteration 59Q: 3 clusters Score -162651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -162653.812500 Penalty: 2560.646729
	Iteration 60F: 3 clusters Score -162653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162656.812500 Penalty: 2560.646729
	Iteration 61Q: 3 clusters Score -162656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -162659.359375 Penalty: 2560.646729
	Iteration 62Q: 3 clusters Score -162659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162662.921875 Penalty: 2560.646729
	Iteration 63Q: 3 clusters Score -162662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -162666.093750 Penalty: 2560.646729
	Iteration 64Q: 3 clusters Score -162666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -162670.671875 Penalty: 2560.646729
	Iteration 65Q: 3 clusters Score -162670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162672.140625 Penalty: 2560.646729
	Iteration 66Q: 3 clusters Score -162672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162672.109375 Penalty: 2560.646729
	Iteration 67Q: 3 clusters Score -162672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162672.109375 Penalty: 2560.646729
	Iteration 68F: 3 clusters Score -162672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -696451.750000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -696451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -688156.250000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -688156.2 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -690941.500000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -690941.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -691256.625000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -691256.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -691564.250000 Penalty: 3043.218018
	Iteration 3F: 3 clusters Score -691564.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -691875.562500 Penalty: 3043.218018
	Iteration 4Q: 3 clusters Score -691875.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -692233.250000 Penalty: 3043.218018
	Iteration 5F: 3 clusters Score -692233.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -692634.000000 Penalty: 3043.218018
	Iteration 6F: 3 clusters Score -692634 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -693131.062500 Penalty: 3043.218018
	Iteration 7F: 3 clusters Score -693131.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -693656.062500 Penalty: 3043.218018
	Iteration 8F: 3 clusters Score -693656.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -694101.562500 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -694101.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -694467.625000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -694467.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -694753.875000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -694753.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -694996.062500 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -694996.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -695188.062500 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -695188.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -695322.187500 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -695322.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -695429.812500 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -695429.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -695487.750000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -695487.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -695545.312500 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -695545.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -695585.312500 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -695585.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -695604.562500 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -695604.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -695621.125000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -695621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -695630.437500 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -695630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -695633.750000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -695633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -695636.500000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -695636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -695639.000000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -695639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -695644.250000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -695644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -695645.562500 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -695645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -695648.250000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -695648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -695651.312500 Penalty: 3043.218018
	Iteration 28Q: 3 clusters Score -695651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -695651.937500 Penalty: 3043.218018
	Iteration 29Q: 3 clusters Score -695651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -695651.500000 Penalty: 3043.218018
	Iteration 30Q: 3 clusters Score -695651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -695652.000000 Penalty: 3043.218018
	Iteration 31Q: 3 clusters Score -695652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -695652.000000 Penalty: 3043.218018
	Iteration 32F: 3 clusters Score -695652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -234353.250000 Penalty: 1340.598511
	Iteration 0F: 2 clusters Score -234353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -231075.546875 Penalty: 2681.197021
	Iteration 0F: 3 clusters Score -231075.5 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -231945.109375 Penalty: 2681.197021
	Iteration 1F: 3 clusters Score -231945.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -232095.953125 Penalty: 2681.197021
	Iteration 2F: 3 clusters Score -232096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -232181.203125 Penalty: 2681.197021
	Iteration 3Q: 3 clusters Score -232181.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -232233.171875 Penalty: 2681.197021
	Iteration 4Q: 3 clusters Score -232233.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -232277.687500 Penalty: 2681.197021
	Iteration 5Q: 3 clusters Score -232277.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -232315.078125 Penalty: 2681.197021
	Iteration 6Q: 3 clusters Score -232315.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -232347.500000 Penalty: 2681.197021
	Iteration 7Q: 3 clusters Score -232347.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -232373.484375 Penalty: 2681.197021
	Iteration 8Q: 3 clusters Score -232373.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -232396.390625 Penalty: 2681.197021
	Iteration 9Q: 3 clusters Score -232396.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -232422.156250 Penalty: 2681.197021
	Iteration 10Q: 3 clusters Score -232422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232438.765625 Penalty: 2681.197021
	Iteration 11Q: 3 clusters Score -232438.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232450.000000 Penalty: 2681.197021
	Iteration 12Q: 3 clusters Score -232450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -232459.078125 Penalty: 2681.197021
	Iteration 13Q: 3 clusters Score -232459.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -232471.406250 Penalty: 2681.197021
	Iteration 14Q: 3 clusters Score -232471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -232482.812500 Penalty: 2681.197021
	Iteration 15Q: 3 clusters Score -232482.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -232497.578125 Penalty: 2681.197021
	Iteration 16Q: 3 clusters Score -232497.6 nChanged 36
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: -232507.968750 Penalty: 2681.197021
	Iteration 17Q: 3 clusters Score -232508 nChanged 17
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: -232513.203125 Penalty: 2681.197021
	Iteration 18Q: 3 clusters Score -232513.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -232523.109375 Penalty: 2681.197021
	Iteration 19Q: 3 clusters Score -232523.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -232534.812500 Penalty: 2681.197021
	Iteration 20F: 3 clusters Score -232534.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232557.484375 Penalty: 2681.197021
	Iteration 21Q: 3 clusters Score -232557.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -232579.187500 Penalty: 2681.197021
	Iteration 22Q: 3 clusters Score -232579.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -232598.468750 Penalty: 2681.197021
	Iteration 23Q: 3 clusters Score -232598.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -232621.015625 Penalty: 2681.197021
	Iteration 24Q: 3 clusters Score -232621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232649.234375 Penalty: 2681.197021
	Iteration 25Q: 3 clusters Score -232649.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -232674.140625 Penalty: 2681.197021
	Iteration 26Q: 3 clusters Score -232674.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -232698.640625 Penalty: 2681.197021
	Iteration 27Q: 3 clusters Score -232698.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -232725.984375 Penalty: 2681.197021
	Iteration 28Q: 3 clusters Score -232726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -232754.156250 Penalty: 2681.197021
	Iteration 29Q: 3 clusters Score -232754.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232790.625000 Penalty: 2681.197021
	Iteration 30Q: 3 clusters Score -232790.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -232830.953125 Penalty: 2681.197021
	Iteration 31Q: 3 clusters Score -232831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -232860.265625 Penalty: 2681.197021
	Iteration 32Q: 3 clusters Score -232860.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232893.359375 Penalty: 2681.197021
	Iteration 33Q: 3 clusters Score -232893.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -232915.484375 Penalty: 2681.197021
	Iteration 34Q: 3 clusters Score -232915.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -232937.328125 Penalty: 2681.197021
	Iteration 35Q: 3 clusters Score -232937.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -232953.343750 Penalty: 2681.197021
	Iteration 36Q: 3 clusters Score -232953.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -232969.406250 Penalty: 2681.197021
	Iteration 37Q: 3 clusters Score -232969.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -232999.156250 Penalty: 2681.197021
	Iteration 38Q: 3 clusters Score -232999.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -233026.250000 Penalty: 2681.197021
	Iteration 39Q: 3 clusters Score -233026.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -233049.218750 Penalty: 2681.197021
	Iteration 40F: 3 clusters Score -233049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -233076.234375 Penalty: 2681.197021
	Iteration 41Q: 3 clusters Score -233076.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -233098.812500 Penalty: 2681.197021
	Iteration 42Q: 3 clusters Score -233098.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -233109.125000 Penalty: 2681.197021
	Iteration 43Q: 3 clusters Score -233109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -233119.781250 Penalty: 2681.197021
	Iteration 44Q: 3 clusters Score -233119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -233129.031250 Penalty: 2681.197021
	Iteration 45Q: 3 clusters Score -233129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -233136.687500 Penalty: 2681.197021
	Iteration 46Q: 3 clusters Score -233136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -233144.484375 Penalty: 2681.197021
	Iteration 47Q: 3 clusters Score -233144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -233153.968750 Penalty: 2681.197021
	Iteration 48Q: 3 clusters Score -233154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -233159.093750 Penalty: 2681.197021
	Iteration 49Q: 3 clusters Score -233159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -233162.359375 Penalty: 2681.197021
	Iteration 50Q: 3 clusters Score -233162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -233165.562500 Penalty: 2681.197021
	Iteration 51Q: 3 clusters Score -233165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -233167.250000 Penalty: 2681.197021
	Iteration 52Q: 3 clusters Score -233167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -233168.125000 Penalty: 2681.197021
	Iteration 53Q: 3 clusters Score -233168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -233170.000000 Penalty: 2681.197021
	Iteration 54Q: 3 clusters Score -233170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -233170.093750 Penalty: 2681.197021
	Iteration 55Q: 3 clusters Score -233170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -233170.890625 Penalty: 2681.197021
	Iteration 56Q: 3 clusters Score -233170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -233170.890625 Penalty: 2681.197021
	Iteration 57F: 3 clusters Score -233170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -70350.851562 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -70350.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68657.945312 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -68657.95 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -69002.015625 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -69002.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69073.992188 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -69073.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -69121.945312 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -69121.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -69149.546875 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -69149.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -69167.781250 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -69167.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -69177.695312 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -69177.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -69184.562500 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -69184.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69191.421875 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -69191.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -69200.101562 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -69200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69206.109375 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -69206.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69213.000000 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -69213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -69221.070312 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -69221.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -69243.328125 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -69243.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -69265.937500 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -69265.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -69273.062500 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -69273.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -69274.453125 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -69274.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -69282.390625 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -69282.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69288.070312 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -69288.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -69296.781250 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -69296.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -69309.820312 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -69309.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -69318.375000 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -69318.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -69327.218750 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -69327.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -69340.859375 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -69340.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -69353.804688 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -69353.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -69367.648438 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -69367.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -69380.390625 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -69380.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -69394.296875 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -69394.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -69404.250000 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -69404.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -69417.351562 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -69417.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -69421.687500 Penalty: 2350.638428
	Iteration 30Q: 3 clusters Score -69421.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -69422.156250 Penalty: 2350.638428
	Iteration 31Q: 3 clusters Score -69422.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -69422.156250 Penalty: 2350.638428
	Iteration 32F: 3 clusters Score -69422.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -156625.015625 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -156625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -154134.750000 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -154134.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -154728.671875 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -154728.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -154861.187500 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -154861.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -154957.953125 Penalty: 2555.811523
	Iteration 3F: 3 clusters Score -154958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -155011.000000 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -155011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -155061.265625 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -155061.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -155105.828125 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -155105.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -155136.218750 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -155136.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -155164.484375 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -155164.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -155186.125000 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -155186.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -155199.562500 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -155199.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -155211.140625 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -155211.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -155224.531250 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -155224.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -155232.234375 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -155232.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -155240.500000 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -155240.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -155248.171875 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -155248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -155256.937500 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -155256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -155265.953125 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -155266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -155273.000000 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -155273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -155280.062500 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -155280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -155286.375000 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -155286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -155289.937500 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -155289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -155293.031250 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -155293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -155296.828125 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -155296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -155300.562500 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -155300.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -155306.515625 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -155306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -155311.203125 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -155311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -155315.953125 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -155316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -155319.015625 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -155319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -155321.078125 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -155321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -155325.328125 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -155325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -155326.890625 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -155326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -155329.718750 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -155329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -155332.531250 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -155332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -155333.500000 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -155333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -155334.515625 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -155334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -155336.453125 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -155336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -155337.328125 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -155337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -155338.343750 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -155338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -155339.015625 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -155339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -155339.859375 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -155339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -155340.906250 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -155340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -155342.156250 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -155342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -155343.109375 Penalty: 2555.811523
	Iteration 43Q: 3 clusters Score -155343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -155344.671875 Penalty: 2555.811523
	Iteration 44Q: 3 clusters Score -155344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -155347.593750 Penalty: 2555.811523
	Iteration 45Q: 3 clusters Score -155347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -155350.687500 Penalty: 2555.811523
	Iteration 46Q: 3 clusters Score -155350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -155356.281250 Penalty: 2555.811523
	Iteration 47Q: 3 clusters Score -155356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -155361.062500 Penalty: 2555.811523
	Iteration 48Q: 3 clusters Score -155361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -155365.109375 Penalty: 2555.811523
	Iteration 49Q: 3 clusters Score -155365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -155367.578125 Penalty: 2555.811523
	Iteration 50Q: 3 clusters Score -155367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -155369.500000 Penalty: 2555.811523
	Iteration 51Q: 3 clusters Score -155369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -155371.765625 Penalty: 2555.811523
	Iteration 52Q: 3 clusters Score -155371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -155372.687500 Penalty: 2555.811523
	Iteration 53Q: 3 clusters Score -155372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -155373.390625 Penalty: 2555.811523
	Iteration 54Q: 3 clusters Score -155373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -155374.906250 Penalty: 2555.811523
	Iteration 55Q: 3 clusters Score -155374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -155375.937500 Penalty: 2555.811523
	Iteration 56Q: 3 clusters Score -155375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -155375.937500 Penalty: 2555.811523
	Iteration 57F: 3 clusters Score -155375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -81957.851562 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -81957.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80180.382812 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -80180.38 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -80480.109375 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -80480.11 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -80568.734375 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -80568.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -80613.398438 Penalty: 2366.897461
	Iteration 3Q: 3 clusters Score -80613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -80637.125000 Penalty: 2366.897461
	Iteration 4Q: 3 clusters Score -80637.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80651.070312 Penalty: 2366.897461
	Iteration 5Q: 3 clusters Score -80651.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -80664.031250 Penalty: 2366.897461
	Iteration 6Q: 3 clusters Score -80664.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -80675.507812 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -80675.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80682.179688 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -80682.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80686.492188 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -80686.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80689.273438 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -80689.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80693.250000 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -80693.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80697.437500 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -80697.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80701.062500 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -80701.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -80704.117188 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -80704.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80712.039062 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -80712.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80714.757812 Penalty: 2366.897461
	Iteration 16Q: 3 clusters Score -80714.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80716.625000 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -80716.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -80718.781250 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -80718.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80722.007812 Penalty: 2366.897461
	Iteration 19Q: 3 clusters Score -80722.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -80726.531250 Penalty: 2366.897461
	Iteration 20F: 3 clusters Score -80726.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -80731.789062 Penalty: 2366.897461
	Iteration 21Q: 3 clusters Score -80731.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -80734.796875 Penalty: 2366.897461
	Iteration 22Q: 3 clusters Score -80734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -80737.695312 Penalty: 2366.897461
	Iteration 23Q: 3 clusters Score -80737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -80740.804688 Penalty: 2366.897461
	Iteration 24Q: 3 clusters Score -80740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80743.726562 Penalty: 2366.897461
	Iteration 25Q: 3 clusters Score -80743.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -80743.968750 Penalty: 2366.897461
	Iteration 26Q: 3 clusters Score -80743.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80745.070312 Penalty: 2366.897461
	Iteration 27Q: 3 clusters Score -80745.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80746.234375 Penalty: 2366.897461
	Iteration 28Q: 3 clusters Score -80746.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80748.632812 Penalty: 2366.897461
	Iteration 29Q: 3 clusters Score -80748.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -80753.765625 Penalty: 2366.897461
	Iteration 30Q: 3 clusters Score -80753.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -80758.070312 Penalty: 2366.897461
	Iteration 31Q: 3 clusters Score -80758.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80759.687500 Penalty: 2366.897461
	Iteration 32Q: 3 clusters Score -80759.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -80761.187500 Penalty: 2366.897461
	Iteration 33Q: 3 clusters Score -80761.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -80763.203125 Penalty: 2366.897461
	Iteration 34Q: 3 clusters Score -80763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -80764.937500 Penalty: 2366.897461
	Iteration 35Q: 3 clusters Score -80764.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80765.812500 Penalty: 2366.897461
	Iteration 36Q: 3 clusters Score -80765.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -80766.648438 Penalty: 2366.897461
	Iteration 37Q: 3 clusters Score -80766.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80767.382812 Penalty: 2366.897461
	Iteration 38Q: 3 clusters Score -80767.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80767.382812 Penalty: 2366.897461
	Iteration 39F: 3 clusters Score -80767.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9622 members 
Mstep: Class 5 contains 24754 members 
Mstep: Class 6 contains 66988 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 16 contains 7853 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 11658 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557018.000000 Penalty: 43480.554688
Iteration 79Q: 23 clusters Score -1.055702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9628 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66980 members 
Mstep: Class 7 contains 13336 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 16 contains 7854 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 11655 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557007.000000 Penalty: 43480.554688
Iteration 80F: 23 clusters Score -1.055701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66973 members 
Mstep: Class 7 contains 13329 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 16 contains 7859 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11645 members 
Mstep: Class 20 contains 3861 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557038.000000 Penalty: 43480.554688
Iteration 81Q: 23 clusters Score -1.055704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9633 members 
Mstep: Class 5 contains 24752 members 
Mstep: Class 6 contains 66959 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9144 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11639 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557006.000000 Penalty: 43480.554688
Iteration 82Q: 23 clusters Score -1.055701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 24754 members 
Mstep: Class 6 contains 66938 members 
Mstep: Class 7 contains 13323 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9718 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11631 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 1384 members 
Mstep: Class 22 contains 2606 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557003.000000 Penalty: 43480.554688
Iteration 83Q: 23 clusters Score -1.0557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 9641 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66919 members 
Mstep: Class 7 contains 13320 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11626 members 
Mstep: Class 20 contains 3904 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557026.000000 Penalty: 43480.554688
Iteration 84Q: 23 clusters Score -1.055703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 24758 members 
Mstep: Class 6 contains 66917 members 
Mstep: Class 7 contains 13315 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 2644 members 
Mstep: Class 19 contains 11620 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557030.000000 Penalty: 43480.554688
Iteration 85Q: 23 clusters Score -1.055703e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 24760 members 
Mstep: Class 6 contains 66907 members 
Mstep: Class 7 contains 13314 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11619 members 
Mstep: Class 20 contains 3916 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557047.000000 Penalty: 43480.554688
Iteration 86Q: 23 clusters Score -1.055705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 9653 members 
Mstep: Class 5 contains 24760 members 
Mstep: Class 6 contains 66897 members 
Mstep: Class 7 contains 13311 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 3919 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557050.000000 Penalty: 43480.554688
Iteration 87Q: 23 clusters Score -1.055705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 9656 members 
Mstep: Class 5 contains 24759 members 
Mstep: Class 6 contains 66889 members 
Mstep: Class 7 contains 13307 members 
Mstep: Class 8 contains 3017 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9137 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 11606 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557062.000000 Penalty: 43480.554688
Iteration 88Q: 23 clusters Score -1.055706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 9658 members 
Mstep: Class 5 contains 24759 members 
Mstep: Class 6 contains 66881 members 
Mstep: Class 7 contains 13305 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 11604 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2627 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557063.000000 Penalty: 43480.554688
Iteration 89Q: 23 clusters Score -1.055706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 24759 members 
Mstep: Class 6 contains 66871 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557089.000000 Penalty: 43480.554688
Iteration 90Q: 23 clusters Score -1.055709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 9663 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66866 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557076.000000 Penalty: 43480.554688
Iteration 91Q: 23 clusters Score -1.055708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66863 members 
Mstep: Class 7 contains 13303 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9131 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557081.000000 Penalty: 43480.554688
Iteration 92Q: 23 clusters Score -1.055708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66859 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9129 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 11599 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557057.000000 Penalty: 43480.554688
Iteration 93Q: 23 clusters Score -1.055706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66857 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557054.000000 Penalty: 43480.554688
Iteration 94Q: 23 clusters Score -1.055705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66852 members 
Mstep: Class 7 contains 13298 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557046.000000 Penalty: 43480.554688
Iteration 95Q: 23 clusters Score -1.055705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66848 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9125 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557065.000000 Penalty: 43480.554688
Iteration 96Q: 23 clusters Score -1.055706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66841 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557078.000000 Penalty: 43480.554688
Iteration 97Q: 23 clusters Score -1.055708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66832 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 2672 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 3954 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557090.000000 Penalty: 43480.554688
Iteration 98Q: 23 clusters Score -1.055709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66826 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2674 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557075.000000 Penalty: 43480.554688
Iteration 99Q: 23 clusters Score -1.055708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66824 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9122 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2675 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557074.000000 Penalty: 43480.554688
Iteration 100F: 23 clusters Score -1.055707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66820 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 11592 members 
Mstep: Class 20 contains 3965 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557071.000000 Penalty: 43480.554688
Iteration 101Q: 23 clusters Score -1.055707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66821 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7884 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557083.000000 Penalty: 43480.554688
Iteration 102Q: 23 clusters Score -1.055708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66819 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2653 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557096.000000 Penalty: 43480.554688
Iteration 103Q: 23 clusters Score -1.05571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66819 members 
Mstep: Class 7 contains 13291 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7886 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 3971 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557106.000000 Penalty: 43480.554688
Iteration 104Q: 23 clusters Score -1.055711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66823 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7887 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 11587 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2659 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557093.000000 Penalty: 43480.554688
Iteration 105Q: 23 clusters Score -1.055709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66818 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557096.000000 Penalty: 43480.554688
Iteration 106Q: 23 clusters Score -1.05571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 66814 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7891 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557095.000000 Penalty: 43480.554688
Iteration 107Q: 23 clusters Score -1.05571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24756 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557101.000000 Penalty: 43480.554688
Iteration 108Q: 23 clusters Score -1.05571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24755 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557100.000000 Penalty: 43480.554688
Iteration 109Q: 23 clusters Score -1.05571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24755 members 
Mstep: Class 6 contains 66812 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557085.000000 Penalty: 43480.554688
Iteration 110Q: 23 clusters Score -1.055708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24754 members 
Mstep: Class 6 contains 66812 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557081.000000 Penalty: 43480.554688
Iteration 111Q: 23 clusters Score -1.055708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24754 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2660 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2664 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557084.000000 Penalty: 43480.554688
Iteration 112Q: 23 clusters Score -1.055708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66812 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2660 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557084.000000 Penalty: 43480.554688
Iteration 113Q: 23 clusters Score -1.055708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66813 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557093.000000 Penalty: 43480.554688
Iteration 114Q: 23 clusters Score -1.055709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66813 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557100.000000 Penalty: 43480.554688
Iteration 115Q: 23 clusters Score -1.05571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66813 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557100.000000 Penalty: 43480.554688
Iteration 116Q: 23 clusters Score -1.05571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66813 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2669 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557099.000000 Penalty: 43480.554688
Iteration 117Q: 23 clusters Score -1.05571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66813 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2670 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557098.000000 Penalty: 43480.554688
Iteration 118Q: 23 clusters Score -1.05571e+07 nChanged 2
Entering ConstructFrom: 
Score: -10557098.000000 Penalty: 43480.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -169455.156250 Penalty: 1286.954468
	Iteration 0F: 2 clusters Score -169455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -166890.109375 Penalty: 2573.908936
	Iteration 0F: 3 clusters Score -166890.1 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -167518.234375 Penalty: 2573.908936
	Iteration 1F: 3 clusters Score -167518.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -167641.859375 Penalty: 2573.908936
	Iteration 2F: 3 clusters Score -167641.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -167703.078125 Penalty: 2573.908936
	Iteration 3Q: 3 clusters Score -167703.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -167735.484375 Penalty: 2573.908936
	Iteration 4Q: 3 clusters Score -167735.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -167760.640625 Penalty: 2573.908936
	Iteration 5Q: 3 clusters Score -167760.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -167779.187500 Penalty: 2573.908936
	Iteration 6Q: 3 clusters Score -167779.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -167795.281250 Penalty: 2573.908936
	Iteration 7Q: 3 clusters Score -167795.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -167810.218750 Penalty: 2573.908936
	Iteration 8Q: 3 clusters Score -167810.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -167824.156250 Penalty: 2573.908936
	Iteration 9Q: 3 clusters Score -167824.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -167833.218750 Penalty: 2573.908936
	Iteration 10Q: 3 clusters Score -167833.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -167842.343750 Penalty: 2573.908936
	Iteration 11Q: 3 clusters Score -167842.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -167849.937500 Penalty: 2573.908936
	Iteration 12Q: 3 clusters Score -167849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167854.609375 Penalty: 2573.908936
	Iteration 13Q: 3 clusters Score -167854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -167857.937500 Penalty: 2573.908936
	Iteration 14Q: 3 clusters Score -167857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -167863.109375 Penalty: 2573.908936
	Iteration 15Q: 3 clusters Score -167863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -167869.640625 Penalty: 2573.908936
	Iteration 16Q: 3 clusters Score -167869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -167873.781250 Penalty: 2573.908936
	Iteration 17Q: 3 clusters Score -167873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -167878.562500 Penalty: 2573.908936
	Iteration 18Q: 3 clusters Score -167878.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -167883.984375 Penalty: 2573.908936
	Iteration 19Q: 3 clusters Score -167884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -167889.000000 Penalty: 2573.908936
	Iteration 20F: 3 clusters Score -167889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -167892.234375 Penalty: 2573.908936
	Iteration 21Q: 3 clusters Score -167892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -167895.343750 Penalty: 2573.908936
	Iteration 22Q: 3 clusters Score -167895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -167897.484375 Penalty: 2573.908936
	Iteration 23Q: 3 clusters Score -167897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -167898.593750 Penalty: 2573.908936
	Iteration 24Q: 3 clusters Score -167898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -167900.703125 Penalty: 2573.908936
	Iteration 25Q: 3 clusters Score -167900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167903.140625 Penalty: 2573.908936
	Iteration 26Q: 3 clusters Score -167903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -167904.656250 Penalty: 2573.908936
	Iteration 27Q: 3 clusters Score -167904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -167906.031250 Penalty: 2573.908936
	Iteration 28Q: 3 clusters Score -167906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -167908.875000 Penalty: 2573.908936
	Iteration 29Q: 3 clusters Score -167908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -167910.000000 Penalty: 2573.908936
	Iteration 30Q: 3 clusters Score -167910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -167911.796875 Penalty: 2573.908936
	Iteration 31Q: 3 clusters Score -167911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -167912.203125 Penalty: 2573.908936
	Iteration 32Q: 3 clusters Score -167912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -167912.203125 Penalty: 2573.908936
	Iteration 33F: 3 clusters Score -167912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -124069.250000 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -124069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -121785.031250 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -121785 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -122393.640625 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -122393.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -122542.257812 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -122542.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -122624.593750 Penalty: 2523.810059
	Iteration 3F: 3 clusters Score -122624.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -122684.765625 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -122684.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -122717.289062 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -122717.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -122739.156250 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -122739.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -122761.101562 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -122761.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -122783.304688 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -122783.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -122799.960938 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -122800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -122807.296875 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -122807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -122816.148438 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -122816.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -122829.156250 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -122829.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -122838.210938 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -122838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -122843.593750 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -122843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -122849.109375 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -122849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -122852.812500 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -122852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -122855.289062 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -122855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -122856.718750 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -122856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -122857.070312 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -122857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -122857.570312 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -122857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -220168.453125 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -220168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -217003.046875 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -217003 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -217867.187500 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -217867.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -218041.328125 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -218041.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -218140.671875 Penalty: 2676.492432
	Iteration 3F: 3 clusters Score -218140.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -218210.171875 Penalty: 2676.492432
	Iteration 4Q: 3 clusters Score -218210.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -218257.718750 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -218257.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -218286.000000 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -218286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -218301.781250 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -218301.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -218317.453125 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -218317.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -218329.312500 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -218329.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -218341.046875 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -218341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -218357.125000 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -218357.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -218371.843750 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -218371.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -218387.593750 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -218387.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -218400.421875 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -218400.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -218414.906250 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -218414.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -218431.156250 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -218431.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -218443.546875 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -218443.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -218456.171875 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -218456.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -218469.703125 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -218469.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -218486.250000 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -218486.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -218497.265625 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -218497.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -218506.703125 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -218506.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -218518.265625 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -218518.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -218526.390625 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -218526.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -218538.312500 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -218538.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -218553.437500 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -218553.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218568.593750 Penalty: 2676.492432
	Iteration 27Q: 3 clusters Score -218568.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -218584.906250 Penalty: 2676.492432
	Iteration 28Q: 3 clusters Score -218584.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -218605.171875 Penalty: 2676.492432
	Iteration 29Q: 3 clusters Score -218605.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -218630.156250 Penalty: 2676.492432
	Iteration 30Q: 3 clusters Score -218630.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -218665.312500 Penalty: 2676.492432
	Iteration 31Q: 3 clusters Score -218665.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -218702.218750 Penalty: 2676.492432
	Iteration 32Q: 3 clusters Score -218702.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -218741.390625 Penalty: 2676.492432
	Iteration 33Q: 3 clusters Score -218741.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -218773.546875 Penalty: 2676.492432
	Iteration 34Q: 3 clusters Score -218773.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218807.656250 Penalty: 2676.492432
	Iteration 35Q: 3 clusters Score -218807.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -218854.656250 Penalty: 2676.492432
	Iteration 36Q: 3 clusters Score -218854.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218894.984375 Penalty: 2676.492432
	Iteration 37Q: 3 clusters Score -218895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218921.484375 Penalty: 2676.492432
	Iteration 38Q: 3 clusters Score -218921.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218955.156250 Penalty: 2676.492432
	Iteration 39Q: 3 clusters Score -218955.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -218987.484375 Penalty: 2676.492432
	Iteration 40F: 3 clusters Score -218987.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -219018.203125 Penalty: 2676.492432
	Iteration 41Q: 3 clusters Score -219018.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219047.343750 Penalty: 2676.492432
	Iteration 42Q: 3 clusters Score -219047.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -219074.765625 Penalty: 2676.492432
	Iteration 43Q: 3 clusters Score -219074.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -219111.796875 Penalty: 2676.492432
	Iteration 44Q: 3 clusters Score -219111.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -219141.171875 Penalty: 2676.492432
	Iteration 45Q: 3 clusters Score -219141.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -219163.796875 Penalty: 2676.492432
	Iteration 46Q: 3 clusters Score -219163.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -219180.765625 Penalty: 2676.492432
	Iteration 47Q: 3 clusters Score -219180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -219199.703125 Penalty: 2676.492432
	Iteration 48Q: 3 clusters Score -219199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -219221.906250 Penalty: 2676.492432
	Iteration 49Q: 3 clusters Score -219221.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -219249.437500 Penalty: 2676.492432
	Iteration 50Q: 3 clusters Score -219249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219271.015625 Penalty: 2676.492432
	Iteration 51Q: 3 clusters Score -219271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -219290.890625 Penalty: 2676.492432
	Iteration 52Q: 3 clusters Score -219290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -219304.234375 Penalty: 2676.492432
	Iteration 53Q: 3 clusters Score -219304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -219316.843750 Penalty: 2676.492432
	Iteration 54Q: 3 clusters Score -219316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -219324.765625 Penalty: 2676.492432
	Iteration 55Q: 3 clusters Score -219324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -219329.656250 Penalty: 2676.492432
	Iteration 56Q: 3 clusters Score -219329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -219333.062500 Penalty: 2676.492432
	Iteration 57Q: 3 clusters Score -219333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -219337.765625 Penalty: 2676.492432
	Iteration 58Q: 3 clusters Score -219337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -219339.828125 Penalty: 2676.492432
	Iteration 59Q: 3 clusters Score -219339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -219341.765625 Penalty: 2676.492432
	Iteration 60F: 3 clusters Score -219341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -219343.453125 Penalty: 2676.492432
	Iteration 61Q: 3 clusters Score -219343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -219346.265625 Penalty: 2676.492432
	Iteration 62Q: 3 clusters Score -219346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -219347.390625 Penalty: 2676.492432
	Iteration 63Q: 3 clusters Score -219347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -219348.093750 Penalty: 2676.492432
	Iteration 64Q: 3 clusters Score -219348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -219348.390625 Penalty: 2676.492432
	Iteration 65Q: 3 clusters Score -219348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -219349.156250 Penalty: 2676.492432
	Iteration 66Q: 3 clusters Score -219349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -219351.562500 Penalty: 2676.492432
	Iteration 67Q: 3 clusters Score -219351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -219353.656250 Penalty: 2676.492432
	Iteration 68Q: 3 clusters Score -219353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -219354.000000 Penalty: 2676.492432
	Iteration 69Q: 3 clusters Score -219354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -219354.000000 Penalty: 2676.492432
	Iteration 70F: 3 clusters Score -219354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Entering Unmasked Estep 
Score: -524735.875000 Penalty: 1491.143311
	Iteration 0F: 2 clusters Score -524735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -517775.656250 Penalty: 2982.286621
	Iteration 0F: 3 clusters Score -517775.7 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -520129.937500 Penalty: 2982.286621
	Iteration 1F: 3 clusters Score -520129.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -520514.031250 Penalty: 2982.286621
	Iteration 2F: 3 clusters Score -520514 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -520875.343750 Penalty: 2982.286621
	Iteration 3F: 3 clusters Score -520875.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -521259.468750 Penalty: 2982.286621
	Iteration 4F: 3 clusters Score -521259.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -521630.875000 Penalty: 2982.286621
	Iteration 5F: 3 clusters Score -521630.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -521921.187500 Penalty: 2982.286621
	Iteration 6F: 3 clusters Score -521921.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -522205.437500 Penalty: 2982.286621
	Iteration 7Q: 3 clusters Score -522205.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -522495.875000 Penalty: 2982.286621
	Iteration 8Q: 3 clusters Score -522495.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -522720.687500 Penalty: 2982.286621
	Iteration 9Q: 3 clusters Score -522720.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -522896.468750 Penalty: 2982.286621
	Iteration 10Q: 3 clusters Score -522896.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -523033.562500 Penalty: 2982.286621
	Iteration 11Q: 3 clusters Score -523033.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -523155.093750 Penalty: 2982.286621
	Iteration 12Q: 3 clusters Score -523155.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -523258.187500 Penalty: 2982.286621
	Iteration 13Q: 3 clusters Score -523258.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -523345.406250 Penalty: 2982.286621
	Iteration 14Q: 3 clusters Score -523345.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -523428.875000 Penalty: 2982.286621
	Iteration 15Q: 3 clusters Score -523428.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -523504.062500 Penalty: 2982.286621
	Iteration 16Q: 3 clusters Score -523504.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -523565.343750 Penalty: 2982.286621
	Iteration 17Q: 3 clusters Score -523565.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -523612.031250 Penalty: 2982.286621
	Iteration 18Q: 3 clusters Score -523612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -523649.406250 Penalty: 2982.286621
	Iteration 19Q: 3 clusters Score -523649.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -523680.625000 Penalty: 2982.286621
	Iteration 20F: 3 clusters Score -523680.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -523699.937500 Penalty: 2982.286621
	Iteration 21Q: 3 clusters Score -523699.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -523720.531250 Penalty: 2982.286621
	Iteration 22Q: 3 clusters Score -523720.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -523743.062500 Penalty: 2982.286621
	Iteration 23Q: 3 clusters Score -523743.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -523758.937500 Penalty: 2982.286621
	Iteration 24Q: 3 clusters Score -523758.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -523774.468750 Penalty: 2982.286621
	Iteration 25Q: 3 clusters Score -523774.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -523791.343750 Penalty: 2982.286621
	Iteration 26Q: 3 clusters Score -523791.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -523804.218750 Penalty: 2982.286621
	Iteration 27Q: 3 clusters Score -523804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -523815.093750 Penalty: 2982.286621
	Iteration 28Q: 3 clusters Score -523815.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -523822.343750 Penalty: 2982.286621
	Iteration 29Q: 3 clusters Score -523822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -523830.281250 Penalty: 2982.286621
	Iteration 30Q: 3 clusters Score -523830.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -523838.156250 Penalty: 2982.286621
	Iteration 31Q: 3 clusters Score -523838.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -523843.312500 Penalty: 2982.286621
	Iteration 32Q: 3 clusters Score -523843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -523846.968750 Penalty: 2982.286621
	Iteration 33Q: 3 clusters Score -523847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -523849.593750 Penalty: 2982.286621
	Iteration 34Q: 3 clusters Score -523849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -523851.281250 Penalty: 2982.286621
	Iteration 35Q: 3 clusters Score -523851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -523851.000000 Penalty: 2982.286621
	Iteration 36Q: 3 clusters Score -523851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -523851.750000 Penalty: 2982.286621
	Iteration 37Q: 3 clusters Score -523851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -523851.468750 Penalty: 2982.286621
	Iteration 38Q: 3 clusters Score -523851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -523851.468750 Penalty: 2982.286621
	Iteration 39F: 3 clusters Score -523851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Entering Unmasked Estep 
Score: -1473221.500000 Penalty: 1643.964111
	Iteration 0F: 2 clusters Score -1473222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1456486.500000 Penalty: 3287.928223
	Iteration 0F: 3 clusters Score -1456486 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1462759.625000 Penalty: 3287.928223
	Iteration 1F: 3 clusters Score -1462760 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1463305.625000 Penalty: 3287.928223
	Iteration 2F: 3 clusters Score -1463306 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1463852.750000 Penalty: 3287.928223
	Iteration 3F: 3 clusters Score -1463853 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1464333.250000 Penalty: 3287.928223
	Iteration 4Q: 3 clusters Score -1464333 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1464820.750000 Penalty: 3287.928223
	Iteration 5Q: 3 clusters Score -1464821 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1465312.625000 Penalty: 3287.928223
	Iteration 6Q: 3 clusters Score -1465313 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1465731.500000 Penalty: 3287.928223
	Iteration 7Q: 3 clusters Score -1465732 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1466120.375000 Penalty: 3287.928223
	Iteration 8Q: 3 clusters Score -1466120 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1466470.000000 Penalty: 3287.928223
	Iteration 9Q: 3 clusters Score -1466470 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1466794.375000 Penalty: 3287.928223
	Iteration 10Q: 3 clusters Score -1466794 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1467136.125000 Penalty: 3287.928223
	Iteration 11Q: 3 clusters Score -1467136 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1467447.625000 Penalty: 3287.928223
	Iteration 12Q: 3 clusters Score -1467448 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1467731.750000 Penalty: 3287.928223
	Iteration 13Q: 3 clusters Score -1467732 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1468056.125000 Penalty: 3287.928223
	Iteration 14Q: 3 clusters Score -1468056 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1468336.500000 Penalty: 3287.928223
	Iteration 15Q: 3 clusters Score -1468336 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1468580.500000 Penalty: 3287.928223
	Iteration 16Q: 3 clusters Score -1468580 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1468764.000000 Penalty: 3287.928223
	Iteration 17Q: 3 clusters Score -1468764 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1468887.750000 Penalty: 3287.928223
	Iteration 18Q: 3 clusters Score -1468888 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1468970.500000 Penalty: 3287.928223
	Iteration 19Q: 3 clusters Score -1468970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1469033.625000 Penalty: 3287.928223
	Iteration 20F: 3 clusters Score -1469034 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1469071.625000 Penalty: 3287.928223
	Iteration 21Q: 3 clusters Score -1469072 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1469102.250000 Penalty: 3287.928223
	Iteration 22Q: 3 clusters Score -1469102 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1469124.500000 Penalty: 3287.928223
	Iteration 23Q: 3 clusters Score -1469124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1469143.125000 Penalty: 3287.928223
	Iteration 24Q: 3 clusters Score -1469143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1469152.375000 Penalty: 3287.928223
	Iteration 25Q: 3 clusters Score -1469152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1469164.375000 Penalty: 3287.928223
	Iteration 26Q: 3 clusters Score -1469164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1469179.250000 Penalty: 3287.928223
	Iteration 27Q: 3 clusters Score -1469179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1469190.375000 Penalty: 3287.928223
	Iteration 28Q: 3 clusters Score -1469190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1469202.250000 Penalty: 3287.928223
	Iteration 29Q: 3 clusters Score -1469202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1469213.750000 Penalty: 3287.928223
	Iteration 30Q: 3 clusters Score -1469214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1469233.500000 Penalty: 3287.928223
	Iteration 31Q: 3 clusters Score -1469234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1469243.375000 Penalty: 3287.928223
	Iteration 32Q: 3 clusters Score -1469243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1469254.750000 Penalty: 3287.928223
	Iteration 33Q: 3 clusters Score -1469255 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1469267.125000 Penalty: 3287.928223
	Iteration 34Q: 3 clusters Score -1469267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1469276.625000 Penalty: 3287.928223
	Iteration 35Q: 3 clusters Score -1469277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1469282.875000 Penalty: 3287.928223
	Iteration 36Q: 3 clusters Score -1469283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1469296.375000 Penalty: 3287.928223
	Iteration 37Q: 3 clusters Score -1469296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1469306.750000 Penalty: 3287.928223
	Iteration 38Q: 3 clusters Score -1469307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1469308.625000 Penalty: 3287.928223
	Iteration 39Q: 3 clusters Score -1469309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1469315.375000 Penalty: 3287.928223
	Iteration 40F: 3 clusters Score -1469315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1469322.500000 Penalty: 3287.928223
	Iteration 41Q: 3 clusters Score -1469322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1469335.125000 Penalty: 3287.928223
	Iteration 42Q: 3 clusters Score -1469335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1469339.750000 Penalty: 3287.928223
	Iteration 43Q: 3 clusters Score -1469340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1469342.500000 Penalty: 3287.928223
	Iteration 44Q: 3 clusters Score -1469342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1469347.125000 Penalty: 3287.928223
	Iteration 45Q: 3 clusters Score -1469347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1469354.375000 Penalty: 3287.928223
	Iteration 46Q: 3 clusters Score -1469354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1469356.375000 Penalty: 3287.928223
	Iteration 47Q: 3 clusters Score -1469356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1469361.000000 Penalty: 3287.928223
	Iteration 48Q: 3 clusters Score -1469361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1469361.375000 Penalty: 3287.928223
	Iteration 49Q: 3 clusters Score -1469361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1469368.500000 Penalty: 3287.928223
	Iteration 50Q: 3 clusters Score -1469368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1469373.375000 Penalty: 3287.928223
	Iteration 51Q: 3 clusters Score -1469373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1469381.250000 Penalty: 3287.928223
	Iteration 52Q: 3 clusters Score -1469381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1469385.625000 Penalty: 3287.928223
	Iteration 53Q: 3 clusters Score -1469386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1469386.250000 Penalty: 3287.928223
	Iteration 54Q: 3 clusters Score -1469386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1469389.500000 Penalty: 3287.928223
	Iteration 55Q: 3 clusters Score -1469390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1469393.000000 Penalty: 3287.928223
	Iteration 56Q: 3 clusters Score -1469393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1469392.375000 Penalty: 3287.928223
	Iteration 57Q: 3 clusters Score -1469392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1469394.750000 Penalty: 3287.928223
	Iteration 58Q: 3 clusters Score -1469395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1469401.500000 Penalty: 3287.928223
	Iteration 59Q: 3 clusters Score -1469402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1469408.750000 Penalty: 3287.928223
	Iteration 60F: 3 clusters Score -1469409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1469415.500000 Penalty: 3287.928223
	Iteration 61Q: 3 clusters Score -1469416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1469416.875000 Penalty: 3287.928223
	Iteration 62Q: 3 clusters Score -1469417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1469424.250000 Penalty: 3287.928223
	Iteration 63Q: 3 clusters Score -1469424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1469428.875000 Penalty: 3287.928223
	Iteration 64Q: 3 clusters Score -1469429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1469430.750000 Penalty: 3287.928223
	Iteration 65Q: 3 clusters Score -1469431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1469431.250000 Penalty: 3287.928223
	Iteration 66Q: 3 clusters Score -1469431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1469438.250000 Penalty: 3287.928223
	Iteration 67Q: 3 clusters Score -1469438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1469448.000000 Penalty: 3287.928223
	Iteration 68Q: 3 clusters Score -1469448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1469457.500000 Penalty: 3287.928223
	Iteration 69Q: 3 clusters Score -1469458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1469468.875000 Penalty: 3287.928223
	Iteration 70Q: 3 clusters Score -1469469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1469477.375000 Penalty: 3287.928223
	Iteration 71Q: 3 clusters Score -1469477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1469480.250000 Penalty: 3287.928223
	Iteration 72Q: 3 clusters Score -1469480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1469488.125000 Penalty: 3287.928223
	Iteration 73Q: 3 clusters Score -1469488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1469501.375000 Penalty: 3287.928223
	Iteration 74Q: 3 clusters Score -1469501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1469507.375000 Penalty: 3287.928223
	Iteration 75Q: 3 clusters Score -1469507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1469510.625000 Penalty: 3287.928223
	Iteration 76Q: 3 clusters Score -1469511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1469530.125000 Penalty: 3287.928223
	Iteration 77Q: 3 clusters Score -1469530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1469541.375000 Penalty: 3287.928223
	Iteration 78Q: 3 clusters Score -1469541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1469557.125000 Penalty: 3287.928223
	Iteration 79Q: 3 clusters Score -1469557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1469565.125000 Penalty: 3287.928223
	Iteration 80F: 3 clusters Score -1469565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1469576.125000 Penalty: 3287.928223
	Iteration 81Q: 3 clusters Score -1469576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1469582.000000 Penalty: 3287.928223
	Iteration 82Q: 3 clusters Score -1469582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1469589.125000 Penalty: 3287.928223
	Iteration 83Q: 3 clusters Score -1469589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1469603.250000 Penalty: 3287.928223
	Iteration 84Q: 3 clusters Score -1469603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1469609.500000 Penalty: 3287.928223
	Iteration 85Q: 3 clusters Score -1469610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1469619.000000 Penalty: 3287.928223
	Iteration 86Q: 3 clusters Score -1469619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1469628.750000 Penalty: 3287.928223
	Iteration 87Q: 3 clusters Score -1469629 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1469633.875000 Penalty: 3287.928223
	Iteration 88Q: 3 clusters Score -1469634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1469644.625000 Penalty: 3287.928223
	Iteration 89Q: 3 clusters Score -1469645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1469660.875000 Penalty: 3287.928223
	Iteration 90Q: 3 clusters Score -1469661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1469672.625000 Penalty: 3287.928223
	Iteration 91Q: 3 clusters Score -1469673 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1469696.500000 Penalty: 3287.928223
	Iteration 92Q: 3 clusters Score -1469696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1469713.125000 Penalty: 3287.928223
	Iteration 93Q: 3 clusters Score -1469713 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1469737.375000 Penalty: 3287.928223
	Iteration 94Q: 3 clusters Score -1469737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1469754.125000 Penalty: 3287.928223
	Iteration 95Q: 3 clusters Score -1469754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1469790.500000 Penalty: 3287.928223
	Iteration 96Q: 3 clusters Score -1469790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1469818.125000 Penalty: 3287.928223
	Iteration 97Q: 3 clusters Score -1469818 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1469852.500000 Penalty: 3287.928223
	Iteration 98Q: 3 clusters Score -1469852 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1469891.125000 Penalty: 3287.928223
	Iteration 99Q: 3 clusters Score -1469891 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1469925.875000 Penalty: 3287.928223
	Iteration 100F: 3 clusters Score -1469926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1469955.375000 Penalty: 3287.928223
	Iteration 101Q: 3 clusters Score -1469955 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1469988.000000 Penalty: 3287.928223
	Iteration 102Q: 3 clusters Score -1469988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1470028.375000 Penalty: 3287.928223
	Iteration 103Q: 3 clusters Score -1470028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1470064.875000 Penalty: 3287.928223
	Iteration 104Q: 3 clusters Score -1470065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1470107.875000 Penalty: 3287.928223
	Iteration 105Q: 3 clusters Score -1470108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1470144.875000 Penalty: 3287.928223
	Iteration 106Q: 3 clusters Score -1470145 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1470199.875000 Penalty: 3287.928223
	Iteration 107Q: 3 clusters Score -1470200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1470240.750000 Penalty: 3287.928223
	Iteration 108Q: 3 clusters Score -1470241 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1470289.875000 Penalty: 3287.928223
	Iteration 109Q: 3 clusters Score -1470290 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1470340.250000 Penalty: 3287.928223
	Iteration 110Q: 3 clusters Score -1470340 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1470387.375000 Penalty: 3287.928223
	Iteration 111Q: 3 clusters Score -1470387 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1470431.375000 Penalty: 3287.928223
	Iteration 112Q: 3 clusters Score -1470431 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1470479.750000 Penalty: 3287.928223
	Iteration 113Q: 3 clusters Score -1470480 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1470527.125000 Penalty: 3287.928223
	Iteration 114Q: 3 clusters Score -1470527 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1470580.000000 Penalty: 3287.928223
	Iteration 115Q: 3 clusters Score -1470580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1470643.750000 Penalty: 3287.928223
	Iteration 116Q: 3 clusters Score -1470644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1470702.875000 Penalty: 3287.928223
	Iteration 117Q: 3 clusters Score -1470703 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1470782.625000 Penalty: 3287.928223
	Iteration 118Q: 3 clusters Score -1470783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1470873.000000 Penalty: 3287.928223
	Iteration 119Q: 3 clusters Score -1470873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1470986.250000 Penalty: 3287.928223
	Iteration 120F: 3 clusters Score -1470986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1471079.375000 Penalty: 3287.928223
	Iteration 121Q: 3 clusters Score -1471079 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1471163.625000 Penalty: 3287.928223
	Iteration 122Q: 3 clusters Score -1471164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1471258.250000 Penalty: 3287.928223
	Iteration 123Q: 3 clusters Score -1471258 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1471357.125000 Penalty: 3287.928223
	Iteration 124Q: 3 clusters Score -1471357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1471452.375000 Penalty: 3287.928223
	Iteration 125Q: 3 clusters Score -1471452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1471524.625000 Penalty: 3287.928223
	Iteration 126Q: 3 clusters Score -1471525 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1471590.625000 Penalty: 3287.928223
	Iteration 127Q: 3 clusters Score -1471591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1471633.500000 Penalty: 3287.928223
	Iteration 128Q: 3 clusters Score -1471634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1471665.875000 Penalty: 3287.928223
	Iteration 129Q: 3 clusters Score -1471666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1471690.125000 Penalty: 3287.928223
	Iteration 130Q: 3 clusters Score -1471690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1471713.500000 Penalty: 3287.928223
	Iteration 131Q: 3 clusters Score -1471714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1471724.625000 Penalty: 3287.928223
	Iteration 132Q: 3 clusters Score -1471725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1471742.125000 Penalty: 3287.928223
	Iteration 133Q: 3 clusters Score -1471742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1471753.250000 Penalty: 3287.928223
	Iteration 134Q: 3 clusters Score -1471753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1471768.125000 Penalty: 3287.928223
	Iteration 135Q: 3 clusters Score -1471768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1471785.250000 Penalty: 3287.928223
	Iteration 136Q: 3 clusters Score -1471785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1471795.500000 Penalty: 3287.928223
	Iteration 137Q: 3 clusters Score -1471796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1471801.375000 Penalty: 3287.928223
	Iteration 138Q: 3 clusters Score -1471801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1471807.500000 Penalty: 3287.928223
	Iteration 139Q: 3 clusters Score -1471808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1471812.500000 Penalty: 3287.928223
	Iteration 140F: 3 clusters Score -1471812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1471817.875000 Penalty: 3287.928223
	Iteration 141Q: 3 clusters Score -1471818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1471821.000000 Penalty: 3287.928223
	Iteration 142Q: 3 clusters Score -1471821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1471829.375000 Penalty: 3287.928223
	Iteration 143Q: 3 clusters Score -1471829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1471840.875000 Penalty: 3287.928223
	Iteration 144Q: 3 clusters Score -1471841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1471857.000000 Penalty: 3287.928223
	Iteration 145Q: 3 clusters Score -1471857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1471864.250000 Penalty: 3287.928223
	Iteration 146Q: 3 clusters Score -1471864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1471876.250000 Penalty: 3287.928223
	Iteration 147Q: 3 clusters Score -1471876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1471880.875000 Penalty: 3287.928223
	Iteration 148Q: 3 clusters Score -1471881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1471883.625000 Penalty: 3287.928223
	Iteration 149Q: 3 clusters Score -1471884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1471882.750000 Penalty: 3287.928223
	Iteration 150Q: 3 clusters Score -1471883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1471880.375000 Penalty: 3287.928223
	Iteration 151Q: 3 clusters Score -1471880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1471884.000000 Penalty: 3287.928223
	Iteration 152Q: 3 clusters Score -1471884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1471885.875000 Penalty: 3287.928223
	Iteration 153Q: 3 clusters Score -1471886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1471886.000000 Penalty: 3287.928223
	Iteration 154Q: 3 clusters Score -1471886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1471886.250000 Penalty: 3287.928223
	Iteration 155Q: 3 clusters Score -1471886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1471891.375000 Penalty: 3287.928223
	Iteration 156Q: 3 clusters Score -1471891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1471900.500000 Penalty: 3287.928223
	Iteration 157Q: 3 clusters Score -1471900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1471903.125000 Penalty: 3287.928223
	Iteration 158Q: 3 clusters Score -1471903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1471907.000000 Penalty: 3287.928223
	Iteration 159Q: 3 clusters Score -1471907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1471908.375000 Penalty: 3287.928223
	Iteration 160F: 3 clusters Score -1471908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1471909.375000 Penalty: 3287.928223
	Iteration 161Q: 3 clusters Score -1471909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1471910.500000 Penalty: 3287.928223
	Iteration 162Q: 3 clusters Score -1471910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1471911.500000 Penalty: 3287.928223
	Iteration 163Q: 3 clusters Score -1471912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1471911.875000 Penalty: 3287.928223
	Iteration 164Q: 3 clusters Score -1471912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1471911.875000 Penalty: 3287.928223
	Iteration 165F: 3 clusters Score -1471912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Entering Unmasked Estep 
Score: -3880260.750000 Penalty: 1805.313721
	Iteration 0F: 2 clusters Score -3880261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -3835432.250000 Penalty: 3610.627441
	Iteration 0F: 3 clusters Score -3835432 nChanged 31832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3853658.750000 Penalty: 3610.627441
	Iteration 1F: 3 clusters Score -3853659 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3854244.500000 Penalty: 3610.627441
	Iteration 2Q: 3 clusters Score -3854244 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3854927.250000 Penalty: 3610.627441
	Iteration 3Q: 3 clusters Score -3854927 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -3855807.750000 Penalty: 3610.627441
	Iteration 4Q: 3 clusters Score -3855808 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -3856989.750000 Penalty: 3610.627441
	Iteration 5Q: 3 clusters Score -3856990 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -3858872.000000 Penalty: 3610.627441
	Iteration 6F: 3 clusters Score -3858872 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -3861705.750000 Penalty: 3610.627441
	Iteration 7F: 3 clusters Score -3861706 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -3865551.250000 Penalty: 3610.627441
	Iteration 8F: 3 clusters Score -3865551 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -3869763.750000 Penalty: 3610.627441
	Iteration 9F: 3 clusters Score -3869764 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -3873414.250000 Penalty: 3610.627441
	Iteration 10F: 3 clusters Score -3873414 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -3875986.000000 Penalty: 3610.627441
	Iteration 11Q: 3 clusters Score -3875986 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -3877405.250000 Penalty: 3610.627441
	Iteration 12Q: 3 clusters Score -3877405 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -3878036.500000 Penalty: 3610.627441
	Iteration 13Q: 3 clusters Score -3878036 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -3878329.750000 Penalty: 3610.627441
	Iteration 14Q: 3 clusters Score -3878330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -3878483.000000 Penalty: 3610.627441
	Iteration 15Q: 3 clusters Score -3878483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -3878554.000000 Penalty: 3610.627441
	Iteration 16Q: 3 clusters Score -3878554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -3878591.250000 Penalty: 3610.627441
	Iteration 17Q: 3 clusters Score -3878591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -3878618.750000 Penalty: 3610.627441
	Iteration 18Q: 3 clusters Score -3878619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -3878635.000000 Penalty: 3610.627441
	Iteration 19Q: 3 clusters Score -3878635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -3878650.750000 Penalty: 3610.627441
	Iteration 20F: 3 clusters Score -3878651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -3878659.750000 Penalty: 3610.627441
	Iteration 21Q: 3 clusters Score -3878660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -3878668.500000 Penalty: 3610.627441
	Iteration 22Q: 3 clusters Score -3878668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -3878675.750000 Penalty: 3610.627441
	Iteration 23Q: 3 clusters Score -3878676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -3878678.500000 Penalty: 3610.627441
	Iteration 24Q: 3 clusters Score -3878678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -3878685.750000 Penalty: 3610.627441
	Iteration 25Q: 3 clusters Score -3878686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -3878690.500000 Penalty: 3610.627441
	Iteration 26Q: 3 clusters Score -3878690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -3878701.250000 Penalty: 3610.627441
	Iteration 27Q: 3 clusters Score -3878701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -3878708.500000 Penalty: 3610.627441
	Iteration 28Q: 3 clusters Score -3878708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -3878711.500000 Penalty: 3610.627441
	Iteration 29Q: 3 clusters Score -3878712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -3878728.500000 Penalty: 3610.627441
	Iteration 30Q: 3 clusters Score -3878728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -3878737.250000 Penalty: 3610.627441
	Iteration 31Q: 3 clusters Score -3878737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -3878743.250000 Penalty: 3610.627441
	Iteration 32Q: 3 clusters Score -3878743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -3878748.750000 Penalty: 3610.627441
	Iteration 33Q: 3 clusters Score -3878749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -3878754.250000 Penalty: 3610.627441
	Iteration 34Q: 3 clusters Score -3878754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -3878759.000000 Penalty: 3610.627441
	Iteration 35Q: 3 clusters Score -3878759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -3878761.750000 Penalty: 3610.627441
	Iteration 36Q: 3 clusters Score -3878762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -3878759.250000 Penalty: 3610.627441
	Iteration 37Q: 3 clusters Score -3878759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -3878762.500000 Penalty: 3610.627441
	Iteration 38Q: 3 clusters Score -3878762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -3878762.500000 Penalty: 3610.627441
	Iteration 39F: 3 clusters Score -3878762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Entering Unmasked Estep 
Score: -722960.812500 Penalty: 1542.838501
	Iteration 0F: 2 clusters Score -722960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -713666.500000 Penalty: 3085.677002
	Iteration 0F: 3 clusters Score -713666.5 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -716830.250000 Penalty: 3085.677002
	Iteration 1F: 3 clusters Score -716830.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -717128.125000 Penalty: 3085.677002
	Iteration 2F: 3 clusters Score -717128.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -717383.562500 Penalty: 3085.677002
	Iteration 3Q: 3 clusters Score -717383.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -717642.187500 Penalty: 3085.677002
	Iteration 4Q: 3 clusters Score -717642.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -717944.500000 Penalty: 3085.677002
	Iteration 5Q: 3 clusters Score -717944.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -718335.937500 Penalty: 3085.677002
	Iteration 6Q: 3 clusters Score -718335.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -718826.312500 Penalty: 3085.677002
	Iteration 7F: 3 clusters Score -718826.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -719371.625000 Penalty: 3085.677002
	Iteration 8F: 3 clusters Score -719371.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -719940.000000 Penalty: 3085.677002
	Iteration 9F: 3 clusters Score -719940 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -720518.875000 Penalty: 3085.677002
	Iteration 10F: 3 clusters Score -720518.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -720940.062500 Penalty: 3085.677002
	Iteration 11Q: 3 clusters Score -720940.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -721206.625000 Penalty: 3085.677002
	Iteration 12Q: 3 clusters Score -721206.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -721351.937500 Penalty: 3085.677002
	Iteration 13Q: 3 clusters Score -721351.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -721430.312500 Penalty: 3085.677002
	Iteration 14Q: 3 clusters Score -721430.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -721496.437500 Penalty: 3085.677002
	Iteration 15Q: 3 clusters Score -721496.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -721545.000000 Penalty: 3085.677002
	Iteration 16Q: 3 clusters Score -721545 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -721601.437500 Penalty: 3085.677002
	Iteration 17Q: 3 clusters Score -721601.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -721650.000000 Penalty: 3085.677002
	Iteration 18Q: 3 clusters Score -721650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -721687.562500 Penalty: 3085.677002
	Iteration 19Q: 3 clusters Score -721687.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -721723.687500 Penalty: 3085.677002
	Iteration 20F: 3 clusters Score -721723.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -721746.125000 Penalty: 3085.677002
	Iteration 21Q: 3 clusters Score -721746.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -721764.250000 Penalty: 3085.677002
	Iteration 22Q: 3 clusters Score -721764.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -721782.625000 Penalty: 3085.677002
	Iteration 23Q: 3 clusters Score -721782.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -721795.062500 Penalty: 3085.677002
	Iteration 24Q: 3 clusters Score -721795.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -721807.187500 Penalty: 3085.677002
	Iteration 25Q: 3 clusters Score -721807.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -721817.750000 Penalty: 3085.677002
	Iteration 26Q: 3 clusters Score -721817.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -721827.625000 Penalty: 3085.677002
	Iteration 27Q: 3 clusters Score -721827.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -721838.312500 Penalty: 3085.677002
	Iteration 28Q: 3 clusters Score -721838.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -721844.187500 Penalty: 3085.677002
	Iteration 29Q: 3 clusters Score -721844.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -721854.187500 Penalty: 3085.677002
	Iteration 30Q: 3 clusters Score -721854.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -721863.125000 Penalty: 3085.677002
	Iteration 31Q: 3 clusters Score -721863.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -721869.375000 Penalty: 3085.677002
	Iteration 32Q: 3 clusters Score -721869.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -721877.000000 Penalty: 3085.677002
	Iteration 33Q: 3 clusters Score -721877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -721877.312500 Penalty: 3085.677002
	Iteration 34Q: 3 clusters Score -721877.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -721882.875000 Penalty: 3085.677002
	Iteration 35Q: 3 clusters Score -721882.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -721888.500000 Penalty: 3085.677002
	Iteration 36Q: 3 clusters Score -721888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -721893.750000 Penalty: 3085.677002
	Iteration 37Q: 3 clusters Score -721893.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -721899.750000 Penalty: 3085.677002
	Iteration 38Q: 3 clusters Score -721899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -721903.062500 Penalty: 3085.677002
	Iteration 39Q: 3 clusters Score -721903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -721909.375000 Penalty: 3085.677002
	Iteration 40F: 3 clusters Score -721909.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -721915.562500 Penalty: 3085.677002
	Iteration 41Q: 3 clusters Score -721915.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -721920.187500 Penalty: 3085.677002
	Iteration 42Q: 3 clusters Score -721920.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -721927.937500 Penalty: 3085.677002
	Iteration 43Q: 3 clusters Score -721927.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -721932.437500 Penalty: 3085.677002
	Iteration 44Q: 3 clusters Score -721932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -721934.500000 Penalty: 3085.677002
	Iteration 45Q: 3 clusters Score -721934.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -721937.375000 Penalty: 3085.677002
	Iteration 46Q: 3 clusters Score -721937.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -721942.250000 Penalty: 3085.677002
	Iteration 47Q: 3 clusters Score -721942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -721945.375000 Penalty: 3085.677002
	Iteration 48Q: 3 clusters Score -721945.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -721948.375000 Penalty: 3085.677002
	Iteration 49Q: 3 clusters Score -721948.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -721949.812500 Penalty: 3085.677002
	Iteration 50Q: 3 clusters Score -721949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -721955.437500 Penalty: 3085.677002
	Iteration 51Q: 3 clusters Score -721955.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -721960.187500 Penalty: 3085.677002
	Iteration 52Q: 3 clusters Score -721960.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -721966.625000 Penalty: 3085.677002
	Iteration 53Q: 3 clusters Score -721966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -721972.937500 Penalty: 3085.677002
	Iteration 54Q: 3 clusters Score -721972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -721976.062500 Penalty: 3085.677002
	Iteration 55Q: 3 clusters Score -721976.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -721980.000000 Penalty: 3085.677002
	Iteration 56Q: 3 clusters Score -721980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -721985.312500 Penalty: 3085.677002
	Iteration 57Q: 3 clusters Score -721985.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -721990.437500 Penalty: 3085.677002
	Iteration 58Q: 3 clusters Score -721990.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -721992.000000 Penalty: 3085.677002
	Iteration 59Q: 3 clusters Score -721992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -721994.375000 Penalty: 3085.677002
	Iteration 60F: 3 clusters Score -721994.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -721996.687500 Penalty: 3085.677002
	Iteration 61Q: 3 clusters Score -721996.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -722000.062500 Penalty: 3085.677002
	Iteration 62Q: 3 clusters Score -722000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -721999.000000 Penalty: 3085.677002
	Iteration 63Q: 3 clusters Score -721999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -722002.062500 Penalty: 3085.677002
	Iteration 64Q: 3 clusters Score -722002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -722004.000000 Penalty: 3085.677002
	Iteration 65Q: 3 clusters Score -722004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -722007.500000 Penalty: 3085.677002
	Iteration 66Q: 3 clusters Score -722007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -722008.625000 Penalty: 3085.677002
	Iteration 67Q: 3 clusters Score -722008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -722009.687500 Penalty: 3085.677002
	Iteration 68Q: 3 clusters Score -722009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -722010.000000 Penalty: 3085.677002
	Iteration 69Q: 3 clusters Score -722010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -722010.062500 Penalty: 3085.677002
	Iteration 70Q: 3 clusters Score -722010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -722012.187500 Penalty: 3085.677002
	Iteration 71Q: 3 clusters Score -722012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -722012.812500 Penalty: 3085.677002
	Iteration 72Q: 3 clusters Score -722012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -722014.250000 Penalty: 3085.677002
	Iteration 73Q: 3 clusters Score -722014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -722014.437500 Penalty: 3085.677002
	Iteration 74Q: 3 clusters Score -722014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -722014.625000 Penalty: 3085.677002
	Iteration 75Q: 3 clusters Score -722014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -722014.437500 Penalty: 3085.677002
	Iteration 76Q: 3 clusters Score -722014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -722014.437500 Penalty: 3085.677002
	Iteration 77F: 3 clusters Score -722014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -144952.187500 Penalty: 1301.845215
	Iteration 0F: 2 clusters Score -144952.2 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 1524 members 
Entering Unmasked Estep 
Score: -142264.593750 Penalty: 2603.690430
	Iteration 0F: 3 clusters Score -142264.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -143063.625000 Penalty: 2603.690430
	Iteration 1F: 3 clusters Score -143063.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -143251.453125 Penalty: 2603.690430
	Iteration 2F: 3 clusters Score -143251.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -143378.203125 Penalty: 2603.690430
	Iteration 3F: 3 clusters Score -143378.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -143480.187500 Penalty: 2603.690430
	Iteration 4Q: 3 clusters Score -143480.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -143564.578125 Penalty: 2603.690430
	Iteration 5Q: 3 clusters Score -143564.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -143640.218750 Penalty: 2603.690430
	Iteration 6Q: 3 clusters Score -143640.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -143713.625000 Penalty: 2603.690430
	Iteration 7Q: 3 clusters Score -143713.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -143767.343750 Penalty: 2603.690430
	Iteration 8Q: 3 clusters Score -143767.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -143821.703125 Penalty: 2603.690430
	Iteration 9Q: 3 clusters Score -143821.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -143871.937500 Penalty: 2603.690430
	Iteration 10Q: 3 clusters Score -143871.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -143928.812500 Penalty: 2603.690430
	Iteration 11Q: 3 clusters Score -143928.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -143988.656250 Penalty: 2603.690430
	Iteration 12Q: 3 clusters Score -143988.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -144047.828125 Penalty: 2603.690430
	Iteration 13Q: 3 clusters Score -144047.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -144102.234375 Penalty: 2603.690430
	Iteration 14Q: 3 clusters Score -144102.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144148.765625 Penalty: 2603.690430
	Iteration 15Q: 3 clusters Score -144148.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -144186.250000 Penalty: 2603.690430
	Iteration 16Q: 3 clusters Score -144186.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -144217.218750 Penalty: 2603.690430
	Iteration 17Q: 3 clusters Score -144217.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -144247.187500 Penalty: 2603.690430
	Iteration 18Q: 3 clusters Score -144247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -144262.609375 Penalty: 2603.690430
	Iteration 19Q: 3 clusters Score -144262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144277.687500 Penalty: 2603.690430
	Iteration 20F: 3 clusters Score -144277.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -144292.968750 Penalty: 2603.690430
	Iteration 21Q: 3 clusters Score -144293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -144305.109375 Penalty: 2603.690430
	Iteration 22Q: 3 clusters Score -144305.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144314.031250 Penalty: 2603.690430
	Iteration 23Q: 3 clusters Score -144314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -144317.625000 Penalty: 2603.690430
	Iteration 24Q: 3 clusters Score -144317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -144320.187500 Penalty: 2603.690430
	Iteration 25Q: 3 clusters Score -144320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -144321.718750 Penalty: 2603.690430
	Iteration 26Q: 3 clusters Score -144321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -144323.937500 Penalty: 2603.690430
	Iteration 27Q: 3 clusters Score -144323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -144327.859375 Penalty: 2603.690430
	Iteration 28Q: 3 clusters Score -144327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -144331.437500 Penalty: 2603.690430
	Iteration 29Q: 3 clusters Score -144331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -144336.453125 Penalty: 2603.690430
	Iteration 30Q: 3 clusters Score -144336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -144340.859375 Penalty: 2603.690430
	Iteration 31Q: 3 clusters Score -144340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -144351.968750 Penalty: 2603.690430
	Iteration 32Q: 3 clusters Score -144352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -144366.734375 Penalty: 2603.690430
	Iteration 33Q: 3 clusters Score -144366.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -144399.750000 Penalty: 2603.690430
	Iteration 34Q: 3 clusters Score -144399.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -144443.203125 Penalty: 2603.690430
	Iteration 35Q: 3 clusters Score -144443.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144488.937500 Penalty: 2603.690430
	Iteration 36Q: 3 clusters Score -144488.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -144518.046875 Penalty: 2603.690430
	Iteration 37Q: 3 clusters Score -144518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -144534.843750 Penalty: 2603.690430
	Iteration 38Q: 3 clusters Score -144534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -144542.671875 Penalty: 2603.690430
	Iteration 39Q: 3 clusters Score -144542.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -144552.156250 Penalty: 2603.690430
	Iteration 40F: 3 clusters Score -144552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -144560.343750 Penalty: 2603.690430
	Iteration 41Q: 3 clusters Score -144560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -144567.859375 Penalty: 2603.690430
	Iteration 42Q: 3 clusters Score -144567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -144572.312500 Penalty: 2603.690430
	Iteration 43Q: 3 clusters Score -144572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144574.625000 Penalty: 2603.690430
	Iteration 44Q: 3 clusters Score -144574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -144577.250000 Penalty: 2603.690430
	Iteration 45Q: 3 clusters Score -144577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -144581.015625 Penalty: 2603.690430
	Iteration 46Q: 3 clusters Score -144581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -144584.671875 Penalty: 2603.690430
	Iteration 47Q: 3 clusters Score -144584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -144588.343750 Penalty: 2603.690430
	Iteration 48Q: 3 clusters Score -144588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -144591.578125 Penalty: 2603.690430
	Iteration 49Q: 3 clusters Score -144591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -144593.828125 Penalty: 2603.690430
	Iteration 50Q: 3 clusters Score -144593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -144595.953125 Penalty: 2603.690430
	Iteration 51Q: 3 clusters Score -144596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -144597.343750 Penalty: 2603.690430
	Iteration 52Q: 3 clusters Score -144597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -144597.343750 Penalty: 2603.690430
	Iteration 53F: 3 clusters Score -144597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -568415.687500 Penalty: 1491.981689
	Iteration 0F: 2 clusters Score -568415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -561459.625000 Penalty: 2983.963379
	Iteration 0F: 3 clusters Score -561459.6 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -563668.562500 Penalty: 2983.963379
	Iteration 1F: 3 clusters Score -563668.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -563992.562500 Penalty: 2983.963379
	Iteration 2F: 3 clusters Score -563992.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -564357.250000 Penalty: 2983.963379
	Iteration 3F: 3 clusters Score -564357.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -564755.750000 Penalty: 2983.963379
	Iteration 4F: 3 clusters Score -564755.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -565158.437500 Penalty: 2983.963379
	Iteration 5F: 3 clusters Score -565158.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -565571.125000 Penalty: 2983.963379
	Iteration 6F: 3 clusters Score -565571.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -565939.625000 Penalty: 2983.963379
	Iteration 7F: 3 clusters Score -565939.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -566224.875000 Penalty: 2983.963379
	Iteration 8Q: 3 clusters Score -566224.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -566480.062500 Penalty: 2983.963379
	Iteration 9Q: 3 clusters Score -566480.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -566723.562500 Penalty: 2983.963379
	Iteration 10Q: 3 clusters Score -566723.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -566913.062500 Penalty: 2983.963379
	Iteration 11Q: 3 clusters Score -566913.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -567055.625000 Penalty: 2983.963379
	Iteration 12Q: 3 clusters Score -567055.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -567161.562500 Penalty: 2983.963379
	Iteration 13Q: 3 clusters Score -567161.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -567244.062500 Penalty: 2983.963379
	Iteration 14Q: 3 clusters Score -567244.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -567284.750000 Penalty: 2983.963379
	Iteration 15Q: 3 clusters Score -567284.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -567312.312500 Penalty: 2983.963379
	Iteration 16Q: 3 clusters Score -567312.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -567330.937500 Penalty: 2983.963379
	Iteration 17Q: 3 clusters Score -567330.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -567344.125000 Penalty: 2983.963379
	Iteration 18Q: 3 clusters Score -567344.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -567354.000000 Penalty: 2983.963379
	Iteration 19Q: 3 clusters Score -567354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -567358.062500 Penalty: 2983.963379
	Iteration 20F: 3 clusters Score -567358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -567367.125000 Penalty: 2983.963379
	Iteration 21Q: 3 clusters Score -567367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -567369.937500 Penalty: 2983.963379
	Iteration 22Q: 3 clusters Score -567369.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -567376.750000 Penalty: 2983.963379
	Iteration 23Q: 3 clusters Score -567376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -567382.187500 Penalty: 2983.963379
	Iteration 24Q: 3 clusters Score -567382.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -567387.250000 Penalty: 2983.963379
	Iteration 25Q: 3 clusters Score -567387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -567389.250000 Penalty: 2983.963379
	Iteration 26Q: 3 clusters Score -567389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -567391.125000 Penalty: 2983.963379
	Iteration 27Q: 3 clusters Score -567391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -567393.312500 Penalty: 2983.963379
	Iteration 28Q: 3 clusters Score -567393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -567392.625000 Penalty: 2983.963379
	Iteration 29Q: 3 clusters Score -567392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -567394.125000 Penalty: 2983.963379
	Iteration 30Q: 3 clusters Score -567394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -567394.125000 Penalty: 2983.963379
	Iteration 31F: 3 clusters Score -567394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -99028.906250 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -99028.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -96950.671875 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -96950.67 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -97478.320312 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -97478.32 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97635.835938 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -97635.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97729.921875 Penalty: 2470.942627
	Iteration 3F: 3 clusters Score -97729.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -97809.429688 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -97809.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97867.031250 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -97867.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -97909.828125 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -97909.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97953.835938 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -97953.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -97994.726562 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -97994.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -98022.609375 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -98022.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -98035.617188 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -98035.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -98049.546875 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -98049.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -98067.804688 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -98067.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -98084.046875 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -98084.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98101.390625 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -98101.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -98119.984375 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -98119.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98135.539062 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -98135.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -98151.218750 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -98151.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -98166.140625 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -98166.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -98179.000000 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -98179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -98188.367188 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -98188.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -98198.109375 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -98198.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -98209.929688 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -98209.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98218.750000 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -98218.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -98223.867188 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -98223.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98226.437500 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -98226.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98227.687500 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -98227.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98229.398438 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -98229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98232.367188 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -98232.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98242.367188 Penalty: 2470.942627
	Iteration 29Q: 3 clusters Score -98242.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98250.945312 Penalty: 2470.942627
	Iteration 30Q: 3 clusters Score -98250.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -98258.679688 Penalty: 2470.942627
	Iteration 31Q: 3 clusters Score -98258.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98263.148438 Penalty: 2470.942627
	Iteration 32Q: 3 clusters Score -98263.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98265.750000 Penalty: 2470.942627
	Iteration 33Q: 3 clusters Score -98265.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -98267.078125 Penalty: 2470.942627
	Iteration 34Q: 3 clusters Score -98267.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98267.898438 Penalty: 2470.942627
	Iteration 35Q: 3 clusters Score -98267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98270.515625 Penalty: 2470.942627
	Iteration 36Q: 3 clusters Score -98270.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98272.828125 Penalty: 2470.942627
	Iteration 37Q: 3 clusters Score -98272.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98274.164062 Penalty: 2470.942627
	Iteration 38Q: 3 clusters Score -98274.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98274.359375 Penalty: 2470.942627
	Iteration 39Q: 3 clusters Score -98274.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98274.359375 Penalty: 2470.942627
	Iteration 40F: 3 clusters Score -98274.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -540800.000000 Penalty: 1481.711548
	Iteration 0F: 2 clusters Score -540800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -534174.062500 Penalty: 2963.423096
	Iteration 0F: 3 clusters Score -534174.1 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -536366.562500 Penalty: 2963.423096
	Iteration 1F: 3 clusters Score -536366.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -536775.312500 Penalty: 2963.423096
	Iteration 2F: 3 clusters Score -536775.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -537310.625000 Penalty: 2963.423096
	Iteration 3F: 3 clusters Score -537310.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -537918.125000 Penalty: 2963.423096
	Iteration 4F: 3 clusters Score -537918.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -538486.437500 Penalty: 2963.423096
	Iteration 5F: 3 clusters Score -538486.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -538956.937500 Penalty: 2963.423096
	Iteration 6F: 3 clusters Score -538956.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -539347.687500 Penalty: 2963.423096
	Iteration 7F: 3 clusters Score -539347.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -539662.437500 Penalty: 2963.423096
	Iteration 8Q: 3 clusters Score -539662.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -539906.375000 Penalty: 2963.423096
	Iteration 9Q: 3 clusters Score -539906.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -540133.312500 Penalty: 2963.423096
	Iteration 10Q: 3 clusters Score -540133.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -540313.437500 Penalty: 2963.423096
	Iteration 11Q: 3 clusters Score -540313.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -540464.062500 Penalty: 2963.423096
	Iteration 12Q: 3 clusters Score -540464.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -540564.187500 Penalty: 2963.423096
	Iteration 13Q: 3 clusters Score -540564.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -540628.750000 Penalty: 2963.423096
	Iteration 14Q: 3 clusters Score -540628.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -540674.625000 Penalty: 2963.423096
	Iteration 15Q: 3 clusters Score -540674.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -540707.625000 Penalty: 2963.423096
	Iteration 16Q: 3 clusters Score -540707.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -540729.562500 Penalty: 2963.423096
	Iteration 17Q: 3 clusters Score -540729.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -540741.750000 Penalty: 2963.423096
	Iteration 18Q: 3 clusters Score -540741.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -540754.687500 Penalty: 2963.423096
	Iteration 19Q: 3 clusters Score -540754.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -540766.375000 Penalty: 2963.423096
	Iteration 20F: 3 clusters Score -540766.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -540781.250000 Penalty: 2963.423096
	Iteration 21Q: 3 clusters Score -540781.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -540786.000000 Penalty: 2963.423096
	Iteration 22Q: 3 clusters Score -540786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -540787.500000 Penalty: 2963.423096
	Iteration 23Q: 3 clusters Score -540787.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -540791.937500 Penalty: 2963.423096
	Iteration 24Q: 3 clusters Score -540791.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -540794.062500 Penalty: 2963.423096
	Iteration 25Q: 3 clusters Score -540794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -540797.687500 Penalty: 2963.423096
	Iteration 26Q: 3 clusters Score -540797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -540799.312500 Penalty: 2963.423096
	Iteration 27Q: 3 clusters Score -540799.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -540803.187500 Penalty: 2963.423096
	Iteration 28Q: 3 clusters Score -540803.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -540804.375000 Penalty: 2963.423096
	Iteration 29Q: 3 clusters Score -540804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -540805.312500 Penalty: 2963.423096
	Iteration 30Q: 3 clusters Score -540805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -540805.000000 Penalty: 2963.423096
	Iteration 31Q: 3 clusters Score -540805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -540806.500000 Penalty: 2963.423096
	Iteration 32Q: 3 clusters Score -540806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -540807.500000 Penalty: 2963.423096
	Iteration 33Q: 3 clusters Score -540807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -540807.125000 Penalty: 2963.423096
	Iteration 34Q: 3 clusters Score -540807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -540808.125000 Penalty: 2963.423096
	Iteration 35Q: 3 clusters Score -540808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -540809.375000 Penalty: 2963.423096
	Iteration 36Q: 3 clusters Score -540809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -540810.187500 Penalty: 2963.423096
	Iteration 37Q: 3 clusters Score -540810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -540810.687500 Penalty: 2963.423096
	Iteration 38Q: 3 clusters Score -540810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -540810.875000 Penalty: 2963.423096
	Iteration 39Q: 3 clusters Score -540810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -540811.062500 Penalty: 2963.423096
	Iteration 40F: 3 clusters Score -540811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -540811.750000 Penalty: 2963.423096
	Iteration 41Q: 3 clusters Score -540811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -540811.750000 Penalty: 2963.423096
	Iteration 42F: 3 clusters Score -540811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 6020 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
Score: -10556626.000000 Penalty: 45456.941406
Splitting cluster 11 changes total score from -10557098.000000 to -10556626.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -98920.234375 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -98920.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -96850.015625 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -96850.02 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -97319.187500 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -97319.19 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97427.718750 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -97427.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -97488.546875 Penalty: 2464.720947
	Iteration 3Q: 3 clusters Score -97488.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -97534.570312 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -97534.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -97566.210938 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -97566.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97595.906250 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -97595.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -97624.742188 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -97624.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -97652.437500 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -97652.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -97678.929688 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -97678.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97696.406250 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -97696.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -97708.882812 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -97708.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -97718.070312 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -97718.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97725.031250 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -97725.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97733.640625 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -97733.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -97742.250000 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -97742.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97748.648438 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -97748.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97754.671875 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -97754.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97760.117188 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -97760.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97768.015625 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -97768.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -97776.460938 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -97776.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -97785.476562 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -97785.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -97792.492188 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -97792.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97799.976562 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -97799.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97812.820312 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -97812.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97820.437500 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -97820.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -97828.054688 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -97828.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -97834.375000 Penalty: 2464.720947
	Iteration 27Q: 3 clusters Score -97834.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97840.351562 Penalty: 2464.720947
	Iteration 28Q: 3 clusters Score -97840.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -97847.132812 Penalty: 2464.720947
	Iteration 29Q: 3 clusters Score -97847.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97849.937500 Penalty: 2464.720947
	Iteration 30Q: 3 clusters Score -97849.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -97853.023438 Penalty: 2464.720947
	Iteration 31Q: 3 clusters Score -97853.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97854.164062 Penalty: 2464.720947
	Iteration 32Q: 3 clusters Score -97854.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97854.164062 Penalty: 2464.720947
	Iteration 33F: 3 clusters Score -97854.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -91667.296875 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -91667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -89889.203125 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -89889.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90218.570312 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -90218.57 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -90332.039062 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -90332.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90400.609375 Penalty: 2377.446045
	Iteration 3F: 3 clusters Score -90400.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -90441.546875 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -90441.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -90468.757812 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -90468.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90485.843750 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -90485.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -90494.898438 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -90494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90501.007812 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -90501.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -90504.156250 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -90504.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -90508.453125 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -90508.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90511.093750 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -90511.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -90511.632812 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -90511.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -90513.296875 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -90513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90515.218750 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -90515.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -90515.539062 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -90515.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -90515.539062 Penalty: 2377.446045
	Iteration 16F: 3 clusters Score -90515.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -130170.515625 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -130170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -127754.890625 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -127754.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128356.250000 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -128356.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -128442.085938 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -128442.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -128491.906250 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -128491.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -128530.554688 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -128530.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -128556.398438 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -128556.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -128577.820312 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -128577.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -128597.296875 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -128597.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -128614.101562 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -128614.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -128630.710938 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -128630.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -128642.296875 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -128642.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -128655.960938 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -128656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -128663.781250 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -128663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128672.695312 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -128672.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -128680.429688 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -128680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -128687.328125 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -128687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128695.781250 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -128695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -128702.492188 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -128702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -128706.312500 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -128706.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -128709.289062 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -128709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -128713.820312 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -128713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -128717.390625 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -128717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -128720.835938 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -128720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -128723.992188 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -128724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -128726.171875 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -128726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -128728.859375 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -128728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128731.312500 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -128731.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -128733.898438 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -128733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128739.234375 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -128739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -128741.593750 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -128741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -128744.179688 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -128744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128747.078125 Penalty: 2539.154297
	Iteration 31Q: 3 clusters Score -128747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -128749.078125 Penalty: 2539.154297
	Iteration 32Q: 3 clusters Score -128749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -128753.492188 Penalty: 2539.154297
	Iteration 33Q: 3 clusters Score -128753.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -128759.625000 Penalty: 2539.154297
	Iteration 34Q: 3 clusters Score -128759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -128763.507812 Penalty: 2539.154297
	Iteration 35Q: 3 clusters Score -128763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -128765.062500 Penalty: 2539.154297
	Iteration 36Q: 3 clusters Score -128765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -128765.851562 Penalty: 2539.154297
	Iteration 37Q: 3 clusters Score -128765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128768.039062 Penalty: 2539.154297
	Iteration 38Q: 3 clusters Score -128768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128770.796875 Penalty: 2539.154297
	Iteration 39Q: 3 clusters Score -128770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128773.625000 Penalty: 2539.154297
	Iteration 40F: 3 clusters Score -128773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128774.835938 Penalty: 2539.154297
	Iteration 41Q: 3 clusters Score -128774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128776.234375 Penalty: 2539.154297
	Iteration 42Q: 3 clusters Score -128776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -128778.671875 Penalty: 2539.154297
	Iteration 43Q: 3 clusters Score -128778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128781.023438 Penalty: 2539.154297
	Iteration 44Q: 3 clusters Score -128781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128783.101562 Penalty: 2539.154297
	Iteration 45Q: 3 clusters Score -128783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128784.906250 Penalty: 2539.154297
	Iteration 46Q: 3 clusters Score -128784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -128785.554688 Penalty: 2539.154297
	Iteration 47Q: 3 clusters Score -128785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -128786.078125 Penalty: 2539.154297
	Iteration 48Q: 3 clusters Score -128786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -128786.937500 Penalty: 2539.154297
	Iteration 49Q: 3 clusters Score -128786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -128787.210938 Penalty: 2539.154297
	Iteration 50Q: 3 clusters Score -128787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128787.757812 Penalty: 2539.154297
	Iteration 51Q: 3 clusters Score -128787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128788.093750 Penalty: 2539.154297
	Iteration 52Q: 3 clusters Score -128788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -128788.476562 Penalty: 2539.154297
	Iteration 53Q: 3 clusters Score -128788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128788.929688 Penalty: 2539.154297
	Iteration 54Q: 3 clusters Score -128788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128789.882812 Penalty: 2539.154297
	Iteration 55Q: 3 clusters Score -128789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128791.664062 Penalty: 2539.154297
	Iteration 56Q: 3 clusters Score -128791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128793.054688 Penalty: 2539.154297
	Iteration 57Q: 3 clusters Score -128793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128794.289062 Penalty: 2539.154297
	Iteration 58Q: 3 clusters Score -128794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128794.992188 Penalty: 2539.154297
	Iteration 59Q: 3 clusters Score -128795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128796.890625 Penalty: 2539.154297
	Iteration 60F: 3 clusters Score -128796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128799.640625 Penalty: 2539.154297
	Iteration 61Q: 3 clusters Score -128799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -128803.468750 Penalty: 2539.154297
	Iteration 62Q: 3 clusters Score -128803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128809.507812 Penalty: 2539.154297
	Iteration 63Q: 3 clusters Score -128809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128815.523438 Penalty: 2539.154297
	Iteration 64Q: 3 clusters Score -128815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128823.726562 Penalty: 2539.154297
	Iteration 65Q: 3 clusters Score -128823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128830.976562 Penalty: 2539.154297
	Iteration 66Q: 3 clusters Score -128831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -128840.625000 Penalty: 2539.154297
	Iteration 67Q: 3 clusters Score -128840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -128848.492188 Penalty: 2539.154297
	Iteration 68Q: 3 clusters Score -128848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128852.265625 Penalty: 2539.154297
	Iteration 69Q: 3 clusters Score -128852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -128856.492188 Penalty: 2539.154297
	Iteration 70Q: 3 clusters Score -128856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128858.351562 Penalty: 2539.154297
	Iteration 71Q: 3 clusters Score -128858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128862.726562 Penalty: 2539.154297
	Iteration 72Q: 3 clusters Score -128862.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -128866.906250 Penalty: 2539.154297
	Iteration 73Q: 3 clusters Score -128866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128871.203125 Penalty: 2539.154297
	Iteration 74Q: 3 clusters Score -128871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128877.406250 Penalty: 2539.154297
	Iteration 75Q: 3 clusters Score -128877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128881.531250 Penalty: 2539.154297
	Iteration 76Q: 3 clusters Score -128881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128885.781250 Penalty: 2539.154297
	Iteration 77Q: 3 clusters Score -128885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128887.765625 Penalty: 2539.154297
	Iteration 78Q: 3 clusters Score -128887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128889.976562 Penalty: 2539.154297
	Iteration 79Q: 3 clusters Score -128890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128893.718750 Penalty: 2539.154297
	Iteration 80F: 3 clusters Score -128893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128897.562500 Penalty: 2539.154297
	Iteration 81Q: 3 clusters Score -128897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128901.562500 Penalty: 2539.154297
	Iteration 82Q: 3 clusters Score -128901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128904.812500 Penalty: 2539.154297
	Iteration 83Q: 3 clusters Score -128904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128908.593750 Penalty: 2539.154297
	Iteration 84Q: 3 clusters Score -128908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128911.210938 Penalty: 2539.154297
	Iteration 85Q: 3 clusters Score -128911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128913.062500 Penalty: 2539.154297
	Iteration 86Q: 3 clusters Score -128913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -128914.679688 Penalty: 2539.154297
	Iteration 87Q: 3 clusters Score -128914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128917.007812 Penalty: 2539.154297
	Iteration 88Q: 3 clusters Score -128917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128920.703125 Penalty: 2539.154297
	Iteration 89Q: 3 clusters Score -128920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128924.906250 Penalty: 2539.154297
	Iteration 90Q: 3 clusters Score -128924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128928.843750 Penalty: 2539.154297
	Iteration 91Q: 3 clusters Score -128928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128932.718750 Penalty: 2539.154297
	Iteration 92Q: 3 clusters Score -128932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128938.585938 Penalty: 2539.154297
	Iteration 93Q: 3 clusters Score -128938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128948.656250 Penalty: 2539.154297
	Iteration 94Q: 3 clusters Score -128948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128957.406250 Penalty: 2539.154297
	Iteration 95Q: 3 clusters Score -128957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128960.382812 Penalty: 2539.154297
	Iteration 96Q: 3 clusters Score -128960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128965.132812 Penalty: 2539.154297
	Iteration 97Q: 3 clusters Score -128965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128969.109375 Penalty: 2539.154297
	Iteration 98Q: 3 clusters Score -128969.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128973.781250 Penalty: 2539.154297
	Iteration 99Q: 3 clusters Score -128973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128975.671875 Penalty: 2539.154297
	Iteration 100F: 3 clusters Score -128975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128976.171875 Penalty: 2539.154297
	Iteration 101Q: 3 clusters Score -128976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128978.093750 Penalty: 2539.154297
	Iteration 102Q: 3 clusters Score -128978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128981.179688 Penalty: 2539.154297
	Iteration 103Q: 3 clusters Score -128981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128982.390625 Penalty: 2539.154297
	Iteration 104Q: 3 clusters Score -128982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128982.390625 Penalty: 2539.154297
	Iteration 105F: 3 clusters Score -128982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -445984.593750 Penalty: 1458.251953
	Iteration 0F: 2 clusters Score -445984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -440166.468750 Penalty: 2916.503906
	Iteration 0F: 3 clusters Score -440166.5 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -442015.687500 Penalty: 2916.503906
	Iteration 1F: 3 clusters Score -442015.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -442372.781250 Penalty: 2916.503906
	Iteration 2F: 3 clusters Score -442372.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -442664.062500 Penalty: 2916.503906
	Iteration 3F: 3 clusters Score -442664.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -442884.968750 Penalty: 2916.503906
	Iteration 4F: 3 clusters Score -442885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -443027.375000 Penalty: 2916.503906
	Iteration 5Q: 3 clusters Score -443027.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -443135.718750 Penalty: 2916.503906
	Iteration 6Q: 3 clusters Score -443135.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -443234.562500 Penalty: 2916.503906
	Iteration 7Q: 3 clusters Score -443234.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -443355.218750 Penalty: 2916.503906
	Iteration 8Q: 3 clusters Score -443355.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -443469.187500 Penalty: 2916.503906
	Iteration 9Q: 3 clusters Score -443469.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -443563.250000 Penalty: 2916.503906
	Iteration 10Q: 3 clusters Score -443563.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -443655.375000 Penalty: 2916.503906
	Iteration 11Q: 3 clusters Score -443655.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -443735.781250 Penalty: 2916.503906
	Iteration 12Q: 3 clusters Score -443735.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -443801.718750 Penalty: 2916.503906
	Iteration 13Q: 3 clusters Score -443801.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -443862.875000 Penalty: 2916.503906
	Iteration 14Q: 3 clusters Score -443862.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -443919.375000 Penalty: 2916.503906
	Iteration 15Q: 3 clusters Score -443919.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -443977.406250 Penalty: 2916.503906
	Iteration 16Q: 3 clusters Score -443977.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -444036.781250 Penalty: 2916.503906
	Iteration 17Q: 3 clusters Score -444036.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -444099.281250 Penalty: 2916.503906
	Iteration 18Q: 3 clusters Score -444099.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -444149.781250 Penalty: 2916.503906
	Iteration 19Q: 3 clusters Score -444149.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -444195.312500 Penalty: 2916.503906
	Iteration 20F: 3 clusters Score -444195.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -444240.000000 Penalty: 2916.503906
	Iteration 21Q: 3 clusters Score -444240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -444285.812500 Penalty: 2916.503906
	Iteration 22Q: 3 clusters Score -444285.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -444326.375000 Penalty: 2916.503906
	Iteration 23Q: 3 clusters Score -444326.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -444380.250000 Penalty: 2916.503906
	Iteration 24Q: 3 clusters Score -444380.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -444452.156250 Penalty: 2916.503906
	Iteration 25Q: 3 clusters Score -444452.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -444520.375000 Penalty: 2916.503906
	Iteration 26Q: 3 clusters Score -444520.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -444585.843750 Penalty: 2916.503906
	Iteration 27Q: 3 clusters Score -444585.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -444641.656250 Penalty: 2916.503906
	Iteration 28Q: 3 clusters Score -444641.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -444708.812500 Penalty: 2916.503906
	Iteration 29Q: 3 clusters Score -444708.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -444774.906250 Penalty: 2916.503906
	Iteration 30Q: 3 clusters Score -444774.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -444826.687500 Penalty: 2916.503906
	Iteration 31Q: 3 clusters Score -444826.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -444860.156250 Penalty: 2916.503906
	Iteration 32Q: 3 clusters Score -444860.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -444886.812500 Penalty: 2916.503906
	Iteration 33Q: 3 clusters Score -444886.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -444905.718750 Penalty: 2916.503906
	Iteration 34Q: 3 clusters Score -444905.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -444927.687500 Penalty: 2916.503906
	Iteration 35Q: 3 clusters Score -444927.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -444942.843750 Penalty: 2916.503906
	Iteration 36Q: 3 clusters Score -444942.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -444955.656250 Penalty: 2916.503906
	Iteration 37Q: 3 clusters Score -444955.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -444965.218750 Penalty: 2916.503906
	Iteration 38Q: 3 clusters Score -444965.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -444973.125000 Penalty: 2916.503906
	Iteration 39Q: 3 clusters Score -444973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -444980.500000 Penalty: 2916.503906
	Iteration 40F: 3 clusters Score -444980.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -444991.218750 Penalty: 2916.503906
	Iteration 41Q: 3 clusters Score -444991.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -445013.718750 Penalty: 2916.503906
	Iteration 42Q: 3 clusters Score -445013.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -445028.937500 Penalty: 2916.503906
	Iteration 43Q: 3 clusters Score -445028.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -445040.906250 Penalty: 2916.503906
	Iteration 44Q: 3 clusters Score -445040.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -445054.125000 Penalty: 2916.503906
	Iteration 45Q: 3 clusters Score -445054.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -445063.843750 Penalty: 2916.503906
	Iteration 46Q: 3 clusters Score -445063.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -445075.093750 Penalty: 2916.503906
	Iteration 47Q: 3 clusters Score -445075.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -445083.062500 Penalty: 2916.503906
	Iteration 48Q: 3 clusters Score -445083.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -445091.187500 Penalty: 2916.503906
	Iteration 49Q: 3 clusters Score -445091.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -445099.562500 Penalty: 2916.503906
	Iteration 50Q: 3 clusters Score -445099.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -445107.968750 Penalty: 2916.503906
	Iteration 51Q: 3 clusters Score -445108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -445112.531250 Penalty: 2916.503906
	Iteration 52Q: 3 clusters Score -445112.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -445118.093750 Penalty: 2916.503906
	Iteration 53Q: 3 clusters Score -445118.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -445124.062500 Penalty: 2916.503906
	Iteration 54Q: 3 clusters Score -445124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -445126.250000 Penalty: 2916.503906
	Iteration 55Q: 3 clusters Score -445126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -445128.343750 Penalty: 2916.503906
	Iteration 56Q: 3 clusters Score -445128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -445129.718750 Penalty: 2916.503906
	Iteration 57Q: 3 clusters Score -445129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -445131.000000 Penalty: 2916.503906
	Iteration 58Q: 3 clusters Score -445131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -445132.687500 Penalty: 2916.503906
	Iteration 59Q: 3 clusters Score -445132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -445137.031250 Penalty: 2916.503906
	Iteration 60F: 3 clusters Score -445137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -445140.562500 Penalty: 2916.503906
	Iteration 61Q: 3 clusters Score -445140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -445143.843750 Penalty: 2916.503906
	Iteration 62Q: 3 clusters Score -445143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -445148.468750 Penalty: 2916.503906
	Iteration 63Q: 3 clusters Score -445148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -445149.437500 Penalty: 2916.503906
	Iteration 64Q: 3 clusters Score -445149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -445150.312500 Penalty: 2916.503906
	Iteration 65Q: 3 clusters Score -445150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -445151.250000 Penalty: 2916.503906
	Iteration 66Q: 3 clusters Score -445151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -445151.656250 Penalty: 2916.503906
	Iteration 67Q: 3 clusters Score -445151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -445153.812500 Penalty: 2916.503906
	Iteration 68Q: 3 clusters Score -445153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -445154.500000 Penalty: 2916.503906
	Iteration 69Q: 3 clusters Score -445154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -445156.000000 Penalty: 2916.503906
	Iteration 70Q: 3 clusters Score -445156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -445156.281250 Penalty: 2916.503906
	Iteration 71Q: 3 clusters Score -445156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -445157.250000 Penalty: 2916.503906
	Iteration 72Q: 3 clusters Score -445157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -445158.375000 Penalty: 2916.503906
	Iteration 73Q: 3 clusters Score -445158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -445160.593750 Penalty: 2916.503906
	Iteration 74Q: 3 clusters Score -445160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -445161.750000 Penalty: 2916.503906
	Iteration 75Q: 3 clusters Score -445161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -445162.625000 Penalty: 2916.503906
	Iteration 76Q: 3 clusters Score -445162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -445162.937500 Penalty: 2916.503906
	Iteration 77Q: 3 clusters Score -445162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -445163.250000 Penalty: 2916.503906
	Iteration 78Q: 3 clusters Score -445163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -445163.750000 Penalty: 2916.503906
	Iteration 79Q: 3 clusters Score -445163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -445164.250000 Penalty: 2916.503906
	Iteration 80F: 3 clusters Score -445164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -445164.843750 Penalty: 2916.503906
	Iteration 81Q: 3 clusters Score -445164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -445166.093750 Penalty: 2916.503906
	Iteration 82Q: 3 clusters Score -445166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -445166.843750 Penalty: 2916.503906
	Iteration 83Q: 3 clusters Score -445166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -445167.656250 Penalty: 2916.503906
	Iteration 84Q: 3 clusters Score -445167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -445168.812500 Penalty: 2916.503906
	Iteration 85Q: 3 clusters Score -445168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -445170.312500 Penalty: 2916.503906
	Iteration 86Q: 3 clusters Score -445170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -445171.125000 Penalty: 2916.503906
	Iteration 87Q: 3 clusters Score -445171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -445173.000000 Penalty: 2916.503906
	Iteration 88Q: 3 clusters Score -445173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -445174.218750 Penalty: 2916.503906
	Iteration 89Q: 3 clusters Score -445174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -445176.343750 Penalty: 2916.503906
	Iteration 90Q: 3 clusters Score -445176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -445178.093750 Penalty: 2916.503906
	Iteration 91Q: 3 clusters Score -445178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -445180.218750 Penalty: 2916.503906
	Iteration 92Q: 3 clusters Score -445180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -445182.531250 Penalty: 2916.503906
	Iteration 93Q: 3 clusters Score -445182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -445183.187500 Penalty: 2916.503906
	Iteration 94Q: 3 clusters Score -445183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -445183.156250 Penalty: 2916.503906
	Iteration 95Q: 3 clusters Score -445183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -445183.906250 Penalty: 2916.503906
	Iteration 96Q: 3 clusters Score -445183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -445185.187500 Penalty: 2916.503906
	Iteration 97Q: 3 clusters Score -445185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -445186.156250 Penalty: 2916.503906
	Iteration 98Q: 3 clusters Score -445186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -445185.812500 Penalty: 2916.503906
	Iteration 99Q: 3 clusters Score -445185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -445186.562500 Penalty: 2916.503906
	Iteration 100F: 3 clusters Score -445186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -381728.312500 Penalty: 1430.067383
	Iteration 0F: 2 clusters Score -381728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -376735.531250 Penalty: 2860.134766
	Iteration 0F: 3 clusters Score -376735.5 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -378153.656250 Penalty: 2860.134766
	Iteration 1F: 3 clusters Score -378153.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -378356.218750 Penalty: 2860.134766
	Iteration 2F: 3 clusters Score -378356.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -378518.750000 Penalty: 2860.134766
	Iteration 3F: 3 clusters Score -378518.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -378688.312500 Penalty: 2860.134766
	Iteration 4Q: 3 clusters Score -378688.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -378858.406250 Penalty: 2860.134766
	Iteration 5Q: 3 clusters Score -378858.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -379039.062500 Penalty: 2860.134766
	Iteration 6Q: 3 clusters Score -379039.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -379225.906250 Penalty: 2860.134766
	Iteration 7Q: 3 clusters Score -379225.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -379406.281250 Penalty: 2860.134766
	Iteration 8Q: 3 clusters Score -379406.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -379592.187500 Penalty: 2860.134766
	Iteration 9Q: 3 clusters Score -379592.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -379776.156250 Penalty: 2860.134766
	Iteration 10Q: 3 clusters Score -379776.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -379954.156250 Penalty: 2860.134766
	Iteration 11Q: 3 clusters Score -379954.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -380131.125000 Penalty: 2860.134766
	Iteration 12Q: 3 clusters Score -380131.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -380258.750000 Penalty: 2860.134766
	Iteration 13Q: 3 clusters Score -380258.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -380341.093750 Penalty: 2860.134766
	Iteration 14Q: 3 clusters Score -380341.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -380405.437500 Penalty: 2860.134766
	Iteration 15Q: 3 clusters Score -380405.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -380457.625000 Penalty: 2860.134766
	Iteration 16Q: 3 clusters Score -380457.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -380498.718750 Penalty: 2860.134766
	Iteration 17Q: 3 clusters Score -380498.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -380517.562500 Penalty: 2860.134766
	Iteration 18Q: 3 clusters Score -380517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -380538.000000 Penalty: 2860.134766
	Iteration 19Q: 3 clusters Score -380538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -380548.281250 Penalty: 2860.134766
	Iteration 20F: 3 clusters Score -380548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -380556.531250 Penalty: 2860.134766
	Iteration 21Q: 3 clusters Score -380556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -380568.937500 Penalty: 2860.134766
	Iteration 22Q: 3 clusters Score -380568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -380574.750000 Penalty: 2860.134766
	Iteration 23Q: 3 clusters Score -380574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -380578.031250 Penalty: 2860.134766
	Iteration 24Q: 3 clusters Score -380578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -380579.937500 Penalty: 2860.134766
	Iteration 25Q: 3 clusters Score -380579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -380581.562500 Penalty: 2860.134766
	Iteration 26Q: 3 clusters Score -380581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -380582.625000 Penalty: 2860.134766
	Iteration 27Q: 3 clusters Score -380582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -380586.375000 Penalty: 2860.134766
	Iteration 28Q: 3 clusters Score -380586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -380587.437500 Penalty: 2860.134766
	Iteration 29Q: 3 clusters Score -380587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -380589.312500 Penalty: 2860.134766
	Iteration 30Q: 3 clusters Score -380589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -380593.500000 Penalty: 2860.134766
	Iteration 31Q: 3 clusters Score -380593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -380595.968750 Penalty: 2860.134766
	Iteration 32Q: 3 clusters Score -380596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -380596.375000 Penalty: 2860.134766
	Iteration 33Q: 3 clusters Score -380596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -380596.781250 Penalty: 2860.134766
	Iteration 34Q: 3 clusters Score -380596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -380596.781250 Penalty: 2860.134766
	Iteration 35F: 3 clusters Score -380596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -164830.171875 Penalty: 1281.243652
	Iteration 0F: 2 clusters Score -164830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -162320.828125 Penalty: 2562.487305
	Iteration 0F: 3 clusters Score -162320.8 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -162896.390625 Penalty: 2562.487305
	Iteration 1F: 3 clusters Score -162896.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -163041.453125 Penalty: 2562.487305
	Iteration 2F: 3 clusters Score -163041.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163140.375000 Penalty: 2562.487305
	Iteration 3F: 3 clusters Score -163140.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163211.750000 Penalty: 2562.487305
	Iteration 4Q: 3 clusters Score -163211.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -163274.187500 Penalty: 2562.487305
	Iteration 5Q: 3 clusters Score -163274.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163315.015625 Penalty: 2562.487305
	Iteration 6Q: 3 clusters Score -163315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163346.531250 Penalty: 2562.487305
	Iteration 7Q: 3 clusters Score -163346.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163369.703125 Penalty: 2562.487305
	Iteration 8Q: 3 clusters Score -163369.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -163392.765625 Penalty: 2562.487305
	Iteration 9Q: 3 clusters Score -163392.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163412.703125 Penalty: 2562.487305
	Iteration 10Q: 3 clusters Score -163412.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163429.093750 Penalty: 2562.487305
	Iteration 11Q: 3 clusters Score -163429.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163445.484375 Penalty: 2562.487305
	Iteration 12Q: 3 clusters Score -163445.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -163458.546875 Penalty: 2562.487305
	Iteration 13Q: 3 clusters Score -163458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163469.640625 Penalty: 2562.487305
	Iteration 14Q: 3 clusters Score -163469.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163486.890625 Penalty: 2562.487305
	Iteration 15Q: 3 clusters Score -163486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163504.671875 Penalty: 2562.487305
	Iteration 16Q: 3 clusters Score -163504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163521.000000 Penalty: 2562.487305
	Iteration 17Q: 3 clusters Score -163521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163537.250000 Penalty: 2562.487305
	Iteration 18Q: 3 clusters Score -163537.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163550.375000 Penalty: 2562.487305
	Iteration 19Q: 3 clusters Score -163550.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -163564.093750 Penalty: 2562.487305
	Iteration 20F: 3 clusters Score -163564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -163581.218750 Penalty: 2562.487305
	Iteration 21Q: 3 clusters Score -163581.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163592.828125 Penalty: 2562.487305
	Iteration 22Q: 3 clusters Score -163592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163600.843750 Penalty: 2562.487305
	Iteration 23Q: 3 clusters Score -163600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -163605.859375 Penalty: 2562.487305
	Iteration 24Q: 3 clusters Score -163605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -163616.578125 Penalty: 2562.487305
	Iteration 25Q: 3 clusters Score -163616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -163621.562500 Penalty: 2562.487305
	Iteration 26Q: 3 clusters Score -163621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -163626.890625 Penalty: 2562.487305
	Iteration 27Q: 3 clusters Score -163626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163633.250000 Penalty: 2562.487305
	Iteration 28Q: 3 clusters Score -163633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -163637.078125 Penalty: 2562.487305
	Iteration 29Q: 3 clusters Score -163637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -163639.531250 Penalty: 2562.487305
	Iteration 30Q: 3 clusters Score -163639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -163641.015625 Penalty: 2562.487305
	Iteration 31Q: 3 clusters Score -163641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -163641.718750 Penalty: 2562.487305
	Iteration 32Q: 3 clusters Score -163641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -163641.718750 Penalty: 2562.487305
	Iteration 33F: 3 clusters Score -163641.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -692241.875000 Penalty: 1520.588379
	Iteration 0F: 2 clusters Score -692241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -684111.125000 Penalty: 3041.176758
	Iteration 0F: 3 clusters Score -684111.1 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -686927.875000 Penalty: 3041.176758
	Iteration 1F: 3 clusters Score -686927.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -687289.187500 Penalty: 3041.176758
	Iteration 2F: 3 clusters Score -687289.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -687624.312500 Penalty: 3041.176758
	Iteration 3F: 3 clusters Score -687624.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -687976.937500 Penalty: 3041.176758
	Iteration 4F: 3 clusters Score -687976.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -688319.125000 Penalty: 3041.176758
	Iteration 5Q: 3 clusters Score -688319.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -688657.562500 Penalty: 3041.176758
	Iteration 6Q: 3 clusters Score -688657.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -688950.812500 Penalty: 3041.176758
	Iteration 7Q: 3 clusters Score -688950.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -689224.562500 Penalty: 3041.176758
	Iteration 8Q: 3 clusters Score -689224.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -689482.250000 Penalty: 3041.176758
	Iteration 9Q: 3 clusters Score -689482.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -689717.437500 Penalty: 3041.176758
	Iteration 10Q: 3 clusters Score -689717.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -689942.375000 Penalty: 3041.176758
	Iteration 11Q: 3 clusters Score -689942.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -690140.250000 Penalty: 3041.176758
	Iteration 12Q: 3 clusters Score -690140.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -690278.125000 Penalty: 3041.176758
	Iteration 13Q: 3 clusters Score -690278.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -690402.312500 Penalty: 3041.176758
	Iteration 14Q: 3 clusters Score -690402.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -690498.687500 Penalty: 3041.176758
	Iteration 15Q: 3 clusters Score -690498.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -690586.625000 Penalty: 3041.176758
	Iteration 16Q: 3 clusters Score -690586.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -690658.937500 Penalty: 3041.176758
	Iteration 17Q: 3 clusters Score -690658.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -690712.500000 Penalty: 3041.176758
	Iteration 18Q: 3 clusters Score -690712.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -690761.250000 Penalty: 3041.176758
	Iteration 19Q: 3 clusters Score -690761.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -690813.562500 Penalty: 3041.176758
	Iteration 20F: 3 clusters Score -690813.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -690852.625000 Penalty: 3041.176758
	Iteration 21Q: 3 clusters Score -690852.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -690884.562500 Penalty: 3041.176758
	Iteration 22Q: 3 clusters Score -690884.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -690913.312500 Penalty: 3041.176758
	Iteration 23Q: 3 clusters Score -690913.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -690931.812500 Penalty: 3041.176758
	Iteration 24Q: 3 clusters Score -690931.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -690947.187500 Penalty: 3041.176758
	Iteration 25Q: 3 clusters Score -690947.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -690962.250000 Penalty: 3041.176758
	Iteration 26Q: 3 clusters Score -690962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -690971.000000 Penalty: 3041.176758
	Iteration 27Q: 3 clusters Score -690971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -690981.125000 Penalty: 3041.176758
	Iteration 28Q: 3 clusters Score -690981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -690988.000000 Penalty: 3041.176758
	Iteration 29Q: 3 clusters Score -690988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -690991.687500 Penalty: 3041.176758
	Iteration 30Q: 3 clusters Score -690991.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -690998.625000 Penalty: 3041.176758
	Iteration 31Q: 3 clusters Score -690998.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -691009.625000 Penalty: 3041.176758
	Iteration 32Q: 3 clusters Score -691009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -691015.562500 Penalty: 3041.176758
	Iteration 33Q: 3 clusters Score -691015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -691021.750000 Penalty: 3041.176758
	Iteration 34Q: 3 clusters Score -691021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -691025.125000 Penalty: 3041.176758
	Iteration 35Q: 3 clusters Score -691025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -691027.375000 Penalty: 3041.176758
	Iteration 36Q: 3 clusters Score -691027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -691029.125000 Penalty: 3041.176758
	Iteration 37Q: 3 clusters Score -691029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -691029.500000 Penalty: 3041.176758
	Iteration 38Q: 3 clusters Score -691029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -691029.500000 Penalty: 3041.176758
	Iteration 39F: 3 clusters Score -691029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -243412.078125 Penalty: 1346.805176
	Iteration 0F: 2 clusters Score -243412.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -240072.062500 Penalty: 2693.610352
	Iteration 0F: 3 clusters Score -240072.1 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -240884.078125 Penalty: 2693.610352
	Iteration 1F: 3 clusters Score -240884.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -241020.250000 Penalty: 2693.610352
	Iteration 2F: 3 clusters Score -241020.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -241110.265625 Penalty: 2693.610352
	Iteration 3Q: 3 clusters Score -241110.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -241185.281250 Penalty: 2693.610352
	Iteration 4Q: 3 clusters Score -241185.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -241251.234375 Penalty: 2693.610352
	Iteration 5Q: 3 clusters Score -241251.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -241323.937500 Penalty: 2693.610352
	Iteration 6Q: 3 clusters Score -241323.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -241384.593750 Penalty: 2693.610352
	Iteration 7Q: 3 clusters Score -241384.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -241427.093750 Penalty: 2693.610352
	Iteration 8Q: 3 clusters Score -241427.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -241464.046875 Penalty: 2693.610352
	Iteration 9Q: 3 clusters Score -241464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -241497.312500 Penalty: 2693.610352
	Iteration 10Q: 3 clusters Score -241497.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241525.375000 Penalty: 2693.610352
	Iteration 11Q: 3 clusters Score -241525.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241550.734375 Penalty: 2693.610352
	Iteration 12Q: 3 clusters Score -241550.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -241575.421875 Penalty: 2693.610352
	Iteration 13Q: 3 clusters Score -241575.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -241597.781250 Penalty: 2693.610352
	Iteration 14Q: 3 clusters Score -241597.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241628.468750 Penalty: 2693.610352
	Iteration 15Q: 3 clusters Score -241628.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241669.500000 Penalty: 2693.610352
	Iteration 16Q: 3 clusters Score -241669.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241714.296875 Penalty: 2693.610352
	Iteration 17Q: 3 clusters Score -241714.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -241766.000000 Penalty: 2693.610352
	Iteration 18Q: 3 clusters Score -241766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -241840.046875 Penalty: 2693.610352
	Iteration 19Q: 3 clusters Score -241840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -241923.937500 Penalty: 2693.610352
	Iteration 20F: 3 clusters Score -241923.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -242006.796875 Penalty: 2693.610352
	Iteration 21Q: 3 clusters Score -242006.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -242082.765625 Penalty: 2693.610352
	Iteration 22Q: 3 clusters Score -242082.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -242133.890625 Penalty: 2693.610352
	Iteration 23Q: 3 clusters Score -242133.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -242169.968750 Penalty: 2693.610352
	Iteration 24Q: 3 clusters Score -242170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -242196.125000 Penalty: 2693.610352
	Iteration 25Q: 3 clusters Score -242196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -242214.843750 Penalty: 2693.610352
	Iteration 26Q: 3 clusters Score -242214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -242229.734375 Penalty: 2693.610352
	Iteration 27Q: 3 clusters Score -242229.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -242245.031250 Penalty: 2693.610352
	Iteration 28Q: 3 clusters Score -242245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -242252.906250 Penalty: 2693.610352
	Iteration 29Q: 3 clusters Score -242252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -242259.296875 Penalty: 2693.610352
	Iteration 30Q: 3 clusters Score -242259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -242261.859375 Penalty: 2693.610352
	Iteration 31Q: 3 clusters Score -242261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -242263.875000 Penalty: 2693.610352
	Iteration 32Q: 3 clusters Score -242263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -242265.062500 Penalty: 2693.610352
	Iteration 33Q: 3 clusters Score -242265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -242266.234375 Penalty: 2693.610352
	Iteration 34Q: 3 clusters Score -242266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -242268.359375 Penalty: 2693.610352
	Iteration 35Q: 3 clusters Score -242268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -242270.484375 Penalty: 2693.610352
	Iteration 36Q: 3 clusters Score -242270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -242270.796875 Penalty: 2693.610352
	Iteration 37Q: 3 clusters Score -242270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -242272.218750 Penalty: 2693.610352
	Iteration 38Q: 3 clusters Score -242272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -242272.218750 Penalty: 2693.610352
	Iteration 39F: 3 clusters Score -242272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -70239.242188 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -70239.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68558.281250 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -68558.28 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -68912.609375 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -68912.61 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -69030.234375 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -69030.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69093.625000 Penalty: 2350.168213
	Iteration 3Q: 3 clusters Score -69093.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69158.148438 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -69158.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -69223.281250 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -69223.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -69267.328125 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -69267.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -69292.156250 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -69292.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -69312.445312 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -69312.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -69337.289062 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -69337.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -69347.414062 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -69347.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -69356.273438 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -69356.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -69362.484375 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -69362.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -69369.593750 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -69369.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -69375.976562 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -69375.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -69379.828125 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -69379.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -69385.273438 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -69385.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -69396.179688 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -69396.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -69403.273438 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -69403.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -69410.007812 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -69410.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69415.820312 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -69415.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69416.625000 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -69416.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69416.625000 Penalty: 2350.168213
	Iteration 22F: 3 clusters Score -69416.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -160804.515625 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -160804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -158267.734375 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -158267.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -158803.765625 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -158803.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -158934.875000 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -158934.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -159013.359375 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -159013.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -159070.375000 Penalty: 2564.439453
	Iteration 4Q: 3 clusters Score -159070.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -159111.125000 Penalty: 2564.439453
	Iteration 5Q: 3 clusters Score -159111.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -159140.750000 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -159140.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -159166.125000 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -159166.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -159187.000000 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -159187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -159206.984375 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -159207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -159221.937500 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -159221.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -159233.671875 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -159233.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -159243.625000 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -159243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -159255.078125 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -159255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -159263.171875 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -159263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -159271.062500 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -159271.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -159283.125000 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -159283.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -159288.468750 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -159288.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -159293.234375 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -159293.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -159300.890625 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -159300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -159310.609375 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -159310.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -159322.312500 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -159322.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -159329.609375 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -159329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -159334.921875 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -159334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -159339.937500 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -159339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -159343.359375 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -159343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -159347.078125 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -159347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -159354.281250 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -159354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -159363.109375 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -159363.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -159369.796875 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -159369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -159377.093750 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -159377.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -159386.578125 Penalty: 2564.439453
	Iteration 31Q: 3 clusters Score -159386.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -159396.890625 Penalty: 2564.439453
	Iteration 32Q: 3 clusters Score -159396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -159406.000000 Penalty: 2564.439453
	Iteration 33Q: 3 clusters Score -159406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -159414.343750 Penalty: 2564.439453
	Iteration 34Q: 3 clusters Score -159414.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -159426.656250 Penalty: 2564.439453
	Iteration 35Q: 3 clusters Score -159426.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -159440.156250 Penalty: 2564.439453
	Iteration 36Q: 3 clusters Score -159440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -159452.734375 Penalty: 2564.439453
	Iteration 37Q: 3 clusters Score -159452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -159460.031250 Penalty: 2564.439453
	Iteration 38Q: 3 clusters Score -159460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -159470.593750 Penalty: 2564.439453
	Iteration 39Q: 3 clusters Score -159470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -159482.531250 Penalty: 2564.439453
	Iteration 40F: 3 clusters Score -159482.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -159496.203125 Penalty: 2564.439453
	Iteration 41Q: 3 clusters Score -159496.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -159508.656250 Penalty: 2564.439453
	Iteration 42Q: 3 clusters Score -159508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -159517.859375 Penalty: 2564.439453
	Iteration 43Q: 3 clusters Score -159517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -159524.312500 Penalty: 2564.439453
	Iteration 44Q: 3 clusters Score -159524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -159529.937500 Penalty: 2564.439453
	Iteration 45Q: 3 clusters Score -159529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -159536.937500 Penalty: 2564.439453
	Iteration 46Q: 3 clusters Score -159536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -159541.296875 Penalty: 2564.439453
	Iteration 47Q: 3 clusters Score -159541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -159550.250000 Penalty: 2564.439453
	Iteration 48Q: 3 clusters Score -159550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -159556.671875 Penalty: 2564.439453
	Iteration 49Q: 3 clusters Score -159556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -159562.203125 Penalty: 2564.439453
	Iteration 50Q: 3 clusters Score -159562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -159568.187500 Penalty: 2564.439453
	Iteration 51Q: 3 clusters Score -159568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -159572.328125 Penalty: 2564.439453
	Iteration 52Q: 3 clusters Score -159572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -159574.234375 Penalty: 2564.439453
	Iteration 53Q: 3 clusters Score -159574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -159576.265625 Penalty: 2564.439453
	Iteration 54Q: 3 clusters Score -159576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -159577.843750 Penalty: 2564.439453
	Iteration 55Q: 3 clusters Score -159577.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -159579.500000 Penalty: 2564.439453
	Iteration 56Q: 3 clusters Score -159579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -159581.734375 Penalty: 2564.439453
	Iteration 57Q: 3 clusters Score -159581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -159584.359375 Penalty: 2564.439453
	Iteration 58Q: 3 clusters Score -159584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -159587.140625 Penalty: 2564.439453
	Iteration 59Q: 3 clusters Score -159587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -159588.062500 Penalty: 2564.439453
	Iteration 60F: 3 clusters Score -159588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -159589.640625 Penalty: 2564.439453
	Iteration 61Q: 3 clusters Score -159589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -159590.328125 Penalty: 2564.439453
	Iteration 62Q: 3 clusters Score -159590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -159591.656250 Penalty: 2564.439453
	Iteration 63Q: 3 clusters Score -159591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -159592.921875 Penalty: 2564.439453
	Iteration 64Q: 3 clusters Score -159592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -159595.062500 Penalty: 2564.439453
	Iteration 65Q: 3 clusters Score -159595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -159596.828125 Penalty: 2564.439453
	Iteration 66Q: 3 clusters Score -159596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -159597.515625 Penalty: 2564.439453
	Iteration 67Q: 3 clusters Score -159597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -159598.500000 Penalty: 2564.439453
	Iteration 68Q: 3 clusters Score -159598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -159600.046875 Penalty: 2564.439453
	Iteration 69Q: 3 clusters Score -159600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -159600.046875 Penalty: 2564.439453
	Iteration 70F: 3 clusters Score -159600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -82053.750000 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -82053.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80277.078125 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -80277.08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80582.000000 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -80582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80671.437500 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -80671.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -80727.023438 Penalty: 2367.343750
	Iteration 3Q: 3 clusters Score -80727.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80764.359375 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -80764.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80781.625000 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -80781.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80795.851562 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -80795.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -80802.968750 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -80802.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -80812.242188 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -80812.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80816.703125 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -80816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -80821.500000 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -80821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -80825.609375 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -80825.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -80830.242188 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -80830.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -80834.640625 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -80834.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -80837.781250 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -80837.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -80840.101562 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -80840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -80841.117188 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -80841.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -80841.117188 Penalty: 2367.343750
	Iteration 17F: 3 clusters Score -80841.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557094.000000 Penalty: 43480.554688
Iteration 119Q: 23 clusters Score -1.055709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 9665 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 66811 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 11585 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557096.000000 Penalty: 43480.554688
Iteration 120F: 23 clusters Score -1.05571e+07 nChanged 0
Entering ConstructFrom: 
Score: -10557096.000000 Penalty: 43480.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -169455.156250 Penalty: 1286.954468
	Iteration 0F: 2 clusters Score -169455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -166918.406250 Penalty: 2573.908936
	Iteration 0F: 3 clusters Score -166918.4 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -167500.984375 Penalty: 2573.908936
	Iteration 1F: 3 clusters Score -167501 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -167612.468750 Penalty: 2573.908936
	Iteration 2F: 3 clusters Score -167612.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -167681.265625 Penalty: 2573.908936
	Iteration 3Q: 3 clusters Score -167681.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -167730.468750 Penalty: 2573.908936
	Iteration 4Q: 3 clusters Score -167730.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -167783.703125 Penalty: 2573.908936
	Iteration 5Q: 3 clusters Score -167783.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -167833.187500 Penalty: 2573.908936
	Iteration 6Q: 3 clusters Score -167833.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -167866.031250 Penalty: 2573.908936
	Iteration 7Q: 3 clusters Score -167866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -167892.562500 Penalty: 2573.908936
	Iteration 8Q: 3 clusters Score -167892.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -167912.750000 Penalty: 2573.908936
	Iteration 9Q: 3 clusters Score -167912.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -167933.734375 Penalty: 2573.908936
	Iteration 10Q: 3 clusters Score -167933.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -167954.171875 Penalty: 2573.908936
	Iteration 11Q: 3 clusters Score -167954.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -167976.531250 Penalty: 2573.908936
	Iteration 12Q: 3 clusters Score -167976.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167997.171875 Penalty: 2573.908936
	Iteration 13Q: 3 clusters Score -167997.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168011.734375 Penalty: 2573.908936
	Iteration 14Q: 3 clusters Score -168011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168025.531250 Penalty: 2573.908936
	Iteration 15Q: 3 clusters Score -168025.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -168050.203125 Penalty: 2573.908936
	Iteration 16Q: 3 clusters Score -168050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -168072.312500 Penalty: 2573.908936
	Iteration 17Q: 3 clusters Score -168072.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168089.812500 Penalty: 2573.908936
	Iteration 18Q: 3 clusters Score -168089.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -168099.890625 Penalty: 2573.908936
	Iteration 19Q: 3 clusters Score -168099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -168112.218750 Penalty: 2573.908936
	Iteration 20F: 3 clusters Score -168112.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -168129.343750 Penalty: 2573.908936
	Iteration 21Q: 3 clusters Score -168129.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168140.078125 Penalty: 2573.908936
	Iteration 22Q: 3 clusters Score -168140.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168150.968750 Penalty: 2573.908936
	Iteration 23Q: 3 clusters Score -168151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -168164.343750 Penalty: 2573.908936
	Iteration 24Q: 3 clusters Score -168164.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168173.406250 Penalty: 2573.908936
	Iteration 25Q: 3 clusters Score -168173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168178.671875 Penalty: 2573.908936
	Iteration 26Q: 3 clusters Score -168178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -168183.078125 Penalty: 2573.908936
	Iteration 27Q: 3 clusters Score -168183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -168189.968750 Penalty: 2573.908936
	Iteration 28Q: 3 clusters Score -168190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168198.562500 Penalty: 2573.908936
	Iteration 29Q: 3 clusters Score -168198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -168209.250000 Penalty: 2573.908936
	Iteration 30Q: 3 clusters Score -168209.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -168219.015625 Penalty: 2573.908936
	Iteration 31Q: 3 clusters Score -168219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -168230.375000 Penalty: 2573.908936
	Iteration 32Q: 3 clusters Score -168230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168238.843750 Penalty: 2573.908936
	Iteration 33Q: 3 clusters Score -168238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -168242.093750 Penalty: 2573.908936
	Iteration 34Q: 3 clusters Score -168242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -168245.281250 Penalty: 2573.908936
	Iteration 35Q: 3 clusters Score -168245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -168246.453125 Penalty: 2573.908936
	Iteration 36Q: 3 clusters Score -168246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -168249.203125 Penalty: 2573.908936
	Iteration 37Q: 3 clusters Score -168249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -168254.859375 Penalty: 2573.908936
	Iteration 38Q: 3 clusters Score -168254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -168257.890625 Penalty: 2573.908936
	Iteration 39Q: 3 clusters Score -168257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -168259.875000 Penalty: 2573.908936
	Iteration 40F: 3 clusters Score -168259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -168262.906250 Penalty: 2573.908936
	Iteration 41Q: 3 clusters Score -168262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -168263.546875 Penalty: 2573.908936
	Iteration 42Q: 3 clusters Score -168263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -168263.546875 Penalty: 2573.908936
	Iteration 43F: 3 clusters Score -168263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -124069.250000 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -124069.2 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 1184 members 
Entering Unmasked Estep 
Score: -121796.585938 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -121796.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122357.953125 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -122358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -122490.867188 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -122490.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -122558.968750 Penalty: 2523.810059
	Iteration 3Q: 3 clusters Score -122559 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -122614.703125 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -122614.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -122652.867188 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -122652.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -122687.968750 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -122688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -122720.257812 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -122720.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -122742.570312 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -122742.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -122762.906250 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -122762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -122779.710938 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -122779.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -122794.460938 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -122794.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -122803.648438 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -122803.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122812.460938 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -122812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -122820.132812 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -122820.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -122828.765625 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -122828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122839.164062 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -122839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -122843.164062 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -122843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -122845.101562 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -122845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -122846.531250 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -122846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -122846.531250 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -122846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -220168.453125 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -220168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -216959.453125 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -216959.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -217818.250000 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -217818.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -218002.437500 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -218002.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -218124.109375 Penalty: 2676.492432
	Iteration 3F: 3 clusters Score -218124.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -218207.437500 Penalty: 2676.492432
	Iteration 4Q: 3 clusters Score -218207.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -218273.765625 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -218273.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -218325.625000 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -218325.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -218362.312500 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -218362.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -218391.078125 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -218391.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -218421.484375 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -218421.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -218445.156250 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -218445.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -218464.718750 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -218464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -218479.250000 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -218479.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -218492.140625 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -218492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -218503.718750 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -218503.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -218511.000000 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -218511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -218516.578125 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -218516.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -218522.015625 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -218522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218527.906250 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -218527.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -218537.343750 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -218537.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -218549.250000 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -218549.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -218571.203125 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -218571.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -218595.046875 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -218595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -218612.687500 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -218612.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -218624.031250 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -218624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -218634.765625 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -218634.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -218641.468750 Penalty: 2676.492432
	Iteration 26Q: 3 clusters Score -218641.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -218647.625000 Penalty: 2676.492432
	Iteration 27Q: 3 clusters Score -218647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -218653.062500 Penalty: 2676.492432
	Iteration 28Q: 3 clusters Score -218653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -218658.187500 Penalty: 2676.492432
	Iteration 29Q: 3 clusters Score -218658.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -218668.156250 Penalty: 2676.492432
	Iteration 30Q: 3 clusters Score -218668.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -218690.109375 Penalty: 2676.492432
	Iteration 31Q: 3 clusters Score -218690.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -218716.921875 Penalty: 2676.492432
	Iteration 32Q: 3 clusters Score -218716.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -218741.500000 Penalty: 2676.492432
	Iteration 33Q: 3 clusters Score -218741.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -218758.984375 Penalty: 2676.492432
	Iteration 34Q: 3 clusters Score -218759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -218774.531250 Penalty: 2676.492432
	Iteration 35Q: 3 clusters Score -218774.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -218786.312500 Penalty: 2676.492432
	Iteration 36Q: 3 clusters Score -218786.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -218795.328125 Penalty: 2676.492432
	Iteration 37Q: 3 clusters Score -218795.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -218804.140625 Penalty: 2676.492432
	Iteration 38Q: 3 clusters Score -218804.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -218812.265625 Penalty: 2676.492432
	Iteration 39Q: 3 clusters Score -218812.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -218825.296875 Penalty: 2676.492432
	Iteration 40F: 3 clusters Score -218825.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -218838.250000 Penalty: 2676.492432
	Iteration 41Q: 3 clusters Score -218838.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -218849.546875 Penalty: 2676.492432
	Iteration 42Q: 3 clusters Score -218849.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -218864.515625 Penalty: 2676.492432
	Iteration 43Q: 3 clusters Score -218864.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -218880.968750 Penalty: 2676.492432
	Iteration 44Q: 3 clusters Score -218881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -218896.515625 Penalty: 2676.492432
	Iteration 45Q: 3 clusters Score -218896.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -218910.546875 Penalty: 2676.492432
	Iteration 46Q: 3 clusters Score -218910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -218926.296875 Penalty: 2676.492432
	Iteration 47Q: 3 clusters Score -218926.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -218945.890625 Penalty: 2676.492432
	Iteration 48Q: 3 clusters Score -218945.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -218959.906250 Penalty: 2676.492432
	Iteration 49Q: 3 clusters Score -218959.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -218969.046875 Penalty: 2676.492432
	Iteration 50Q: 3 clusters Score -218969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -218976.703125 Penalty: 2676.492432
	Iteration 51Q: 3 clusters Score -218976.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -218982.593750 Penalty: 2676.492432
	Iteration 52Q: 3 clusters Score -218982.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -218990.796875 Penalty: 2676.492432
	Iteration 53Q: 3 clusters Score -218990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -218999.656250 Penalty: 2676.492432
	Iteration 54Q: 3 clusters Score -218999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -219006.078125 Penalty: 2676.492432
	Iteration 55Q: 3 clusters Score -219006.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -219014.406250 Penalty: 2676.492432
	Iteration 56Q: 3 clusters Score -219014.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -219019.765625 Penalty: 2676.492432
	Iteration 57Q: 3 clusters Score -219019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -219024.843750 Penalty: 2676.492432
	Iteration 58Q: 3 clusters Score -219024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -219029.046875 Penalty: 2676.492432
	Iteration 59Q: 3 clusters Score -219029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -219034.296875 Penalty: 2676.492432
	Iteration 60F: 3 clusters Score -219034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -219040.015625 Penalty: 2676.492432
	Iteration 61Q: 3 clusters Score -219040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -219042.718750 Penalty: 2676.492432
	Iteration 62Q: 3 clusters Score -219042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -219046.203125 Penalty: 2676.492432
	Iteration 63Q: 3 clusters Score -219046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -219049.453125 Penalty: 2676.492432
	Iteration 64Q: 3 clusters Score -219049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -219052.203125 Penalty: 2676.492432
	Iteration 65Q: 3 clusters Score -219052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -219057.687500 Penalty: 2676.492432
	Iteration 66Q: 3 clusters Score -219057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -219061.687500 Penalty: 2676.492432
	Iteration 67Q: 3 clusters Score -219061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -219065.671875 Penalty: 2676.492432
	Iteration 68Q: 3 clusters Score -219065.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -219071.078125 Penalty: 2676.492432
	Iteration 69Q: 3 clusters Score -219071.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -219075.812500 Penalty: 2676.492432
	Iteration 70Q: 3 clusters Score -219075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -219081.234375 Penalty: 2676.492432
	Iteration 71Q: 3 clusters Score -219081.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -219088.515625 Penalty: 2676.492432
	Iteration 72Q: 3 clusters Score -219088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -219092.734375 Penalty: 2676.492432
	Iteration 73Q: 3 clusters Score -219092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -219095.062500 Penalty: 2676.492432
	Iteration 74Q: 3 clusters Score -219095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -219098.093750 Penalty: 2676.492432
	Iteration 75Q: 3 clusters Score -219098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -219102.562500 Penalty: 2676.492432
	Iteration 76Q: 3 clusters Score -219102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -219105.890625 Penalty: 2676.492432
	Iteration 77Q: 3 clusters Score -219105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -219109.031250 Penalty: 2676.492432
	Iteration 78Q: 3 clusters Score -219109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -219111.125000 Penalty: 2676.492432
	Iteration 79Q: 3 clusters Score -219111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -219112.562500 Penalty: 2676.492432
	Iteration 80F: 3 clusters Score -219112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -219113.718750 Penalty: 2676.492432
	Iteration 81Q: 3 clusters Score -219113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -219116.687500 Penalty: 2676.492432
	Iteration 82Q: 3 clusters Score -219116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -219120.937500 Penalty: 2676.492432
	Iteration 83Q: 3 clusters Score -219120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -219123.203125 Penalty: 2676.492432
	Iteration 84Q: 3 clusters Score -219123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -219126.484375 Penalty: 2676.492432
	Iteration 85Q: 3 clusters Score -219126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -219130.421875 Penalty: 2676.492432
	Iteration 86Q: 3 clusters Score -219130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -219132.953125 Penalty: 2676.492432
	Iteration 87Q: 3 clusters Score -219133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -219135.796875 Penalty: 2676.492432
	Iteration 88Q: 3 clusters Score -219135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -219137.718750 Penalty: 2676.492432
	Iteration 89Q: 3 clusters Score -219137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -219140.609375 Penalty: 2676.492432
	Iteration 90Q: 3 clusters Score -219140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -219143.359375 Penalty: 2676.492432
	Iteration 91Q: 3 clusters Score -219143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -219149.828125 Penalty: 2676.492432
	Iteration 92Q: 3 clusters Score -219149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -219154.078125 Penalty: 2676.492432
	Iteration 93Q: 3 clusters Score -219154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -219156.796875 Penalty: 2676.492432
	Iteration 94Q: 3 clusters Score -219156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -219157.796875 Penalty: 2676.492432
	Iteration 95Q: 3 clusters Score -219157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -219158.656250 Penalty: 2676.492432
	Iteration 96Q: 3 clusters Score -219158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -219159.828125 Penalty: 2676.492432
	Iteration 97Q: 3 clusters Score -219159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -219161.843750 Penalty: 2676.492432
	Iteration 98Q: 3 clusters Score -219161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -219162.968750 Penalty: 2676.492432
	Iteration 99Q: 3 clusters Score -219163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -219165.078125 Penalty: 2676.492432
	Iteration 100F: 3 clusters Score -219165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -219168.125000 Penalty: 2676.492432
	Iteration 101Q: 3 clusters Score -219168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -219170.734375 Penalty: 2676.492432
	Iteration 102Q: 3 clusters Score -219170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -219176.203125 Penalty: 2676.492432
	Iteration 103Q: 3 clusters Score -219176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -219180.640625 Penalty: 2676.492432
	Iteration 104Q: 3 clusters Score -219180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -219184.062500 Penalty: 2676.492432
	Iteration 105Q: 3 clusters Score -219184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -219187.828125 Penalty: 2676.492432
	Iteration 106Q: 3 clusters Score -219187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -219193.312500 Penalty: 2676.492432
	Iteration 107Q: 3 clusters Score -219193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -219195.296875 Penalty: 2676.492432
	Iteration 108Q: 3 clusters Score -219195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -219196.859375 Penalty: 2676.492432
	Iteration 109Q: 3 clusters Score -219196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -219198.500000 Penalty: 2676.492432
	Iteration 110Q: 3 clusters Score -219198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -219201.406250 Penalty: 2676.492432
	Iteration 111Q: 3 clusters Score -219201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -219204.828125 Penalty: 2676.492432
	Iteration 112Q: 3 clusters Score -219204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -219206.953125 Penalty: 2676.492432
	Iteration 113Q: 3 clusters Score -219207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -219207.953125 Penalty: 2676.492432
	Iteration 114Q: 3 clusters Score -219208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -219208.437500 Penalty: 2676.492432
	Iteration 115Q: 3 clusters Score -219208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -219208.437500 Penalty: 2676.492432
	Iteration 116F: 3 clusters Score -219208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Entering Unmasked Estep 
Score: -524735.875000 Penalty: 1491.143311
	Iteration 0F: 2 clusters Score -524735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -517767.437500 Penalty: 2982.286621
	Iteration 0F: 3 clusters Score -517767.4 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -520025.156250 Penalty: 2982.286621
	Iteration 1F: 3 clusters Score -520025.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -520375.437500 Penalty: 2982.286621
	Iteration 2F: 3 clusters Score -520375.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -520663.312500 Penalty: 2982.286621
	Iteration 3F: 3 clusters Score -520663.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -520962.906250 Penalty: 2982.286621
	Iteration 4F: 3 clusters Score -520962.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -521277.593750 Penalty: 2982.286621
	Iteration 5F: 3 clusters Score -521277.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -521604.687500 Penalty: 2982.286621
	Iteration 6F: 3 clusters Score -521604.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -521923.156250 Penalty: 2982.286621
	Iteration 7F: 3 clusters Score -521923.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -522244.343750 Penalty: 2982.286621
	Iteration 8Q: 3 clusters Score -522244.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -522534.812500 Penalty: 2982.286621
	Iteration 9Q: 3 clusters Score -522534.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -522762.375000 Penalty: 2982.286621
	Iteration 10Q: 3 clusters Score -522762.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -522940.937500 Penalty: 2982.286621
	Iteration 11Q: 3 clusters Score -522940.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -523069.125000 Penalty: 2982.286621
	Iteration 12Q: 3 clusters Score -523069.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -523178.093750 Penalty: 2982.286621
	Iteration 13Q: 3 clusters Score -523178.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -523265.968750 Penalty: 2982.286621
	Iteration 14Q: 3 clusters Score -523266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -523344.781250 Penalty: 2982.286621
	Iteration 15Q: 3 clusters Score -523344.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -523412.031250 Penalty: 2982.286621
	Iteration 16Q: 3 clusters Score -523412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -523480.718750 Penalty: 2982.286621
	Iteration 17Q: 3 clusters Score -523480.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -523536.781250 Penalty: 2982.286621
	Iteration 18Q: 3 clusters Score -523536.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -523599.125000 Penalty: 2982.286621
	Iteration 19Q: 3 clusters Score -523599.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -523645.781250 Penalty: 2982.286621
	Iteration 20F: 3 clusters Score -523645.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -523693.250000 Penalty: 2982.286621
	Iteration 21Q: 3 clusters Score -523693.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -523731.031250 Penalty: 2982.286621
	Iteration 22Q: 3 clusters Score -523731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -523762.343750 Penalty: 2982.286621
	Iteration 23Q: 3 clusters Score -523762.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -523781.531250 Penalty: 2982.286621
	Iteration 24Q: 3 clusters Score -523781.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -523793.406250 Penalty: 2982.286621
	Iteration 25Q: 3 clusters Score -523793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -523799.093750 Penalty: 2982.286621
	Iteration 26Q: 3 clusters Score -523799.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -523803.625000 Penalty: 2982.286621
	Iteration 27Q: 3 clusters Score -523803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -523807.250000 Penalty: 2982.286621
	Iteration 28Q: 3 clusters Score -523807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -523810.437500 Penalty: 2982.286621
	Iteration 29Q: 3 clusters Score -523810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -523812.250000 Penalty: 2982.286621
	Iteration 30Q: 3 clusters Score -523812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -523815.281250 Penalty: 2982.286621
	Iteration 31Q: 3 clusters Score -523815.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -523819.781250 Penalty: 2982.286621
	Iteration 32Q: 3 clusters Score -523819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -523823.968750 Penalty: 2982.286621
	Iteration 33Q: 3 clusters Score -523824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -523829.625000 Penalty: 2982.286621
	Iteration 34Q: 3 clusters Score -523829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -523832.562500 Penalty: 2982.286621
	Iteration 35Q: 3 clusters Score -523832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -523833.250000 Penalty: 2982.286621
	Iteration 36Q: 3 clusters Score -523833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -523835.250000 Penalty: 2982.286621
	Iteration 37Q: 3 clusters Score -523835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -523838.062500 Penalty: 2982.286621
	Iteration 38Q: 3 clusters Score -523838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -523842.187500 Penalty: 2982.286621
	Iteration 39Q: 3 clusters Score -523842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -523849.031250 Penalty: 2982.286621
	Iteration 40F: 3 clusters Score -523849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -523852.718750 Penalty: 2982.286621
	Iteration 41Q: 3 clusters Score -523852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -523855.906250 Penalty: 2982.286621
	Iteration 42Q: 3 clusters Score -523855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -523860.125000 Penalty: 2982.286621
	Iteration 43Q: 3 clusters Score -523860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -523863.156250 Penalty: 2982.286621
	Iteration 44Q: 3 clusters Score -523863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -523864.250000 Penalty: 2982.286621
	Iteration 45Q: 3 clusters Score -523864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -523866.093750 Penalty: 2982.286621
	Iteration 46Q: 3 clusters Score -523866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -523867.875000 Penalty: 2982.286621
	Iteration 47Q: 3 clusters Score -523867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -523868.937500 Penalty: 2982.286621
	Iteration 48Q: 3 clusters Score -523868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -523870.750000 Penalty: 2982.286621
	Iteration 49Q: 3 clusters Score -523870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -523871.406250 Penalty: 2982.286621
	Iteration 50Q: 3 clusters Score -523871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -523871.406250 Penalty: 2982.286621
	Iteration 51F: 3 clusters Score -523871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Entering Unmasked Estep 
Score: -1473221.500000 Penalty: 1643.964111
	Iteration 0F: 2 clusters Score -1473222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1456387.375000 Penalty: 3287.928223
	Iteration 0F: 3 clusters Score -1456387 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1462629.375000 Penalty: 3287.928223
	Iteration 1F: 3 clusters Score -1462629 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1463068.000000 Penalty: 3287.928223
	Iteration 2F: 3 clusters Score -1463068 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1463547.125000 Penalty: 3287.928223
	Iteration 3Q: 3 clusters Score -1463547 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1464144.500000 Penalty: 3287.928223
	Iteration 4F: 3 clusters Score -1464144 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1464998.000000 Penalty: 3287.928223
	Iteration 5F: 3 clusters Score -1464998 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1466184.875000 Penalty: 3287.928223
	Iteration 6F: 3 clusters Score -1466185 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1467607.250000 Penalty: 3287.928223
	Iteration 7F: 3 clusters Score -1467607 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1468973.250000 Penalty: 3287.928223
	Iteration 8F: 3 clusters Score -1468973 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1470086.000000 Penalty: 3287.928223
	Iteration 9F: 3 clusters Score -1470086 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -1470828.375000 Penalty: 3287.928223
	Iteration 10Q: 3 clusters Score -1470828 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1471264.125000 Penalty: 3287.928223
	Iteration 11Q: 3 clusters Score -1471264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1471501.500000 Penalty: 3287.928223
	Iteration 12Q: 3 clusters Score -1471502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1471612.875000 Penalty: 3287.928223
	Iteration 13Q: 3 clusters Score -1471613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -1471675.625000 Penalty: 3287.928223
	Iteration 14Q: 3 clusters Score -1471676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1471704.000000 Penalty: 3287.928223
	Iteration 15Q: 3 clusters Score -1471704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1471735.250000 Penalty: 3287.928223
	Iteration 16Q: 3 clusters Score -1471735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1471753.500000 Penalty: 3287.928223
	Iteration 17Q: 3 clusters Score -1471754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1471772.000000 Penalty: 3287.928223
	Iteration 18Q: 3 clusters Score -1471772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -1471780.375000 Penalty: 3287.928223
	Iteration 19Q: 3 clusters Score -1471780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -1471785.500000 Penalty: 3287.928223
	Iteration 20F: 3 clusters Score -1471786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -1471789.500000 Penalty: 3287.928223
	Iteration 21Q: 3 clusters Score -1471790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1471795.250000 Penalty: 3287.928223
	Iteration 22Q: 3 clusters Score -1471795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -1471797.125000 Penalty: 3287.928223
	Iteration 23Q: 3 clusters Score -1471797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -1471801.375000 Penalty: 3287.928223
	Iteration 24Q: 3 clusters Score -1471801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -1471801.000000 Penalty: 3287.928223
	Iteration 25Q: 3 clusters Score -1471801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1471801.750000 Penalty: 3287.928223
	Iteration 26Q: 3 clusters Score -1471802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -1471803.000000 Penalty: 3287.928223
	Iteration 27Q: 3 clusters Score -1471803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -1471804.375000 Penalty: 3287.928223
	Iteration 28Q: 3 clusters Score -1471804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -1471804.375000 Penalty: 3287.928223
	Iteration 29F: 3 clusters Score -1471804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Entering Unmasked Estep 
Score: -3880260.750000 Penalty: 1805.313721
	Iteration 0F: 2 clusters Score -3880261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3835624.500000 Penalty: 3610.627441
	Iteration 0F: 3 clusters Score -3835624 nChanged 31583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -3854157.750000 Penalty: 3610.627441
	Iteration 1F: 3 clusters Score -3854158 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -3855302.250000 Penalty: 3610.627441
	Iteration 2Q: 3 clusters Score -3855302 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -3856848.250000 Penalty: 3610.627441
	Iteration 3F: 3 clusters Score -3856848 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -3858926.000000 Penalty: 3610.627441
	Iteration 4F: 3 clusters Score -3858926 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -3861481.000000 Penalty: 3610.627441
	Iteration 5F: 3 clusters Score -3861481 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -3864369.250000 Penalty: 3610.627441
	Iteration 6F: 3 clusters Score -3864369 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -3867174.000000 Penalty: 3610.627441
	Iteration 7F: 3 clusters Score -3867174 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -3869710.000000 Penalty: 3610.627441
	Iteration 8F: 3 clusters Score -3869710 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -3871824.000000 Penalty: 3610.627441
	Iteration 9Q: 3 clusters Score -3871824 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -3873536.250000 Penalty: 3610.627441
	Iteration 10Q: 3 clusters Score -3873536 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -3874798.500000 Penalty: 3610.627441
	Iteration 11Q: 3 clusters Score -3874798 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -3875750.500000 Penalty: 3610.627441
	Iteration 12Q: 3 clusters Score -3875750 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -3876476.750000 Penalty: 3610.627441
	Iteration 13Q: 3 clusters Score -3876477 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -3877025.250000 Penalty: 3610.627441
	Iteration 14Q: 3 clusters Score -3877025 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -3877464.500000 Penalty: 3610.627441
	Iteration 15Q: 3 clusters Score -3877464 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -3877763.000000 Penalty: 3610.627441
	Iteration 16Q: 3 clusters Score -3877763 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -3878023.750000 Penalty: 3610.627441
	Iteration 17Q: 3 clusters Score -3878024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -3878226.000000 Penalty: 3610.627441
	Iteration 18Q: 3 clusters Score -3878226 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -3878378.750000 Penalty: 3610.627441
	Iteration 19Q: 3 clusters Score -3878379 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -3878476.750000 Penalty: 3610.627441
	Iteration 20F: 3 clusters Score -3878477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -3878557.500000 Penalty: 3610.627441
	Iteration 21Q: 3 clusters Score -3878558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -3878602.250000 Penalty: 3610.627441
	Iteration 22Q: 3 clusters Score -3878602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -3878631.250000 Penalty: 3610.627441
	Iteration 23Q: 3 clusters Score -3878631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -3878653.500000 Penalty: 3610.627441
	Iteration 24Q: 3 clusters Score -3878654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -3878664.000000 Penalty: 3610.627441
	Iteration 25Q: 3 clusters Score -3878664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -3878682.000000 Penalty: 3610.627441
	Iteration 26Q: 3 clusters Score -3878682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -3878696.750000 Penalty: 3610.627441
	Iteration 27Q: 3 clusters Score -3878697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -3878712.000000 Penalty: 3610.627441
	Iteration 28Q: 3 clusters Score -3878712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -3878721.000000 Penalty: 3610.627441
	Iteration 29Q: 3 clusters Score -3878721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -3878728.750000 Penalty: 3610.627441
	Iteration 30Q: 3 clusters Score -3878729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -3878729.500000 Penalty: 3610.627441
	Iteration 31Q: 3 clusters Score -3878730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -3878729.000000 Penalty: 3610.627441
	Iteration 32Q: 3 clusters Score -3878729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -3878732.500000 Penalty: 3610.627441
	Iteration 33Q: 3 clusters Score -3878732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -3878732.500000 Penalty: 3610.627441
	Iteration 34F: 3 clusters Score -3878732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Entering Unmasked Estep 
Score: -722960.812500 Penalty: 1542.838501
	Iteration 0F: 2 clusters Score -722960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -713725.000000 Penalty: 3085.677002
	Iteration 0F: 3 clusters Score -713725 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -716867.250000 Penalty: 3085.677002
	Iteration 1F: 3 clusters Score -716867.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -717250.312500 Penalty: 3085.677002
	Iteration 2F: 3 clusters Score -717250.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -717641.062500 Penalty: 3085.677002
	Iteration 3F: 3 clusters Score -717641.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -718065.562500 Penalty: 3085.677002
	Iteration 4F: 3 clusters Score -718065.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -718560.500000 Penalty: 3085.677002
	Iteration 5F: 3 clusters Score -718560.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -719187.875000 Penalty: 3085.677002
	Iteration 6F: 3 clusters Score -719187.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -719912.000000 Penalty: 3085.677002
	Iteration 7F: 3 clusters Score -719912 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -720556.500000 Penalty: 3085.677002
	Iteration 8F: 3 clusters Score -720556.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -720951.187500 Penalty: 3085.677002
	Iteration 9Q: 3 clusters Score -720951.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -721166.812500 Penalty: 3085.677002
	Iteration 10Q: 3 clusters Score -721166.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -721283.437500 Penalty: 3085.677002
	Iteration 11Q: 3 clusters Score -721283.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -721355.125000 Penalty: 3085.677002
	Iteration 12Q: 3 clusters Score -721355.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -721383.812500 Penalty: 3085.677002
	Iteration 13Q: 3 clusters Score -721383.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -721402.125000 Penalty: 3085.677002
	Iteration 14Q: 3 clusters Score -721402.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -721416.312500 Penalty: 3085.677002
	Iteration 15Q: 3 clusters Score -721416.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -721428.062500 Penalty: 3085.677002
	Iteration 16Q: 3 clusters Score -721428.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -721432.812500 Penalty: 3085.677002
	Iteration 17Q: 3 clusters Score -721432.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -721439.125000 Penalty: 3085.677002
	Iteration 18Q: 3 clusters Score -721439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -721441.687500 Penalty: 3085.677002
	Iteration 19Q: 3 clusters Score -721441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -721442.750000 Penalty: 3085.677002
	Iteration 20F: 3 clusters Score -721442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -721444.125000 Penalty: 3085.677002
	Iteration 21Q: 3 clusters Score -721444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -721444.875000 Penalty: 3085.677002
	Iteration 22Q: 3 clusters Score -721444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -721446.250000 Penalty: 3085.677002
	Iteration 23Q: 3 clusters Score -721446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -721448.875000 Penalty: 3085.677002
	Iteration 24Q: 3 clusters Score -721448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -721448.937500 Penalty: 3085.677002
	Iteration 25Q: 3 clusters Score -721448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -721447.562500 Penalty: 3085.677002
	Iteration 26Q: 3 clusters Score -721447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -721448.562500 Penalty: 3085.677002
	Iteration 27Q: 3 clusters Score -721448.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -721448.562500 Penalty: 3085.677002
	Iteration 28F: 3 clusters Score -721448.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -144952.187500 Penalty: 1301.845215
	Iteration 0F: 2 clusters Score -144952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -142205.046875 Penalty: 2603.690430
	Iteration 0F: 3 clusters Score -142205 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -142938.937500 Penalty: 2603.690430
	Iteration 1F: 3 clusters Score -142938.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -143164.734375 Penalty: 2603.690430
	Iteration 2F: 3 clusters Score -143164.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -143366.171875 Penalty: 2603.690430
	Iteration 3F: 3 clusters Score -143366.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -143540.656250 Penalty: 2603.690430
	Iteration 4F: 3 clusters Score -143540.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -143680.562500 Penalty: 2603.690430
	Iteration 5F: 3 clusters Score -143680.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -143781.828125 Penalty: 2603.690430
	Iteration 6Q: 3 clusters Score -143781.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -143862.218750 Penalty: 2603.690430
	Iteration 7Q: 3 clusters Score -143862.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -143922.843750 Penalty: 2603.690430
	Iteration 8Q: 3 clusters Score -143922.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -143952.609375 Penalty: 2603.690430
	Iteration 9Q: 3 clusters Score -143952.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -143976.359375 Penalty: 2603.690430
	Iteration 10Q: 3 clusters Score -143976.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -144007.765625 Penalty: 2603.690430
	Iteration 11Q: 3 clusters Score -144007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -144035.078125 Penalty: 2603.690430
	Iteration 12Q: 3 clusters Score -144035.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -144061.625000 Penalty: 2603.690430
	Iteration 13Q: 3 clusters Score -144061.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -144080.765625 Penalty: 2603.690430
	Iteration 14Q: 3 clusters Score -144080.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -144103.468750 Penalty: 2603.690430
	Iteration 15Q: 3 clusters Score -144103.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -144119.015625 Penalty: 2603.690430
	Iteration 16Q: 3 clusters Score -144119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -144136.640625 Penalty: 2603.690430
	Iteration 17Q: 3 clusters Score -144136.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -144156.234375 Penalty: 2603.690430
	Iteration 18Q: 3 clusters Score -144156.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -144173.000000 Penalty: 2603.690430
	Iteration 19Q: 3 clusters Score -144173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -144188.000000 Penalty: 2603.690430
	Iteration 20F: 3 clusters Score -144188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -144198.828125 Penalty: 2603.690430
	Iteration 21Q: 3 clusters Score -144198.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -144204.968750 Penalty: 2603.690430
	Iteration 22Q: 3 clusters Score -144205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -144209.437500 Penalty: 2603.690430
	Iteration 23Q: 3 clusters Score -144209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -144212.265625 Penalty: 2603.690430
	Iteration 24Q: 3 clusters Score -144212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -144215.468750 Penalty: 2603.690430
	Iteration 25Q: 3 clusters Score -144215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -144216.375000 Penalty: 2603.690430
	Iteration 26Q: 3 clusters Score -144216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -144217.375000 Penalty: 2603.690430
	Iteration 27Q: 3 clusters Score -144217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -144218.468750 Penalty: 2603.690430
	Iteration 28Q: 3 clusters Score -144218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -144219.890625 Penalty: 2603.690430
	Iteration 29Q: 3 clusters Score -144219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -144220.203125 Penalty: 2603.690430
	Iteration 30Q: 3 clusters Score -144220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -144220.859375 Penalty: 2603.690430
	Iteration 31Q: 3 clusters Score -144220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -144221.843750 Penalty: 2603.690430
	Iteration 32Q: 3 clusters Score -144221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -144222.281250 Penalty: 2603.690430
	Iteration 33Q: 3 clusters Score -144222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144222.890625 Penalty: 2603.690430
	Iteration 34Q: 3 clusters Score -144222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -144223.000000 Penalty: 2603.690430
	Iteration 35Q: 3 clusters Score -144223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -144224.156250 Penalty: 2603.690430
	Iteration 36Q: 3 clusters Score -144224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144224.187500 Penalty: 2603.690430
	Iteration 37Q: 3 clusters Score -144224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144224.187500 Penalty: 2603.690430
	Iteration 38F: 3 clusters Score -144224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -568415.687500 Penalty: 1491.981689
	Iteration 0F: 2 clusters Score -568415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -561471.187500 Penalty: 2983.963379
	Iteration 0F: 3 clusters Score -561471.2 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -563830.250000 Penalty: 2983.963379
	Iteration 1F: 3 clusters Score -563830.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -564117.875000 Penalty: 2983.963379
	Iteration 2F: 3 clusters Score -564117.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -564344.062500 Penalty: 2983.963379
	Iteration 3F: 3 clusters Score -564344.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -564554.375000 Penalty: 2983.963379
	Iteration 4Q: 3 clusters Score -564554.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -564742.062500 Penalty: 2983.963379
	Iteration 5Q: 3 clusters Score -564742.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -564899.500000 Penalty: 2983.963379
	Iteration 6Q: 3 clusters Score -564899.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -565048.375000 Penalty: 2983.963379
	Iteration 7Q: 3 clusters Score -565048.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -565194.375000 Penalty: 2983.963379
	Iteration 8Q: 3 clusters Score -565194.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -565338.000000 Penalty: 2983.963379
	Iteration 9Q: 3 clusters Score -565338 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -565461.562500 Penalty: 2983.963379
	Iteration 10Q: 3 clusters Score -565461.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -565562.250000 Penalty: 2983.963379
	Iteration 11Q: 3 clusters Score -565562.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -565652.125000 Penalty: 2983.963379
	Iteration 12Q: 3 clusters Score -565652.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -565744.812500 Penalty: 2983.963379
	Iteration 13Q: 3 clusters Score -565744.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -565845.562500 Penalty: 2983.963379
	Iteration 14Q: 3 clusters Score -565845.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -565951.437500 Penalty: 2983.963379
	Iteration 15Q: 3 clusters Score -565951.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -566063.687500 Penalty: 2983.963379
	Iteration 16Q: 3 clusters Score -566063.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -566177.437500 Penalty: 2983.963379
	Iteration 17Q: 3 clusters Score -566177.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -566293.437500 Penalty: 2983.963379
	Iteration 18Q: 3 clusters Score -566293.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -566413.250000 Penalty: 2983.963379
	Iteration 19Q: 3 clusters Score -566413.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -566548.812500 Penalty: 2983.963379
	Iteration 20F: 3 clusters Score -566548.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -566682.125000 Penalty: 2983.963379
	Iteration 21Q: 3 clusters Score -566682.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -566798.375000 Penalty: 2983.963379
	Iteration 22Q: 3 clusters Score -566798.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -566905.000000 Penalty: 2983.963379
	Iteration 23Q: 3 clusters Score -566905 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -567018.062500 Penalty: 2983.963379
	Iteration 24Q: 3 clusters Score -567018.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -567130.750000 Penalty: 2983.963379
	Iteration 25Q: 3 clusters Score -567130.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -567214.437500 Penalty: 2983.963379
	Iteration 26Q: 3 clusters Score -567214.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -567274.812500 Penalty: 2983.963379
	Iteration 27Q: 3 clusters Score -567274.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -567311.937500 Penalty: 2983.963379
	Iteration 28Q: 3 clusters Score -567311.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -567343.062500 Penalty: 2983.963379
	Iteration 29Q: 3 clusters Score -567343.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -567363.062500 Penalty: 2983.963379
	Iteration 30Q: 3 clusters Score -567363.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -567375.812500 Penalty: 2983.963379
	Iteration 31Q: 3 clusters Score -567375.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -567385.687500 Penalty: 2983.963379
	Iteration 32Q: 3 clusters Score -567385.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -567398.937500 Penalty: 2983.963379
	Iteration 33Q: 3 clusters Score -567398.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -567409.937500 Penalty: 2983.963379
	Iteration 34Q: 3 clusters Score -567409.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -567418.500000 Penalty: 2983.963379
	Iteration 35Q: 3 clusters Score -567418.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -567430.500000 Penalty: 2983.963379
	Iteration 36Q: 3 clusters Score -567430.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -567438.625000 Penalty: 2983.963379
	Iteration 37Q: 3 clusters Score -567438.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -567452.375000 Penalty: 2983.963379
	Iteration 38Q: 3 clusters Score -567452.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -567458.312500 Penalty: 2983.963379
	Iteration 39Q: 3 clusters Score -567458.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -567465.812500 Penalty: 2983.963379
	Iteration 40F: 3 clusters Score -567465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -567470.250000 Penalty: 2983.963379
	Iteration 41Q: 3 clusters Score -567470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -567472.750000 Penalty: 2983.963379
	Iteration 42Q: 3 clusters Score -567472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -567474.375000 Penalty: 2983.963379
	Iteration 43Q: 3 clusters Score -567474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -567476.000000 Penalty: 2983.963379
	Iteration 44Q: 3 clusters Score -567476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -567480.062500 Penalty: 2983.963379
	Iteration 45Q: 3 clusters Score -567480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -567483.187500 Penalty: 2983.963379
	Iteration 46Q: 3 clusters Score -567483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -567485.875000 Penalty: 2983.963379
	Iteration 47Q: 3 clusters Score -567485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -567488.000000 Penalty: 2983.963379
	Iteration 48Q: 3 clusters Score -567488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -567489.250000 Penalty: 2983.963379
	Iteration 49Q: 3 clusters Score -567489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -567490.500000 Penalty: 2983.963379
	Iteration 50Q: 3 clusters Score -567490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -567490.500000 Penalty: 2983.963379
	Iteration 51Q: 3 clusters Score -567490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -567490.750000 Penalty: 2983.963379
	Iteration 52Q: 3 clusters Score -567490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -567489.812500 Penalty: 2983.963379
	Iteration 53Q: 3 clusters Score -567489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -567489.812500 Penalty: 2983.963379
	Iteration 54F: 3 clusters Score -567489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -99028.906250 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -99028.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -97009.414062 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -97009.41 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97486.601562 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -97486.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -97604.734375 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -97604.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -97677.453125 Penalty: 2470.942627
	Iteration 3Q: 3 clusters Score -97677.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97733.023438 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -97733.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97780.703125 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -97780.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -97822.210938 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -97822.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97855.093750 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -97855.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97899.375000 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -97899.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -97953.640625 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -97953.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -98002.695312 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -98002.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98029.031250 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -98029.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -98052.031250 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -98052.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -98076.570312 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -98076.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98094.914062 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -98094.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98115.257812 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -98115.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -98127.632812 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -98127.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98134.359375 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -98134.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -98140.492188 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -98140.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -98145.804688 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -98145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -98151.281250 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -98151.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -98156.593750 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -98156.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98164.578125 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -98164.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -98173.359375 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -98173.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -98176.507812 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -98176.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98177.835938 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -98177.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -98179.976562 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -98179.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -98181.804688 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -98181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -98182.734375 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -98182.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -98183.585938 Penalty: 2470.942627
	Iteration 29Q: 3 clusters Score -98183.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -98184.562500 Penalty: 2470.942627
	Iteration 30Q: 3 clusters Score -98184.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -98185.960938 Penalty: 2470.942627
	Iteration 31Q: 3 clusters Score -98185.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -98187.945312 Penalty: 2470.942627
	Iteration 32Q: 3 clusters Score -98187.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -98188.781250 Penalty: 2470.942627
	Iteration 33Q: 3 clusters Score -98188.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -98188.945312 Penalty: 2470.942627
	Iteration 34Q: 3 clusters Score -98188.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -98189.992188 Penalty: 2470.942627
	Iteration 35Q: 3 clusters Score -98189.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98191.132812 Penalty: 2470.942627
	Iteration 36Q: 3 clusters Score -98191.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -98193.828125 Penalty: 2470.942627
	Iteration 37Q: 3 clusters Score -98193.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -98195.046875 Penalty: 2470.942627
	Iteration 38Q: 3 clusters Score -98195.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98195.265625 Penalty: 2470.942627
	Iteration 39Q: 3 clusters Score -98195.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98195.265625 Penalty: 2470.942627
	Iteration 40F: 3 clusters Score -98195.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -540742.125000 Penalty: 1481.693726
	Iteration 0F: 2 clusters Score -540742.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -534176.562500 Penalty: 2963.387451
	Iteration 0F: 3 clusters Score -534176.6 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -536415.625000 Penalty: 2963.387451
	Iteration 1F: 3 clusters Score -536415.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -536799.375000 Penalty: 2963.387451
	Iteration 2F: 3 clusters Score -536799.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -537156.000000 Penalty: 2963.387451
	Iteration 3F: 3 clusters Score -537156 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -537500.437500 Penalty: 2963.387451
	Iteration 4F: 3 clusters Score -537500.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -537865.187500 Penalty: 2963.387451
	Iteration 5F: 3 clusters Score -537865.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -538190.750000 Penalty: 2963.387451
	Iteration 6F: 3 clusters Score -538190.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538465.000000 Penalty: 2963.387451
	Iteration 7Q: 3 clusters Score -538465 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -538695.437500 Penalty: 2963.387451
	Iteration 8Q: 3 clusters Score -538695.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -538867.500000 Penalty: 2963.387451
	Iteration 9Q: 3 clusters Score -538867.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -539026.875000 Penalty: 2963.387451
	Iteration 10Q: 3 clusters Score -539026.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -539175.437500 Penalty: 2963.387451
	Iteration 11Q: 3 clusters Score -539175.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -539320.187500 Penalty: 2963.387451
	Iteration 12Q: 3 clusters Score -539320.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -539445.125000 Penalty: 2963.387451
	Iteration 13Q: 3 clusters Score -539445.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -539553.937500 Penalty: 2963.387451
	Iteration 14Q: 3 clusters Score -539553.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -539612.375000 Penalty: 2963.387451
	Iteration 15Q: 3 clusters Score -539612.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -539655.750000 Penalty: 2963.387451
	Iteration 16Q: 3 clusters Score -539655.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -539685.750000 Penalty: 2963.387451
	Iteration 17Q: 3 clusters Score -539685.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -539703.000000 Penalty: 2963.387451
	Iteration 18Q: 3 clusters Score -539703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -539720.625000 Penalty: 2963.387451
	Iteration 19Q: 3 clusters Score -539720.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -539729.125000 Penalty: 2963.387451
	Iteration 20F: 3 clusters Score -539729.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -539733.937500 Penalty: 2963.387451
	Iteration 21Q: 3 clusters Score -539733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -539737.875000 Penalty: 2963.387451
	Iteration 22Q: 3 clusters Score -539737.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -539740.812500 Penalty: 2963.387451
	Iteration 23Q: 3 clusters Score -539740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -539743.625000 Penalty: 2963.387451
	Iteration 24Q: 3 clusters Score -539743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -539749.062500 Penalty: 2963.387451
	Iteration 25Q: 3 clusters Score -539749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -539754.250000 Penalty: 2963.387451
	Iteration 26Q: 3 clusters Score -539754.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -539755.187500 Penalty: 2963.387451
	Iteration 27Q: 3 clusters Score -539755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -539758.875000 Penalty: 2963.387451
	Iteration 28Q: 3 clusters Score -539758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -539761.687500 Penalty: 2963.387451
	Iteration 29Q: 3 clusters Score -539761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -539764.437500 Penalty: 2963.387451
	Iteration 30Q: 3 clusters Score -539764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -539767.812500 Penalty: 2963.387451
	Iteration 31Q: 3 clusters Score -539767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -539770.812500 Penalty: 2963.387451
	Iteration 32Q: 3 clusters Score -539770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -539774.125000 Penalty: 2963.387451
	Iteration 33Q: 3 clusters Score -539774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -539777.375000 Penalty: 2963.387451
	Iteration 34Q: 3 clusters Score -539777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -539779.625000 Penalty: 2963.387451
	Iteration 35Q: 3 clusters Score -539779.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -539783.937500 Penalty: 2963.387451
	Iteration 36Q: 3 clusters Score -539783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -539785.500000 Penalty: 2963.387451
	Iteration 37Q: 3 clusters Score -539785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -539785.937500 Penalty: 2963.387451
	Iteration 38Q: 3 clusters Score -539785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -539786.625000 Penalty: 2963.387451
	Iteration 39Q: 3 clusters Score -539786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -539788.375000 Penalty: 2963.387451
	Iteration 40F: 3 clusters Score -539788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -539789.062500 Penalty: 2963.387451
	Iteration 41Q: 3 clusters Score -539789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -539789.875000 Penalty: 2963.387451
	Iteration 42Q: 3 clusters Score -539789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -539789.875000 Penalty: 2963.387451
	Iteration 43F: 3 clusters Score -539789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -98920.234375 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -98920.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -96872.375000 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -96872.38 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97286.359375 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -97286.36 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97408.929688 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -97408.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97486.171875 Penalty: 2464.720947
	Iteration 3F: 3 clusters Score -97486.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97533.718750 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -97533.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -97568.070312 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -97568.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -97599.015625 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -97599.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -97624.070312 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -97624.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -97643.335938 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -97643.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -97660.507812 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -97660.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97675.343750 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -97675.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -97682.773438 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -97682.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -97692.093750 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -97692.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -97698.906250 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -97698.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -97705.500000 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -97705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -97709.960938 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -97709.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -97714.890625 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -97714.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -97720.031250 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -97720.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -97724.593750 Penalty: 2464.720947
	Iteration 18Q: 3 clusters Score -97724.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -97727.679688 Penalty: 2464.720947
	Iteration 19Q: 3 clusters Score -97727.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -97730.187500 Penalty: 2464.720947
	Iteration 20F: 3 clusters Score -97730.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -97731.031250 Penalty: 2464.720947
	Iteration 21Q: 3 clusters Score -97731.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -97731.867188 Penalty: 2464.720947
	Iteration 22Q: 3 clusters Score -97731.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -97731.937500 Penalty: 2464.720947
	Iteration 23Q: 3 clusters Score -97731.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -97732.343750 Penalty: 2464.720947
	Iteration 24Q: 3 clusters Score -97732.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97732.648438 Penalty: 2464.720947
	Iteration 25Q: 3 clusters Score -97732.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97733.726562 Penalty: 2464.720947
	Iteration 26Q: 3 clusters Score -97733.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97735.843750 Penalty: 2464.720947
	Iteration 27Q: 3 clusters Score -97735.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -97738.375000 Penalty: 2464.720947
	Iteration 28Q: 3 clusters Score -97738.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -97741.710938 Penalty: 2464.720947
	Iteration 29Q: 3 clusters Score -97741.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -97744.906250 Penalty: 2464.720947
	Iteration 30Q: 3 clusters Score -97744.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -97748.867188 Penalty: 2464.720947
	Iteration 31Q: 3 clusters Score -97748.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -97752.203125 Penalty: 2464.720947
	Iteration 32Q: 3 clusters Score -97752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -97755.593750 Penalty: 2464.720947
	Iteration 33Q: 3 clusters Score -97755.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -97757.703125 Penalty: 2464.720947
	Iteration 34Q: 3 clusters Score -97757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -97758.539062 Penalty: 2464.720947
	Iteration 35Q: 3 clusters Score -97758.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -97759.476562 Penalty: 2464.720947
	Iteration 36Q: 3 clusters Score -97759.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -97760.351562 Penalty: 2464.720947
	Iteration 37Q: 3 clusters Score -97760.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -97761.539062 Penalty: 2464.720947
	Iteration 38Q: 3 clusters Score -97761.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -97762.132812 Penalty: 2464.720947
	Iteration 39Q: 3 clusters Score -97762.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -97762.976562 Penalty: 2464.720947
	Iteration 40F: 3 clusters Score -97762.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -97763.867188 Penalty: 2464.720947
	Iteration 41Q: 3 clusters Score -97763.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -97763.867188 Penalty: 2464.720947
	Iteration 42F: 3 clusters Score -97763.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -91667.296875 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -91667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89873.281250 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -89873.28 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90241.515625 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -90241.52 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90331.210938 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -90331.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90372.062500 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -90372.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -90403.039062 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -90403.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90420.789062 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -90420.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90435.914062 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -90435.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90446.101562 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -90446.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90458.945312 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -90458.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90471.617188 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -90471.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90484.125000 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -90484.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -90494.757812 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -90494.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -90500.031250 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -90500.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90504.085938 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -90504.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -90511.648438 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -90511.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90518.351562 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -90518.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -90523.921875 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -90523.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -90527.351562 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -90527.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -90528.351562 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -90528.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -90529.039062 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -90529.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90529.218750 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -90529.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -90529.765625 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -90529.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90530.093750 Penalty: 2377.446045
	Iteration 22Q: 3 clusters Score -90530.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90530.531250 Penalty: 2377.446045
	Iteration 23Q: 3 clusters Score -90530.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90531.335938 Penalty: 2377.446045
	Iteration 24Q: 3 clusters Score -90531.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90532.234375 Penalty: 2377.446045
	Iteration 25Q: 3 clusters Score -90532.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90532.375000 Penalty: 2377.446045
	Iteration 26Q: 3 clusters Score -90532.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90532.500000 Penalty: 2377.446045
	Iteration 27Q: 3 clusters Score -90532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -90533.140625 Penalty: 2377.446045
	Iteration 28Q: 3 clusters Score -90533.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90534.179688 Penalty: 2377.446045
	Iteration 29Q: 3 clusters Score -90534.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -90536.148438 Penalty: 2377.446045
	Iteration 30Q: 3 clusters Score -90536.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90540.882812 Penalty: 2377.446045
	Iteration 31Q: 3 clusters Score -90540.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90547.593750 Penalty: 2377.446045
	Iteration 32Q: 3 clusters Score -90547.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90554.250000 Penalty: 2377.446045
	Iteration 33Q: 3 clusters Score -90554.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90565.796875 Penalty: 2377.446045
	Iteration 34Q: 3 clusters Score -90565.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -90572.601562 Penalty: 2377.446045
	Iteration 35Q: 3 clusters Score -90572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -90582.484375 Penalty: 2377.446045
	Iteration 36Q: 3 clusters Score -90582.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -90593.429688 Penalty: 2377.446045
	Iteration 37Q: 3 clusters Score -90593.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90601.257812 Penalty: 2377.446045
	Iteration 38Q: 3 clusters Score -90601.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90612.843750 Penalty: 2377.446045
	Iteration 39Q: 3 clusters Score -90612.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90620.648438 Penalty: 2377.446045
	Iteration 40F: 3 clusters Score -90620.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -90631.750000 Penalty: 2377.446045
	Iteration 41Q: 3 clusters Score -90631.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -90642.421875 Penalty: 2377.446045
	Iteration 42Q: 3 clusters Score -90642.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -90651.578125 Penalty: 2377.446045
	Iteration 43Q: 3 clusters Score -90651.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -90668.546875 Penalty: 2377.446045
	Iteration 44Q: 3 clusters Score -90668.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -90697.164062 Penalty: 2377.446045
	Iteration 45Q: 3 clusters Score -90697.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -90740.312500 Penalty: 2377.446045
	Iteration 46Q: 3 clusters Score -90740.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -90813.835938 Penalty: 2377.446045
	Iteration 47Q: 3 clusters Score -90813.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -90979.398438 Penalty: 2377.446045
	Iteration 48Q: 3 clusters Score -90979.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91192.882812 Penalty: 2377.446045
	Iteration 49Q: 3 clusters Score -91192.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -91356.664062 Penalty: 2377.446045
	Iteration 50F: 3 clusters Score -91356.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91469.875000 Penalty: 2377.446045
	Iteration 51Q: 3 clusters Score -91469.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91546.859375 Penalty: 2377.446045
	Iteration 52Q: 3 clusters Score -91546.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91585.179688 Penalty: 2377.446045
	Iteration 53Q: 3 clusters Score -91585.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91605.914062 Penalty: 2377.446045
	Iteration 54Q: 3 clusters Score -91605.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91621.164062 Penalty: 2377.446045
	Iteration 55Q: 3 clusters Score -91621.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91630.132812 Penalty: 2377.446045
	Iteration 56Q: 3 clusters Score -91630.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91638.671875 Penalty: 2377.446045
	Iteration 57Q: 3 clusters Score -91638.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91639.984375 Penalty: 2377.446045
	Iteration 58Q: 3 clusters Score -91639.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91640.601562 Penalty: 2377.446045
	Iteration 59Q: 3 clusters Score -91640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91640.601562 Penalty: 2377.446045
	Iteration 60F: 3 clusters Score -91640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -130170.515625 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -130170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -127817.812500 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -127817.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -128336.960938 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -128337 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -128483.078125 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -128483.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128576.695312 Penalty: 2539.154297
	Iteration 3F: 3 clusters Score -128576.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -128637.625000 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -128637.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128679.156250 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -128679.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -128702.101562 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -128702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -128720.328125 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -128720.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -128734.046875 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -128734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -128747.062500 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -128747.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -128759.593750 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -128759.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -128778.171875 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -128778.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -128789.945312 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -128789.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -128801.593750 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -128801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -128810.562500 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -128810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -128817.429688 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -128817.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128825.468750 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -128825.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128835.953125 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -128836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -128843.804688 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -128843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128851.453125 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -128851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128857.078125 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -128857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128861.703125 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -128861.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128869.687500 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -128869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128878.476562 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -128878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128886.375000 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -128886.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128891.656250 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -128891.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128899.617188 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -128899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128909.445312 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -128909.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128917.773438 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -128917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128927.843750 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -128927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128933.820312 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -128933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128943.007812 Penalty: 2539.154297
	Iteration 31Q: 3 clusters Score -128943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128952.445312 Penalty: 2539.154297
	Iteration 32Q: 3 clusters Score -128952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128957.476562 Penalty: 2539.154297
	Iteration 33Q: 3 clusters Score -128957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128963.296875 Penalty: 2539.154297
	Iteration 34Q: 3 clusters Score -128963.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128970.445312 Penalty: 2539.154297
	Iteration 35Q: 3 clusters Score -128970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128972.148438 Penalty: 2539.154297
	Iteration 36Q: 3 clusters Score -128972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128973.046875 Penalty: 2539.154297
	Iteration 37Q: 3 clusters Score -128973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128974.031250 Penalty: 2539.154297
	Iteration 38Q: 3 clusters Score -128974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128976.921875 Penalty: 2539.154297
	Iteration 39Q: 3 clusters Score -128976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128981.703125 Penalty: 2539.154297
	Iteration 40F: 3 clusters Score -128981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128985.765625 Penalty: 2539.154297
	Iteration 41Q: 3 clusters Score -128985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128986.445312 Penalty: 2539.154297
	Iteration 42Q: 3 clusters Score -128986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128987.007812 Penalty: 2539.154297
	Iteration 43Q: 3 clusters Score -128987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128987.742188 Penalty: 2539.154297
	Iteration 44Q: 3 clusters Score -128987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128989.742188 Penalty: 2539.154297
	Iteration 45Q: 3 clusters Score -128989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128990.492188 Penalty: 2539.154297
	Iteration 46Q: 3 clusters Score -128990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128990.851562 Penalty: 2539.154297
	Iteration 47Q: 3 clusters Score -128990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128991.460938 Penalty: 2539.154297
	Iteration 48Q: 3 clusters Score -128991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128991.460938 Penalty: 2539.154297
	Iteration 49F: 3 clusters Score -128991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -445984.593750 Penalty: 1458.251953
	Iteration 0F: 2 clusters Score -445984.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -440206.062500 Penalty: 2916.503906
	Iteration 0F: 3 clusters Score -440206.1 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -441924.750000 Penalty: 2916.503906
	Iteration 1F: 3 clusters Score -441924.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -442169.218750 Penalty: 2916.503906
	Iteration 2F: 3 clusters Score -442169.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -442392.312500 Penalty: 2916.503906
	Iteration 3F: 3 clusters Score -442392.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -442617.437500 Penalty: 2916.503906
	Iteration 4Q: 3 clusters Score -442617.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -442813.968750 Penalty: 2916.503906
	Iteration 5Q: 3 clusters Score -442814 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -442990.281250 Penalty: 2916.503906
	Iteration 6Q: 3 clusters Score -442990.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -443146.437500 Penalty: 2916.503906
	Iteration 7Q: 3 clusters Score -443146.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -443286.125000 Penalty: 2916.503906
	Iteration 8Q: 3 clusters Score -443286.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -443415.156250 Penalty: 2916.503906
	Iteration 9Q: 3 clusters Score -443415.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -443541.218750 Penalty: 2916.503906
	Iteration 10Q: 3 clusters Score -443541.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -443674.781250 Penalty: 2916.503906
	Iteration 11Q: 3 clusters Score -443674.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -443817.625000 Penalty: 2916.503906
	Iteration 12Q: 3 clusters Score -443817.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -443990.343750 Penalty: 2916.503906
	Iteration 13Q: 3 clusters Score -443990.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -444163.406250 Penalty: 2916.503906
	Iteration 14Q: 3 clusters Score -444163.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -444319.125000 Penalty: 2916.503906
	Iteration 15Q: 3 clusters Score -444319.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -444469.000000 Penalty: 2916.503906
	Iteration 16Q: 3 clusters Score -444469 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -444613.281250 Penalty: 2916.503906
	Iteration 17Q: 3 clusters Score -444613.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -444720.031250 Penalty: 2916.503906
	Iteration 18Q: 3 clusters Score -444720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -444791.375000 Penalty: 2916.503906
	Iteration 19Q: 3 clusters Score -444791.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -444857.218750 Penalty: 2916.503906
	Iteration 20F: 3 clusters Score -444857.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -444934.093750 Penalty: 2916.503906
	Iteration 21Q: 3 clusters Score -444934.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -444992.031250 Penalty: 2916.503906
	Iteration 22Q: 3 clusters Score -444992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -445039.031250 Penalty: 2916.503906
	Iteration 23Q: 3 clusters Score -445039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -445064.031250 Penalty: 2916.503906
	Iteration 24Q: 3 clusters Score -445064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -445090.093750 Penalty: 2916.503906
	Iteration 25Q: 3 clusters Score -445090.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -445113.968750 Penalty: 2916.503906
	Iteration 26Q: 3 clusters Score -445114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -445136.781250 Penalty: 2916.503906
	Iteration 27Q: 3 clusters Score -445136.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -445157.593750 Penalty: 2916.503906
	Iteration 28Q: 3 clusters Score -445157.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -445172.218750 Penalty: 2916.503906
	Iteration 29Q: 3 clusters Score -445172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -445184.156250 Penalty: 2916.503906
	Iteration 30Q: 3 clusters Score -445184.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -445193.312500 Penalty: 2916.503906
	Iteration 31Q: 3 clusters Score -445193.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -445199.250000 Penalty: 2916.503906
	Iteration 32Q: 3 clusters Score -445199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -445203.593750 Penalty: 2916.503906
	Iteration 33Q: 3 clusters Score -445203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -445210.437500 Penalty: 2916.503906
	Iteration 34Q: 3 clusters Score -445210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -445214.625000 Penalty: 2916.503906
	Iteration 35Q: 3 clusters Score -445214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -445216.843750 Penalty: 2916.503906
	Iteration 36Q: 3 clusters Score -445216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -445219.562500 Penalty: 2916.503906
	Iteration 37Q: 3 clusters Score -445219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -445224.187500 Penalty: 2916.503906
	Iteration 38Q: 3 clusters Score -445224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -445226.968750 Penalty: 2916.503906
	Iteration 39Q: 3 clusters Score -445227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -445231.625000 Penalty: 2916.503906
	Iteration 40F: 3 clusters Score -445231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -445233.562500 Penalty: 2916.503906
	Iteration 41Q: 3 clusters Score -445233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -445234.812500 Penalty: 2916.503906
	Iteration 42Q: 3 clusters Score -445234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -445235.187500 Penalty: 2916.503906
	Iteration 43Q: 3 clusters Score -445235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -445235.656250 Penalty: 2916.503906
	Iteration 44Q: 3 clusters Score -445235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -445236.375000 Penalty: 2916.503906
	Iteration 45Q: 3 clusters Score -445236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -445238.093750 Penalty: 2916.503906
	Iteration 46Q: 3 clusters Score -445238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -445238.593750 Penalty: 2916.503906
	Iteration 47Q: 3 clusters Score -445238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -445238.593750 Penalty: 2916.503906
	Iteration 48F: 3 clusters Score -445238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -381728.312500 Penalty: 1430.067383
	Iteration 0F: 2 clusters Score -381728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -376670.000000 Penalty: 2860.134766
	Iteration 0F: 3 clusters Score -376670 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -378193.500000 Penalty: 2860.134766
	Iteration 1F: 3 clusters Score -378193.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -378417.156250 Penalty: 2860.134766
	Iteration 2F: 3 clusters Score -378417.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -378585.625000 Penalty: 2860.134766
	Iteration 3F: 3 clusters Score -378585.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -378725.187500 Penalty: 2860.134766
	Iteration 4Q: 3 clusters Score -378725.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -378859.875000 Penalty: 2860.134766
	Iteration 5Q: 3 clusters Score -378859.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -379009.250000 Penalty: 2860.134766
	Iteration 6Q: 3 clusters Score -379009.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -379184.656250 Penalty: 2860.134766
	Iteration 7Q: 3 clusters Score -379184.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -379384.218750 Penalty: 2860.134766
	Iteration 8Q: 3 clusters Score -379384.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -379561.031250 Penalty: 2860.134766
	Iteration 9Q: 3 clusters Score -379561 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -379711.093750 Penalty: 2860.134766
	Iteration 10Q: 3 clusters Score -379711.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -379836.812500 Penalty: 2860.134766
	Iteration 11Q: 3 clusters Score -379836.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -379961.562500 Penalty: 2860.134766
	Iteration 12Q: 3 clusters Score -379961.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -380067.000000 Penalty: 2860.134766
	Iteration 13Q: 3 clusters Score -380067 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -380170.625000 Penalty: 2860.134766
	Iteration 14Q: 3 clusters Score -380170.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -380267.500000 Penalty: 2860.134766
	Iteration 15Q: 3 clusters Score -380267.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -380338.593750 Penalty: 2860.134766
	Iteration 16Q: 3 clusters Score -380338.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -380397.468750 Penalty: 2860.134766
	Iteration 17Q: 3 clusters Score -380397.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -380446.312500 Penalty: 2860.134766
	Iteration 18Q: 3 clusters Score -380446.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -380487.750000 Penalty: 2860.134766
	Iteration 19Q: 3 clusters Score -380487.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -380512.500000 Penalty: 2860.134766
	Iteration 20F: 3 clusters Score -380512.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -380530.375000 Penalty: 2860.134766
	Iteration 21Q: 3 clusters Score -380530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -380541.343750 Penalty: 2860.134766
	Iteration 22Q: 3 clusters Score -380541.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -380548.812500 Penalty: 2860.134766
	Iteration 23Q: 3 clusters Score -380548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -380554.343750 Penalty: 2860.134766
	Iteration 24Q: 3 clusters Score -380554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -380558.031250 Penalty: 2860.134766
	Iteration 25Q: 3 clusters Score -380558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -380561.437500 Penalty: 2860.134766
	Iteration 26Q: 3 clusters Score -380561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -380568.125000 Penalty: 2860.134766
	Iteration 27Q: 3 clusters Score -380568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -380570.906250 Penalty: 2860.134766
	Iteration 28Q: 3 clusters Score -380570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -380575.156250 Penalty: 2860.134766
	Iteration 29Q: 3 clusters Score -380575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -380577.437500 Penalty: 2860.134766
	Iteration 30Q: 3 clusters Score -380577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -380578.906250 Penalty: 2860.134766
	Iteration 31Q: 3 clusters Score -380578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -380582.625000 Penalty: 2860.134766
	Iteration 32Q: 3 clusters Score -380582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -380586.218750 Penalty: 2860.134766
	Iteration 33Q: 3 clusters Score -380586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -380589.093750 Penalty: 2860.134766
	Iteration 34Q: 3 clusters Score -380589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -380592.531250 Penalty: 2860.134766
	Iteration 35Q: 3 clusters Score -380592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -380593.875000 Penalty: 2860.134766
	Iteration 36Q: 3 clusters Score -380593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -380594.468750 Penalty: 2860.134766
	Iteration 37Q: 3 clusters Score -380594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -380598.750000 Penalty: 2860.134766
	Iteration 38Q: 3 clusters Score -380598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -380600.281250 Penalty: 2860.134766
	Iteration 39Q: 3 clusters Score -380600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -380601.218750 Penalty: 2860.134766
	Iteration 40F: 3 clusters Score -380601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -380602.406250 Penalty: 2860.134766
	Iteration 41Q: 3 clusters Score -380602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -380605.000000 Penalty: 2860.134766
	Iteration 42Q: 3 clusters Score -380605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -380604.468750 Penalty: 2860.134766
	Iteration 43Q: 3 clusters Score -380604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -380604.468750 Penalty: 2860.134766
	Iteration 44F: 3 clusters Score -380604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -164830.171875 Penalty: 1281.243652
	Iteration 0F: 2 clusters Score -164830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -162303.234375 Penalty: 2562.487305
	Iteration 0F: 3 clusters Score -162303.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -162868.828125 Penalty: 2562.487305
	Iteration 1F: 3 clusters Score -162868.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -163020.312500 Penalty: 2562.487305
	Iteration 2F: 3 clusters Score -163020.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -163109.703125 Penalty: 2562.487305
	Iteration 3F: 3 clusters Score -163109.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -163166.203125 Penalty: 2562.487305
	Iteration 4Q: 3 clusters Score -163166.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -163209.812500 Penalty: 2562.487305
	Iteration 5Q: 3 clusters Score -163209.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -163241.906250 Penalty: 2562.487305
	Iteration 6Q: 3 clusters Score -163241.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -163270.218750 Penalty: 2562.487305
	Iteration 7Q: 3 clusters Score -163270.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -163298.625000 Penalty: 2562.487305
	Iteration 8Q: 3 clusters Score -163298.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -163321.031250 Penalty: 2562.487305
	Iteration 9Q: 3 clusters Score -163321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -163344.265625 Penalty: 2562.487305
	Iteration 10Q: 3 clusters Score -163344.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -163365.453125 Penalty: 2562.487305
	Iteration 11Q: 3 clusters Score -163365.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163383.406250 Penalty: 2562.487305
	Iteration 12Q: 3 clusters Score -163383.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -163398.343750 Penalty: 2562.487305
	Iteration 13Q: 3 clusters Score -163398.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -163412.140625 Penalty: 2562.487305
	Iteration 14Q: 3 clusters Score -163412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -163422.875000 Penalty: 2562.487305
	Iteration 15Q: 3 clusters Score -163422.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -163429.515625 Penalty: 2562.487305
	Iteration 16Q: 3 clusters Score -163429.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163441.937500 Penalty: 2562.487305
	Iteration 17Q: 3 clusters Score -163441.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -163453.562500 Penalty: 2562.487305
	Iteration 18Q: 3 clusters Score -163453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -163458.921875 Penalty: 2562.487305
	Iteration 19Q: 3 clusters Score -163458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163463.265625 Penalty: 2562.487305
	Iteration 20F: 3 clusters Score -163463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163466.187500 Penalty: 2562.487305
	Iteration 21Q: 3 clusters Score -163466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163468.734375 Penalty: 2562.487305
	Iteration 22Q: 3 clusters Score -163468.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163470.843750 Penalty: 2562.487305
	Iteration 23Q: 3 clusters Score -163470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163473.187500 Penalty: 2562.487305
	Iteration 24Q: 3 clusters Score -163473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -163475.312500 Penalty: 2562.487305
	Iteration 25Q: 3 clusters Score -163475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163477.234375 Penalty: 2562.487305
	Iteration 26Q: 3 clusters Score -163477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -163477.937500 Penalty: 2562.487305
	Iteration 27Q: 3 clusters Score -163477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -163478.937500 Penalty: 2562.487305
	Iteration 28Q: 3 clusters Score -163478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -163479.156250 Penalty: 2562.487305
	Iteration 29Q: 3 clusters Score -163479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163479.562500 Penalty: 2562.487305
	Iteration 30Q: 3 clusters Score -163479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -163480.234375 Penalty: 2562.487305
	Iteration 31Q: 3 clusters Score -163480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163481.312500 Penalty: 2562.487305
	Iteration 32Q: 3 clusters Score -163481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -163481.546875 Penalty: 2562.487305
	Iteration 33Q: 3 clusters Score -163481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163482.203125 Penalty: 2562.487305
	Iteration 34Q: 3 clusters Score -163482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -163482.718750 Penalty: 2562.487305
	Iteration 35Q: 3 clusters Score -163482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -163483.750000 Penalty: 2562.487305
	Iteration 36Q: 3 clusters Score -163483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -163484.890625 Penalty: 2562.487305
	Iteration 37Q: 3 clusters Score -163484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -163485.343750 Penalty: 2562.487305
	Iteration 38Q: 3 clusters Score -163485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -163486.437500 Penalty: 2562.487305
	Iteration 39Q: 3 clusters Score -163486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -163486.671875 Penalty: 2562.487305
	Iteration 40F: 3 clusters Score -163486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -163487.203125 Penalty: 2562.487305
	Iteration 41Q: 3 clusters Score -163487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -163487.187500 Penalty: 2562.487305
	Iteration 42Q: 3 clusters Score -163487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -163487.187500 Penalty: 2562.487305
	Iteration 43F: 3 clusters Score -163487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -692241.875000 Penalty: 1520.588379
	Iteration 0F: 2 clusters Score -692241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -683980.187500 Penalty: 3041.176758
	Iteration 0F: 3 clusters Score -683980.2 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -686716.312500 Penalty: 3041.176758
	Iteration 1F: 3 clusters Score -686716.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -687091.000000 Penalty: 3041.176758
	Iteration 2F: 3 clusters Score -687091 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -687461.687500 Penalty: 3041.176758
	Iteration 3F: 3 clusters Score -687461.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -687865.062500 Penalty: 3041.176758
	Iteration 4F: 3 clusters Score -687865.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -688264.500000 Penalty: 3041.176758
	Iteration 5F: 3 clusters Score -688264.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -688573.062500 Penalty: 3041.176758
	Iteration 6Q: 3 clusters Score -688573.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -688865.875000 Penalty: 3041.176758
	Iteration 7Q: 3 clusters Score -688865.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -689120.000000 Penalty: 3041.176758
	Iteration 8Q: 3 clusters Score -689120 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -689348.812500 Penalty: 3041.176758
	Iteration 9Q: 3 clusters Score -689348.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -689544.812500 Penalty: 3041.176758
	Iteration 10Q: 3 clusters Score -689544.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -689740.687500 Penalty: 3041.176758
	Iteration 11Q: 3 clusters Score -689740.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -689919.750000 Penalty: 3041.176758
	Iteration 12Q: 3 clusters Score -689919.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -690080.125000 Penalty: 3041.176758
	Iteration 13Q: 3 clusters Score -690080.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -690215.687500 Penalty: 3041.176758
	Iteration 14Q: 3 clusters Score -690215.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -690371.250000 Penalty: 3041.176758
	Iteration 15Q: 3 clusters Score -690371.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -690490.812500 Penalty: 3041.176758
	Iteration 16Q: 3 clusters Score -690490.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -690577.875000 Penalty: 3041.176758
	Iteration 17Q: 3 clusters Score -690577.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -690648.937500 Penalty: 3041.176758
	Iteration 18Q: 3 clusters Score -690648.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -690700.062500 Penalty: 3041.176758
	Iteration 19Q: 3 clusters Score -690700.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -690728.375000 Penalty: 3041.176758
	Iteration 20F: 3 clusters Score -690728.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -690751.062500 Penalty: 3041.176758
	Iteration 21Q: 3 clusters Score -690751.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -690770.687500 Penalty: 3041.176758
	Iteration 22Q: 3 clusters Score -690770.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -690781.250000 Penalty: 3041.176758
	Iteration 23Q: 3 clusters Score -690781.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -690793.125000 Penalty: 3041.176758
	Iteration 24Q: 3 clusters Score -690793.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -690797.250000 Penalty: 3041.176758
	Iteration 25Q: 3 clusters Score -690797.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -690805.687500 Penalty: 3041.176758
	Iteration 26Q: 3 clusters Score -690805.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -690813.875000 Penalty: 3041.176758
	Iteration 27Q: 3 clusters Score -690813.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -690818.875000 Penalty: 3041.176758
	Iteration 28Q: 3 clusters Score -690818.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -690821.250000 Penalty: 3041.176758
	Iteration 29Q: 3 clusters Score -690821.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -690823.250000 Penalty: 3041.176758
	Iteration 30Q: 3 clusters Score -690823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -690827.000000 Penalty: 3041.176758
	Iteration 31Q: 3 clusters Score -690827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -690830.437500 Penalty: 3041.176758
	Iteration 32Q: 3 clusters Score -690830.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -690833.187500 Penalty: 3041.176758
	Iteration 33Q: 3 clusters Score -690833.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -690834.437500 Penalty: 3041.176758
	Iteration 34Q: 3 clusters Score -690834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -690837.562500 Penalty: 3041.176758
	Iteration 35Q: 3 clusters Score -690837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -690841.000000 Penalty: 3041.176758
	Iteration 36Q: 3 clusters Score -690841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -690842.000000 Penalty: 3041.176758
	Iteration 37Q: 3 clusters Score -690842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -690842.625000 Penalty: 3041.176758
	Iteration 38Q: 3 clusters Score -690842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -690840.250000 Penalty: 3041.176758
	Iteration 39Q: 3 clusters Score -690840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -690840.437500 Penalty: 3041.176758
	Iteration 40F: 3 clusters Score -690840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -690840.500000 Penalty: 3041.176758
	Iteration 41Q: 3 clusters Score -690840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -690842.687500 Penalty: 3041.176758
	Iteration 42Q: 3 clusters Score -690842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -690845.125000 Penalty: 3041.176758
	Iteration 43Q: 3 clusters Score -690845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -690845.500000 Penalty: 3041.176758
	Iteration 44Q: 3 clusters Score -690845.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -690848.250000 Penalty: 3041.176758
	Iteration 45Q: 3 clusters Score -690848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -690847.062500 Penalty: 3041.176758
	Iteration 46Q: 3 clusters Score -690847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -690849.562500 Penalty: 3041.176758
	Iteration 47Q: 3 clusters Score -690849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -690851.062500 Penalty: 3041.176758
	Iteration 48Q: 3 clusters Score -690851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -690851.000000 Penalty: 3041.176758
	Iteration 49Q: 3 clusters Score -690851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -690853.937500 Penalty: 3041.176758
	Iteration 50Q: 3 clusters Score -690853.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -690856.187500 Penalty: 3041.176758
	Iteration 51Q: 3 clusters Score -690856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -690856.625000 Penalty: 3041.176758
	Iteration 52Q: 3 clusters Score -690856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -690861.187500 Penalty: 3041.176758
	Iteration 53Q: 3 clusters Score -690861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -690864.062500 Penalty: 3041.176758
	Iteration 54Q: 3 clusters Score -690864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -690864.187500 Penalty: 3041.176758
	Iteration 55Q: 3 clusters Score -690864.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -690865.500000 Penalty: 3041.176758
	Iteration 56Q: 3 clusters Score -690865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -690864.500000 Penalty: 3041.176758
	Iteration 57Q: 3 clusters Score -690864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -690864.875000 Penalty: 3041.176758
	Iteration 58Q: 3 clusters Score -690864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -690865.312500 Penalty: 3041.176758
	Iteration 59Q: 3 clusters Score -690865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -690866.750000 Penalty: 3041.176758
	Iteration 60F: 3 clusters Score -690866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -690867.312500 Penalty: 3041.176758
	Iteration 61Q: 3 clusters Score -690867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -690866.625000 Penalty: 3041.176758
	Iteration 62Q: 3 clusters Score -690866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -690866.562500 Penalty: 3041.176758
	Iteration 63Q: 3 clusters Score -690866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -690866.562500 Penalty: 3041.176758
	Iteration 64F: 3 clusters Score -690866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -243412.078125 Penalty: 1346.805176
	Iteration 0F: 2 clusters Score -243412.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -240091.828125 Penalty: 2693.610352
	Iteration 0F: 3 clusters Score -240091.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -240996.218750 Penalty: 2693.610352
	Iteration 1F: 3 clusters Score -240996.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -241184.718750 Penalty: 2693.610352
	Iteration 2F: 3 clusters Score -241184.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241308.625000 Penalty: 2693.610352
	Iteration 3F: 3 clusters Score -241308.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -241415.281250 Penalty: 2693.610352
	Iteration 4Q: 3 clusters Score -241415.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -241535.875000 Penalty: 2693.610352
	Iteration 5Q: 3 clusters Score -241535.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241660.718750 Penalty: 2693.610352
	Iteration 6Q: 3 clusters Score -241660.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -241784.796875 Penalty: 2693.610352
	Iteration 7Q: 3 clusters Score -241784.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -241889.437500 Penalty: 2693.610352
	Iteration 8Q: 3 clusters Score -241889.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -241967.265625 Penalty: 2693.610352
	Iteration 9Q: 3 clusters Score -241967.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -242021.890625 Penalty: 2693.610352
	Iteration 10Q: 3 clusters Score -242021.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -242053.781250 Penalty: 2693.610352
	Iteration 11Q: 3 clusters Score -242053.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -242072.843750 Penalty: 2693.610352
	Iteration 12Q: 3 clusters Score -242072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -242093.640625 Penalty: 2693.610352
	Iteration 13Q: 3 clusters Score -242093.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -242116.687500 Penalty: 2693.610352
	Iteration 14Q: 3 clusters Score -242116.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -242137.000000 Penalty: 2693.610352
	Iteration 15Q: 3 clusters Score -242137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -242154.093750 Penalty: 2693.610352
	Iteration 16Q: 3 clusters Score -242154.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -242161.875000 Penalty: 2693.610352
	Iteration 17Q: 3 clusters Score -242161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -242168.984375 Penalty: 2693.610352
	Iteration 18Q: 3 clusters Score -242169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -242172.953125 Penalty: 2693.610352
	Iteration 19Q: 3 clusters Score -242173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -242178.296875 Penalty: 2693.610352
	Iteration 20F: 3 clusters Score -242178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -242186.656250 Penalty: 2693.610352
	Iteration 21Q: 3 clusters Score -242186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -242190.687500 Penalty: 2693.610352
	Iteration 22Q: 3 clusters Score -242190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -242192.609375 Penalty: 2693.610352
	Iteration 23Q: 3 clusters Score -242192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -242193.390625 Penalty: 2693.610352
	Iteration 24Q: 3 clusters Score -242193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -242196.578125 Penalty: 2693.610352
	Iteration 25Q: 3 clusters Score -242196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -242201.468750 Penalty: 2693.610352
	Iteration 26Q: 3 clusters Score -242201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -242209.296875 Penalty: 2693.610352
	Iteration 27Q: 3 clusters Score -242209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -242213.531250 Penalty: 2693.610352
	Iteration 28Q: 3 clusters Score -242213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -242216.859375 Penalty: 2693.610352
	Iteration 29Q: 3 clusters Score -242216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -242221.546875 Penalty: 2693.610352
	Iteration 30Q: 3 clusters Score -242221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -242226.578125 Penalty: 2693.610352
	Iteration 31Q: 3 clusters Score -242226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -242229.265625 Penalty: 2693.610352
	Iteration 32Q: 3 clusters Score -242229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -242231.296875 Penalty: 2693.610352
	Iteration 33Q: 3 clusters Score -242231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -242233.000000 Penalty: 2693.610352
	Iteration 34Q: 3 clusters Score -242233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -242234.343750 Penalty: 2693.610352
	Iteration 35Q: 3 clusters Score -242234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -242235.593750 Penalty: 2693.610352
	Iteration 36Q: 3 clusters Score -242235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -242235.734375 Penalty: 2693.610352
	Iteration 37Q: 3 clusters Score -242235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -242236.109375 Penalty: 2693.610352
	Iteration 38Q: 3 clusters Score -242236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -242237.062500 Penalty: 2693.610352
	Iteration 39Q: 3 clusters Score -242237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -242238.093750 Penalty: 2693.610352
	Iteration 40F: 3 clusters Score -242238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -242238.671875 Penalty: 2693.610352
	Iteration 41Q: 3 clusters Score -242238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -242240.312500 Penalty: 2693.610352
	Iteration 42Q: 3 clusters Score -242240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -242241.921875 Penalty: 2693.610352
	Iteration 43Q: 3 clusters Score -242241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -242242.875000 Penalty: 2693.610352
	Iteration 44Q: 3 clusters Score -242242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -242242.875000 Penalty: 2693.610352
	Iteration 45F: 3 clusters Score -242242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -70239.242188 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -70239.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -68557.523438 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -68557.52 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -68886.500000 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -68886.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68979.460938 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -68979.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -69033.585938 Penalty: 2350.168213
	Iteration 3Q: 3 clusters Score -69033.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69063.031250 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -69063.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69080.539062 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -69080.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69091.726562 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -69091.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69105.109375 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -69105.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69117.156250 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -69117.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69127.828125 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -69127.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69133.835938 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -69133.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -69138.734375 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -69138.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69143.882812 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -69143.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -69148.031250 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -69148.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69154.375000 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -69154.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69159.664062 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -69159.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69162.656250 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -69162.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69164.437500 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -69164.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69166.101562 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -69166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -69168.421875 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -69168.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69170.593750 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -69170.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69170.906250 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -69170.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69170.906250 Penalty: 2350.168213
	Iteration 22F: 3 clusters Score -69170.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -160863.531250 Penalty: 1282.280518
	Iteration 0F: 2 clusters Score -160863.5 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 1310 members 
Entering Unmasked Estep 
Score: -158348.843750 Penalty: 2564.561035
	Iteration 0F: 3 clusters Score -158348.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -158976.484375 Penalty: 2564.561035
	Iteration 1F: 3 clusters Score -158976.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -159111.031250 Penalty: 2564.561035
	Iteration 2F: 3 clusters Score -159111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -159188.031250 Penalty: 2564.561035
	Iteration 3Q: 3 clusters Score -159188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -159252.750000 Penalty: 2564.561035
	Iteration 4Q: 3 clusters Score -159252.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159313.812500 Penalty: 2564.561035
	Iteration 5Q: 3 clusters Score -159313.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -159354.375000 Penalty: 2564.561035
	Iteration 6Q: 3 clusters Score -159354.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -159385.328125 Penalty: 2564.561035
	Iteration 7Q: 3 clusters Score -159385.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -159411.484375 Penalty: 2564.561035
	Iteration 8Q: 3 clusters Score -159411.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159428.531250 Penalty: 2564.561035
	Iteration 9Q: 3 clusters Score -159428.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159443.968750 Penalty: 2564.561035
	Iteration 10Q: 3 clusters Score -159444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -159451.890625 Penalty: 2564.561035
	Iteration 11Q: 3 clusters Score -159451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159461.015625 Penalty: 2564.561035
	Iteration 12Q: 3 clusters Score -159461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159470.937500 Penalty: 2564.561035
	Iteration 13Q: 3 clusters Score -159470.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159477.953125 Penalty: 2564.561035
	Iteration 14Q: 3 clusters Score -159478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159484.187500 Penalty: 2564.561035
	Iteration 15Q: 3 clusters Score -159484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159490.890625 Penalty: 2564.561035
	Iteration 16Q: 3 clusters Score -159490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159497.078125 Penalty: 2564.561035
	Iteration 17Q: 3 clusters Score -159497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159500.812500 Penalty: 2564.561035
	Iteration 18Q: 3 clusters Score -159500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159503.546875 Penalty: 2564.561035
	Iteration 19Q: 3 clusters Score -159503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159507.265625 Penalty: 2564.561035
	Iteration 20F: 3 clusters Score -159507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159508.515625 Penalty: 2564.561035
	Iteration 21Q: 3 clusters Score -159508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159510.093750 Penalty: 2564.561035
	Iteration 22Q: 3 clusters Score -159510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159515.453125 Penalty: 2564.561035
	Iteration 23Q: 3 clusters Score -159515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159520.625000 Penalty: 2564.561035
	Iteration 24Q: 3 clusters Score -159520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159526.468750 Penalty: 2564.561035
	Iteration 25Q: 3 clusters Score -159526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159532.109375 Penalty: 2564.561035
	Iteration 26Q: 3 clusters Score -159532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159537.328125 Penalty: 2564.561035
	Iteration 27Q: 3 clusters Score -159537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159540.734375 Penalty: 2564.561035
	Iteration 28Q: 3 clusters Score -159540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159545.859375 Penalty: 2564.561035
	Iteration 29Q: 3 clusters Score -159545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159548.171875 Penalty: 2564.561035
	Iteration 30Q: 3 clusters Score -159548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159549.765625 Penalty: 2564.561035
	Iteration 31Q: 3 clusters Score -159549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159551.656250 Penalty: 2564.561035
	Iteration 32Q: 3 clusters Score -159551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159553.062500 Penalty: 2564.561035
	Iteration 33Q: 3 clusters Score -159553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159554.093750 Penalty: 2564.561035
	Iteration 34Q: 3 clusters Score -159554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159556.609375 Penalty: 2564.561035
	Iteration 35Q: 3 clusters Score -159556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159559.453125 Penalty: 2564.561035
	Iteration 36Q: 3 clusters Score -159559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -159562.765625 Penalty: 2564.561035
	Iteration 37Q: 3 clusters Score -159562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159566.765625 Penalty: 2564.561035
	Iteration 38Q: 3 clusters Score -159566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159573.234375 Penalty: 2564.561035
	Iteration 39Q: 3 clusters Score -159573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159579.468750 Penalty: 2564.561035
	Iteration 40F: 3 clusters Score -159579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159583.328125 Penalty: 2564.561035
	Iteration 41Q: 3 clusters Score -159583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159586.046875 Penalty: 2564.561035
	Iteration 42Q: 3 clusters Score -159586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159591.656250 Penalty: 2564.561035
	Iteration 43Q: 3 clusters Score -159591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -159597.375000 Penalty: 2564.561035
	Iteration 44Q: 3 clusters Score -159597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -159602.453125 Penalty: 2564.561035
	Iteration 45Q: 3 clusters Score -159602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -159613.843750 Penalty: 2564.561035
	Iteration 46Q: 3 clusters Score -159613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -159623.859375 Penalty: 2564.561035
	Iteration 47Q: 3 clusters Score -159623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159631.171875 Penalty: 2564.561035
	Iteration 48Q: 3 clusters Score -159631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159634.937500 Penalty: 2564.561035
	Iteration 49Q: 3 clusters Score -159634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159640.828125 Penalty: 2564.561035
	Iteration 50Q: 3 clusters Score -159640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -159644.437500 Penalty: 2564.561035
	Iteration 51Q: 3 clusters Score -159644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -159646.453125 Penalty: 2564.561035
	Iteration 52Q: 3 clusters Score -159646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159648.671875 Penalty: 2564.561035
	Iteration 53Q: 3 clusters Score -159648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159651.890625 Penalty: 2564.561035
	Iteration 54Q: 3 clusters Score -159651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -159652.859375 Penalty: 2564.561035
	Iteration 55Q: 3 clusters Score -159652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -159653.187500 Penalty: 2564.561035
	Iteration 56Q: 3 clusters Score -159653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -159653.609375 Penalty: 2564.561035
	Iteration 57Q: 3 clusters Score -159653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -159654.890625 Penalty: 2564.561035
	Iteration 58Q: 3 clusters Score -159654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159659.546875 Penalty: 2564.561035
	Iteration 59Q: 3 clusters Score -159659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159666.234375 Penalty: 2564.561035
	Iteration 60F: 3 clusters Score -159666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -159672.484375 Penalty: 2564.561035
	Iteration 61Q: 3 clusters Score -159672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159677.312500 Penalty: 2564.561035
	Iteration 62Q: 3 clusters Score -159677.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -159683.890625 Penalty: 2564.561035
	Iteration 63Q: 3 clusters Score -159683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -159685.671875 Penalty: 2564.561035
	Iteration 64Q: 3 clusters Score -159685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -159688.515625 Penalty: 2564.561035
	Iteration 65Q: 3 clusters Score -159688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -159691.734375 Penalty: 2564.561035
	Iteration 66Q: 3 clusters Score -159691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -159699.578125 Penalty: 2564.561035
	Iteration 67Q: 3 clusters Score -159699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -159704.343750 Penalty: 2564.561035
	Iteration 68Q: 3 clusters Score -159704.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -159709.437500 Penalty: 2564.561035
	Iteration 69Q: 3 clusters Score -159709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159714.531250 Penalty: 2564.561035
	Iteration 70Q: 3 clusters Score -159714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159716.875000 Penalty: 2564.561035
	Iteration 71Q: 3 clusters Score -159716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -159721.328125 Penalty: 2564.561035
	Iteration 72Q: 3 clusters Score -159721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -159727.625000 Penalty: 2564.561035
	Iteration 73Q: 3 clusters Score -159727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -159731.125000 Penalty: 2564.561035
	Iteration 74Q: 3 clusters Score -159731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159733.843750 Penalty: 2564.561035
	Iteration 75Q: 3 clusters Score -159733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -159738.953125 Penalty: 2564.561035
	Iteration 76Q: 3 clusters Score -159739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -159745.609375 Penalty: 2564.561035
	Iteration 77Q: 3 clusters Score -159745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -159748.453125 Penalty: 2564.561035
	Iteration 78Q: 3 clusters Score -159748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159749.015625 Penalty: 2564.561035
	Iteration 79Q: 3 clusters Score -159749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -159749.953125 Penalty: 2564.561035
	Iteration 80F: 3 clusters Score -159750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159751.359375 Penalty: 2564.561035
	Iteration 81Q: 3 clusters Score -159751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -159753.953125 Penalty: 2564.561035
	Iteration 82Q: 3 clusters Score -159754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -159756.000000 Penalty: 2564.561035
	Iteration 83Q: 3 clusters Score -159756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -159756.359375 Penalty: 2564.561035
	Iteration 84Q: 3 clusters Score -159756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -159756.359375 Penalty: 2564.561035
	Iteration 85F: 3 clusters Score -159756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -82053.750000 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -82053.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80339.046875 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -80339.05 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -80716.476562 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -80716.48 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80807.109375 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -80807.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -80866.390625 Penalty: 2367.343750
	Iteration 3Q: 3 clusters Score -80866.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -80903.070312 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -80903.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80922.218750 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -80922.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80946.007812 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -80946.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80960.195312 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -80960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80964.460938 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -80964.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -80965.914062 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -80965.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -80967.757812 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -80967.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -80969.570312 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -80969.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80971.187500 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -80971.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80974.242188 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -80974.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80977.132812 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -80977.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80980.828125 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -80980.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -80985.328125 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -80985.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80986.648438 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -80986.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80987.804688 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -80987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80988.976562 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -80988.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80990.679688 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -80990.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -80991.812500 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -80991.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80992.953125 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -80992.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80994.804688 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -80994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -80995.156250 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -80995.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -80995.906250 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -80995.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80996.500000 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -80996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80998.093750 Penalty: 2367.343750
	Iteration 27Q: 3 clusters Score -80998.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -81000.078125 Penalty: 2367.343750
	Iteration 28Q: 3 clusters Score -81000.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -81003.695312 Penalty: 2367.343750
	Iteration 29Q: 3 clusters Score -81003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -81006.859375 Penalty: 2367.343750
	Iteration 30Q: 3 clusters Score -81006.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81007.929688 Penalty: 2367.343750
	Iteration 31Q: 3 clusters Score -81007.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -81009.359375 Penalty: 2367.343750
	Iteration 32Q: 3 clusters Score -81009.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -81010.953125 Penalty: 2367.343750
	Iteration 33Q: 3 clusters Score -81010.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -81014.671875 Penalty: 2367.343750
	Iteration 34Q: 3 clusters Score -81014.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -81016.984375 Penalty: 2367.343750
	Iteration 35Q: 3 clusters Score -81016.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -81016.984375 Penalty: 2367.343750
	Iteration 36F: 3 clusters Score -81016.98 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31721630.000000 Penalty: 47408.097656
24->23 Clusters: Score -31721630.000000, best is -31737600.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 191452 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8062 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 8037 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 7984 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 8041 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 7818 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 8157 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 8010 members 
Mstep: Class 24 contains 8013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 201.600388 but Gain 1976.390625
Score: -9503719.000000 Penalty: 45456.941406
Iteration 0F: 24 clusters Score -9503719 nChanged 181157
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 19239 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 17052 members 
Mstep: Class 5 contains 4275 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 9177 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 38875 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 3404 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 7929 members 
Mstep: Class 21 contains 3603 members 
Mstep: Class 22 contains 6256 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1740.421387 but Gain 1976.386719
Score: -10175069.000000 Penalty: 43480.554688
Iteration 1F: 23 clusters Score -1.017507e+07 nChanged 68962
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22141 members 
Mstep: Class 3 contains 3145 members 
Mstep: Class 4 contains 18932 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 44473 members 
Mstep: Class 12 contains 3822 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 9888 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 22 contains 6468 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 10756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1739.621216 but Gain 1976.390625
Score: -10311693.000000 Penalty: 41504.164062
Iteration 2F: 22 clusters Score -1.031169e+07 nChanged 48999
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22795 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 19826 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 9317 members 
Mstep: Class 10 contains 3626 members 
Mstep: Class 11 contains 41070 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 15507 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 3306 members 
Mstep: Class 24 contains 10358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10381747.000000 Penalty: 41504.164062
Iteration 3F: 22 clusters Score -1.038175e+07 nChanged 35114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22535 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 20113 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 13225 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 35921 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 4016 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 20333 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 20 contains 6116 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 9340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10423753.000000 Penalty: 41504.164062
Iteration 4F: 22 clusters Score -1.042375e+07 nChanged 28173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21688 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 4 contains 20617 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 10417 members 
Mstep: Class 7 contains 14143 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 9595 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 30551 members 
Mstep: Class 12 contains 5299 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 24745 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 22 contains 9680 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 8340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10455216.000000 Penalty: 41504.164062
Iteration 5F: 22 clusters Score -1.045522e+07 nChanged 23391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 14563 members 
Mstep: Class 8 contains 3494 members 
Mstep: Class 9 contains 9724 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 25777 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 5454 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 28695 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 22 contains 10635 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10478621.000000 Penalty: 41504.164062
Iteration 6F: 22 clusters Score -1.047862e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19667 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 21437 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 14657 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 9692 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 22193 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 20 contains 7881 members 
Mstep: Class 22 contains 11261 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 6722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10496192.000000 Penalty: 41504.164062
Iteration 7F: 22 clusters Score -1.049619e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18729 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 21499 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 6522 members 
Mstep: Class 15 contains 1581 members 
Mstep: Class 16 contains 35052 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1873.907593 but Gain 1976.386719
Score: -10508980.000000 Penalty: 39527.777344
Iteration 8F: 21 clusters Score -1.050898e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18199 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 2027 members 
Mstep: Class 9 contains 9500 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 17545 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 6779 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 16 contains 37632 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 24 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10518264.000000 Penalty: 39527.777344
Iteration 9F: 21 clusters Score -1.051826e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17319 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 21145 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 15436 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 15852 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 39902 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 22 contains 11989 members 
Mstep: Class 24 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10523590.000000 Penalty: 39527.777344
Iteration 10Q: 21 clusters Score -1.052359e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16470 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 4 contains 20665 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 15746 members 
Mstep: Class 8 contains 1493 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 14570 members 
Mstep: Class 12 contains 9963 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 41993 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 24 contains 5423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1963.280396 but Gain 1976.390625
Score: -10527335.000000 Penalty: 37551.386719
Iteration 11Q: 20 clusters Score -1.052734e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15772 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 13581 members 
Mstep: Class 12 contains 10474 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 6715 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 22 contains 12002 members 
Mstep: Class 24 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10531705.000000 Penalty: 37551.386719
Iteration 12Q: 20 clusters Score -1.05317e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 7561 members 
Mstep: Class 7 contains 16217 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 46263 members 
Mstep: Class 20 contains 9537 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 24 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10533872.000000 Penalty: 37551.386719
Iteration 13Q: 20 clusters Score -1.053387e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14601 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 16402 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 12300 members 
Mstep: Class 12 contains 11255 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 6504 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 48169 members 
Mstep: Class 20 contains 9609 members 
Mstep: Class 22 contains 11936 members 
Mstep: Class 24 contains 5529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10535658.000000 Penalty: 37551.386719
Iteration 14Q: 20 clusters Score -1.053566e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14117 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 17441 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 11886 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 49957 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 24 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10536960.000000 Penalty: 37551.386719
Iteration 15Q: 20 clusters Score -1.053696e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 16403 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 11811 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 51742 members 
Mstep: Class 20 contains 9659 members 
Mstep: Class 22 contains 11804 members 
Mstep: Class 24 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10538277.000000 Penalty: 37551.386719
Iteration 16Q: 20 clusters Score -1.053828e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13356 members 
Mstep: Class 3 contains 2145 members 
Mstep: Class 4 contains 15298 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 16808 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 9196 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 12032 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 53445 members 
Mstep: Class 20 contains 9673 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 24 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10539656.000000 Penalty: 37551.386719
Iteration 17Q: 20 clusters Score -1.053966e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 14192 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 11044 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 55051 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 22 contains 11669 members 
Mstep: Class 24 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10540899.000000 Penalty: 37551.386719
Iteration 18Q: 20 clusters Score -1.05409e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12806 members 
Mstep: Class 3 contains 2014 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 5254 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 10 contains 4397 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 12412 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 56603 members 
Mstep: Class 20 contains 9662 members 
Mstep: Class 22 contains 11589 members 
Mstep: Class 24 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10542173.000000 Penalty: 37551.386719
Iteration 19Q: 20 clusters Score -1.054217e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 5204 members 
Mstep: Class 6 contains 5823 members 
Mstep: Class 7 contains 17122 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 12 contains 12555 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 57974 members 
Mstep: Class 20 contains 9657 members 
Mstep: Class 22 contains 11506 members 
Mstep: Class 24 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10543406.000000 Penalty: 37551.386719
Iteration 20F: 20 clusters Score -1.054341e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12316 members 
Mstep: Class 3 contains 1934 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 5586 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 9380 members 
Mstep: Class 10 contains 4330 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 59192 members 
Mstep: Class 20 contains 9673 members 
Mstep: Class 22 contains 11395 members 
Mstep: Class 24 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10544445.000000 Penalty: 37551.386719
Iteration 21Q: 20 clusters Score -1.054444e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 10794 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 17264 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 9432 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10339 members 
Mstep: Class 12 contains 12832 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 5767 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 60277 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 22 contains 11256 members 
Mstep: Class 24 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10545332.000000 Penalty: 37551.386719
Iteration 22Q: 20 clusters Score -1.054533e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 10242 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 6 contains 5138 members 
Mstep: Class 7 contains 17329 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 9479 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 10215 members 
Mstep: Class 12 contains 12988 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 5704 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 61186 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 22 contains 11129 members 
Mstep: Class 24 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10546132.000000 Penalty: 37551.386719
Iteration 23Q: 20 clusters Score -1.054613e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 17388 members 
Mstep: Class 8 contains 983 members 
Mstep: Class 9 contains 9501 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 13119 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 61915 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 22 contains 11000 members 
Mstep: Class 24 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10546651.000000 Penalty: 37551.386719
Iteration 24Q: 20 clusters Score -1.054665e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 9603 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 17458 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 62615 members 
Mstep: Class 20 contains 9680 members 
Mstep: Class 22 contains 10811 members 
Mstep: Class 24 contains 6039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547163.000000 Penalty: 37551.386719
Iteration 25Q: 20 clusters Score -1.054716e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 1751 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 17519 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 9549 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 5562 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 63170 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 22 contains 10617 members 
Mstep: Class 24 contains 6080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10547700.000000 Penalty: 37551.386719
Iteration 26Q: 20 clusters Score -1.05477e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10866 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 9579 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 63723 members 
Mstep: Class 20 contains 9654 members 
Mstep: Class 22 contains 10421 members 
Mstep: Class 24 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548282.000000 Penalty: 37551.386719
Iteration 27Q: 20 clusters Score -1.054828e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 9611 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 5472 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 64229 members 
Mstep: Class 20 contains 9621 members 
Mstep: Class 22 contains 10273 members 
Mstep: Class 24 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10548679.000000 Penalty: 37551.386719
Iteration 28Q: 20 clusters Score -1.054868e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10431 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 1026 members 
Mstep: Class 9 contains 9638 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 13756 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 5444 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 16 contains 64667 members 
Mstep: Class 20 contains 9601 members 
Mstep: Class 22 contains 10156 members 
Mstep: Class 24 contains 6115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549010.000000 Penalty: 37551.386719
Iteration 29Q: 20 clusters Score -1.054901e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 17709 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 9676 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 9582 members 
Mstep: Class 12 contains 13862 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 5431 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 65050 members 
Mstep: Class 20 contains 9578 members 
Mstep: Class 22 contains 10060 members 
Mstep: Class 24 contains 6111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549285.000000 Penalty: 37551.386719
Iteration 30Q: 20 clusters Score -1.054928e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10104 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 9530 members 
Mstep: Class 12 contains 13947 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 65348 members 
Mstep: Class 20 contains 9541 members 
Mstep: Class 22 contains 10012 members 
Mstep: Class 24 contains 6120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549532.000000 Penalty: 37551.386719
Iteration 31Q: 20 clusters Score -1.054953e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 8429 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 17801 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 9746 members 
Mstep: Class 10 contains 4164 members 
Mstep: Class 11 contains 9475 members 
Mstep: Class 12 contains 14024 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 65617 members 
Mstep: Class 20 contains 9510 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 24 contains 6114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549737.000000 Penalty: 37551.386719
Iteration 32Q: 20 clusters Score -1.054974e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 8303 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 17836 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 14085 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 65842 members 
Mstep: Class 20 contains 9497 members 
Mstep: Class 22 contains 9980 members 
Mstep: Class 24 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549889.000000 Penalty: 37551.386719
Iteration 33Q: 20 clusters Score -1.054989e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9738 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 17864 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 9788 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 14134 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 66022 members 
Mstep: Class 20 contains 9491 members 
Mstep: Class 22 contains 9965 members 
Mstep: Class 24 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10549979.000000 Penalty: 37551.386719
Iteration 34Q: 20 clusters Score -1.054998e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9623 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 8152 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 17878 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 66185 members 
Mstep: Class 20 contains 9484 members 
Mstep: Class 22 contains 9961 members 
Mstep: Class 24 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550096.000000 Penalty: 37551.386719
Iteration 35Q: 20 clusters Score -1.05501e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 17894 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 9824 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 14203 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 66341 members 
Mstep: Class 20 contains 9489 members 
Mstep: Class 22 contains 9954 members 
Mstep: Class 24 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550193.000000 Penalty: 37551.386719
Iteration 36Q: 20 clusters Score -1.055019e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 17914 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 9841 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 14222 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 66473 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 22 contains 9938 members 
Mstep: Class 24 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550277.000000 Penalty: 37551.386719
Iteration 37Q: 20 clusters Score -1.055028e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9304 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 17943 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 9851 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 14250 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 66612 members 
Mstep: Class 20 contains 9473 members 
Mstep: Class 22 contains 9927 members 
Mstep: Class 24 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550357.000000 Penalty: 37551.386719
Iteration 38Q: 20 clusters Score -1.055036e+07 nChanged 562
Entering ConstructFrom: 
Score: -10550357.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -227516.109375 Penalty: 1355.440430
	Iteration 0F: 2 clusters Score -227516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -224064.812500 Penalty: 2710.880859
	Iteration 0F: 3 clusters Score -224064.8 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -225004.578125 Penalty: 2710.880859
	Iteration 1F: 3 clusters Score -225004.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -225198.046875 Penalty: 2710.880859
	Iteration 2F: 3 clusters Score -225198 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -225313.515625 Penalty: 2710.880859
	Iteration 3F: 3 clusters Score -225313.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -225393.171875 Penalty: 2710.880859
	Iteration 4Q: 3 clusters Score -225393.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -225477.031250 Penalty: 2710.880859
	Iteration 5Q: 3 clusters Score -225477 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -225554.125000 Penalty: 2710.880859
	Iteration 6Q: 3 clusters Score -225554.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -225634.984375 Penalty: 2710.880859
	Iteration 7Q: 3 clusters Score -225635 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -225726.062500 Penalty: 2710.880859
	Iteration 8Q: 3 clusters Score -225726.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -225814.375000 Penalty: 2710.880859
	Iteration 9Q: 3 clusters Score -225814.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -225911.156250 Penalty: 2710.880859
	Iteration 10Q: 3 clusters Score -225911.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -225994.921875 Penalty: 2710.880859
	Iteration 11Q: 3 clusters Score -225994.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -226090.640625 Penalty: 2710.880859
	Iteration 12Q: 3 clusters Score -226090.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -226180.890625 Penalty: 2710.880859
	Iteration 13Q: 3 clusters Score -226180.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -226271.906250 Penalty: 2710.880859
	Iteration 14Q: 3 clusters Score -226271.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -226344.000000 Penalty: 2710.880859
	Iteration 15Q: 3 clusters Score -226344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -226394.000000 Penalty: 2710.880859
	Iteration 16Q: 3 clusters Score -226394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -226439.093750 Penalty: 2710.880859
	Iteration 17Q: 3 clusters Score -226439.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -226488.015625 Penalty: 2710.880859
	Iteration 18Q: 3 clusters Score -226488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -226515.625000 Penalty: 2710.880859
	Iteration 19Q: 3 clusters Score -226515.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -226536.218750 Penalty: 2710.880859
	Iteration 20F: 3 clusters Score -226536.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -226555.046875 Penalty: 2710.880859
	Iteration 21Q: 3 clusters Score -226555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -226564.781250 Penalty: 2710.880859
	Iteration 22Q: 3 clusters Score -226564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -226570.984375 Penalty: 2710.880859
	Iteration 23Q: 3 clusters Score -226571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -226573.093750 Penalty: 2710.880859
	Iteration 24Q: 3 clusters Score -226573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -226575.687500 Penalty: 2710.880859
	Iteration 25Q: 3 clusters Score -226575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -226577.765625 Penalty: 2710.880859
	Iteration 26Q: 3 clusters Score -226577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -226577.765625 Penalty: 2710.880859
	Iteration 27F: 3 clusters Score -226577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Entering Unmasked Estep 
Score: -553469.687500 Penalty: 1483.448364
	Iteration 0F: 2 clusters Score -553469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -546851.375000 Penalty: 2966.896729
	Iteration 0F: 3 clusters Score -546851.4 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -549026.812500 Penalty: 2966.896729
	Iteration 1F: 3 clusters Score -549026.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -549424.750000 Penalty: 2966.896729
	Iteration 2F: 3 clusters Score -549424.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -549764.187500 Penalty: 2966.896729
	Iteration 3F: 3 clusters Score -549764.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -550059.312500 Penalty: 2966.896729
	Iteration 4F: 3 clusters Score -550059.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -550307.687500 Penalty: 2966.896729
	Iteration 5Q: 3 clusters Score -550307.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -550572.187500 Penalty: 2966.896729
	Iteration 6Q: 3 clusters Score -550572.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -550833.187500 Penalty: 2966.896729
	Iteration 7Q: 3 clusters Score -550833.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -551107.625000 Penalty: 2966.896729
	Iteration 8Q: 3 clusters Score -551107.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -551341.062500 Penalty: 2966.896729
	Iteration 9Q: 3 clusters Score -551341.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -551523.625000 Penalty: 2966.896729
	Iteration 10Q: 3 clusters Score -551523.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -551645.250000 Penalty: 2966.896729
	Iteration 11Q: 3 clusters Score -551645.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -551723.562500 Penalty: 2966.896729
	Iteration 12Q: 3 clusters Score -551723.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -551783.187500 Penalty: 2966.896729
	Iteration 13Q: 3 clusters Score -551783.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -551827.125000 Penalty: 2966.896729
	Iteration 14Q: 3 clusters Score -551827.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -551855.375000 Penalty: 2966.896729
	Iteration 15Q: 3 clusters Score -551855.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -551877.250000 Penalty: 2966.896729
	Iteration 16Q: 3 clusters Score -551877.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -551892.625000 Penalty: 2966.896729
	Iteration 17Q: 3 clusters Score -551892.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -551910.250000 Penalty: 2966.896729
	Iteration 18Q: 3 clusters Score -551910.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -551930.312500 Penalty: 2966.896729
	Iteration 19Q: 3 clusters Score -551930.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -551947.250000 Penalty: 2966.896729
	Iteration 20F: 3 clusters Score -551947.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -551957.000000 Penalty: 2966.896729
	Iteration 21Q: 3 clusters Score -551957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -551966.500000 Penalty: 2966.896729
	Iteration 22Q: 3 clusters Score -551966.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -551979.187500 Penalty: 2966.896729
	Iteration 23Q: 3 clusters Score -551979.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -551994.000000 Penalty: 2966.896729
	Iteration 24Q: 3 clusters Score -551994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -552010.062500 Penalty: 2966.896729
	Iteration 25Q: 3 clusters Score -552010.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -552024.687500 Penalty: 2966.896729
	Iteration 26Q: 3 clusters Score -552024.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -552039.625000 Penalty: 2966.896729
	Iteration 27Q: 3 clusters Score -552039.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -552057.937500 Penalty: 2966.896729
	Iteration 28Q: 3 clusters Score -552057.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -552079.437500 Penalty: 2966.896729
	Iteration 29Q: 3 clusters Score -552079.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -552111.500000 Penalty: 2966.896729
	Iteration 30Q: 3 clusters Score -552111.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -552152.437500 Penalty: 2966.896729
	Iteration 31Q: 3 clusters Score -552152.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -552203.937500 Penalty: 2966.896729
	Iteration 32Q: 3 clusters Score -552203.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -552273.750000 Penalty: 2966.896729
	Iteration 33Q: 3 clusters Score -552273.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -552364.937500 Penalty: 2966.896729
	Iteration 34Q: 3 clusters Score -552364.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -552491.187500 Penalty: 2966.896729
	Iteration 35Q: 3 clusters Score -552491.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -552634.187500 Penalty: 2966.896729
	Iteration 36Q: 3 clusters Score -552634.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -552742.187500 Penalty: 2966.896729
	Iteration 37Q: 3 clusters Score -552742.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -552814.937500 Penalty: 2966.896729
	Iteration 38Q: 3 clusters Score -552814.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -552870.062500 Penalty: 2966.896729
	Iteration 39Q: 3 clusters Score -552870.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -552911.625000 Penalty: 2966.896729
	Iteration 40F: 3 clusters Score -552911.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -552938.812500 Penalty: 2966.896729
	Iteration 41Q: 3 clusters Score -552938.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -552951.625000 Penalty: 2966.896729
	Iteration 42Q: 3 clusters Score -552951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -552958.625000 Penalty: 2966.896729
	Iteration 43Q: 3 clusters Score -552958.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -552963.562500 Penalty: 2966.896729
	Iteration 44Q: 3 clusters Score -552963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -552964.937500 Penalty: 2966.896729
	Iteration 45Q: 3 clusters Score -552964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -552966.562500 Penalty: 2966.896729
	Iteration 46Q: 3 clusters Score -552966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -552966.000000 Penalty: 2966.896729
	Iteration 47Q: 3 clusters Score -552966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -552967.062500 Penalty: 2966.896729
	Iteration 48Q: 3 clusters Score -552967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -552967.000000 Penalty: 2966.896729
	Iteration 49Q: 3 clusters Score -552967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -552967.000000 Penalty: 2966.896729
	Iteration 50F: 3 clusters Score -552967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -92302.632812 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -92302.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -90512.312500 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -90512.31 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -90893.851562 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -90893.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -90972.328125 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -90972.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -91011.664062 Penalty: 2389.751465
	Iteration 3Q: 3 clusters Score -91011.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -91030.867188 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -91030.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -91041.179688 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -91041.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -91047.906250 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -91047.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -91056.601562 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -91056.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -91064.742188 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -91064.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -91073.101562 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -91073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -91078.484375 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -91078.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -91086.796875 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -91086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -91093.679688 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -91093.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -91100.968750 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -91100.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -91106.320312 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -91106.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -91110.343750 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -91110.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -91112.976562 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -91112.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -91115.835938 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -91115.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -91118.585938 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -91118.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -91120.437500 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -91120.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -91122.640625 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -91122.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91123.765625 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -91123.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -91124.164062 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -91124.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91124.406250 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -91124.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -91124.406250 Penalty: 2389.751465
	Iteration 24F: 3 clusters Score -91124.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -482964.562500 Penalty: 1458.375366
	Iteration 0F: 2 clusters Score -482964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -477163.781250 Penalty: 2916.750732
	Iteration 0F: 3 clusters Score -477163.8 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -478986.281250 Penalty: 2916.750732
	Iteration 1F: 3 clusters Score -478986.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -479247.093750 Penalty: 2916.750732
	Iteration 2F: 3 clusters Score -479247.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -479460.187500 Penalty: 2916.750732
	Iteration 3F: 3 clusters Score -479460.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -479642.312500 Penalty: 2916.750732
	Iteration 4Q: 3 clusters Score -479642.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -479814.000000 Penalty: 2916.750732
	Iteration 5Q: 3 clusters Score -479814 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -479983.406250 Penalty: 2916.750732
	Iteration 6Q: 3 clusters Score -479983.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -480122.656250 Penalty: 2916.750732
	Iteration 7Q: 3 clusters Score -480122.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -480232.312500 Penalty: 2916.750732
	Iteration 8Q: 3 clusters Score -480232.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -480315.875000 Penalty: 2916.750732
	Iteration 9Q: 3 clusters Score -480315.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -480383.281250 Penalty: 2916.750732
	Iteration 10Q: 3 clusters Score -480383.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -480443.343750 Penalty: 2916.750732
	Iteration 11Q: 3 clusters Score -480443.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -480507.062500 Penalty: 2916.750732
	Iteration 12Q: 3 clusters Score -480507.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -480589.500000 Penalty: 2916.750732
	Iteration 13Q: 3 clusters Score -480589.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -480666.000000 Penalty: 2916.750732
	Iteration 14Q: 3 clusters Score -480666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -480748.718750 Penalty: 2916.750732
	Iteration 15Q: 3 clusters Score -480748.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -480820.625000 Penalty: 2916.750732
	Iteration 16Q: 3 clusters Score -480820.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -480901.187500 Penalty: 2916.750732
	Iteration 17Q: 3 clusters Score -480901.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -480988.468750 Penalty: 2916.750732
	Iteration 18Q: 3 clusters Score -480988.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -481069.687500 Penalty: 2916.750732
	Iteration 19Q: 3 clusters Score -481069.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -481136.531250 Penalty: 2916.750732
	Iteration 20F: 3 clusters Score -481136.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -481178.937500 Penalty: 2916.750732
	Iteration 21Q: 3 clusters Score -481178.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -481208.062500 Penalty: 2916.750732
	Iteration 22Q: 3 clusters Score -481208.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -481226.031250 Penalty: 2916.750732
	Iteration 23Q: 3 clusters Score -481226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -481242.656250 Penalty: 2916.750732
	Iteration 24Q: 3 clusters Score -481242.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -481260.500000 Penalty: 2916.750732
	Iteration 25Q: 3 clusters Score -481260.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -481282.156250 Penalty: 2916.750732
	Iteration 26Q: 3 clusters Score -481282.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -481308.187500 Penalty: 2916.750732
	Iteration 27Q: 3 clusters Score -481308.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -481324.031250 Penalty: 2916.750732
	Iteration 28Q: 3 clusters Score -481324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -481336.718750 Penalty: 2916.750732
	Iteration 29Q: 3 clusters Score -481336.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -481352.812500 Penalty: 2916.750732
	Iteration 30Q: 3 clusters Score -481352.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -481368.937500 Penalty: 2916.750732
	Iteration 31Q: 3 clusters Score -481368.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -481387.562500 Penalty: 2916.750732
	Iteration 32Q: 3 clusters Score -481387.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -481409.593750 Penalty: 2916.750732
	Iteration 33Q: 3 clusters Score -481409.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -481431.500000 Penalty: 2916.750732
	Iteration 34Q: 3 clusters Score -481431.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -481450.906250 Penalty: 2916.750732
	Iteration 35Q: 3 clusters Score -481450.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -481473.187500 Penalty: 2916.750732
	Iteration 36Q: 3 clusters Score -481473.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -481506.843750 Penalty: 2916.750732
	Iteration 37Q: 3 clusters Score -481506.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -481552.906250 Penalty: 2916.750732
	Iteration 38Q: 3 clusters Score -481552.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -481591.906250 Penalty: 2916.750732
	Iteration 39Q: 3 clusters Score -481591.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -481637.187500 Penalty: 2916.750732
	Iteration 40F: 3 clusters Score -481637.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -481681.031250 Penalty: 2916.750732
	Iteration 41Q: 3 clusters Score -481681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -481715.406250 Penalty: 2916.750732
	Iteration 42Q: 3 clusters Score -481715.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -481746.750000 Penalty: 2916.750732
	Iteration 43Q: 3 clusters Score -481746.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -481779.375000 Penalty: 2916.750732
	Iteration 44Q: 3 clusters Score -481779.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -481805.250000 Penalty: 2916.750732
	Iteration 45Q: 3 clusters Score -481805.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -481831.968750 Penalty: 2916.750732
	Iteration 46Q: 3 clusters Score -481832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -481849.000000 Penalty: 2916.750732
	Iteration 47Q: 3 clusters Score -481849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -481859.125000 Penalty: 2916.750732
	Iteration 48Q: 3 clusters Score -481859.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -481867.812500 Penalty: 2916.750732
	Iteration 49Q: 3 clusters Score -481867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -481872.125000 Penalty: 2916.750732
	Iteration 50Q: 3 clusters Score -481872.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -481876.375000 Penalty: 2916.750732
	Iteration 51Q: 3 clusters Score -481876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -481879.250000 Penalty: 2916.750732
	Iteration 52Q: 3 clusters Score -481879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -481883.468750 Penalty: 2916.750732
	Iteration 53Q: 3 clusters Score -481883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -481885.281250 Penalty: 2916.750732
	Iteration 54Q: 3 clusters Score -481885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -481886.218750 Penalty: 2916.750732
	Iteration 55Q: 3 clusters Score -481886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -481886.437500 Penalty: 2916.750732
	Iteration 56Q: 3 clusters Score -481886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -481888.375000 Penalty: 2916.750732
	Iteration 57Q: 3 clusters Score -481888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -481890.687500 Penalty: 2916.750732
	Iteration 58Q: 3 clusters Score -481890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481890.406250 Penalty: 2916.750732
	Iteration 59Q: 3 clusters Score -481890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -481893.312500 Penalty: 2916.750732
	Iteration 60F: 3 clusters Score -481893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -481893.593750 Penalty: 2916.750732
	Iteration 61Q: 3 clusters Score -481893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -481893.937500 Penalty: 2916.750732
	Iteration 62Q: 3 clusters Score -481893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -481893.875000 Penalty: 2916.750732
	Iteration 63Q: 3 clusters Score -481893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -481895.093750 Penalty: 2916.750732
	Iteration 64Q: 3 clusters Score -481895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -481898.937500 Penalty: 2916.750732
	Iteration 65Q: 3 clusters Score -481898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -481900.468750 Penalty: 2916.750732
	Iteration 66Q: 3 clusters Score -481900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -481900.750000 Penalty: 2916.750732
	Iteration 67Q: 3 clusters Score -481900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -481900.750000 Penalty: 2916.750732
	Iteration 68F: 3 clusters Score -481900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -233051.375000 Penalty: 1375.742920
	Iteration 0F: 2 clusters Score -233051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -229207.968750 Penalty: 2751.485840
	Iteration 0F: 3 clusters Score -229208 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -230450.250000 Penalty: 2751.485840
	Iteration 1F: 3 clusters Score -230450.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -230782.343750 Penalty: 2751.485840
	Iteration 2F: 3 clusters Score -230782.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -231048.000000 Penalty: 2751.485840
	Iteration 3F: 3 clusters Score -231048 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -231291.843750 Penalty: 2751.485840
	Iteration 4F: 3 clusters Score -231291.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -231525.281250 Penalty: 2751.485840
	Iteration 5F: 3 clusters Score -231525.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -231787.593750 Penalty: 2751.485840
	Iteration 6F: 3 clusters Score -231787.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -232042.484375 Penalty: 2751.485840
	Iteration 7Q: 3 clusters Score -232042.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -232326.406250 Penalty: 2751.485840
	Iteration 8Q: 3 clusters Score -232326.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -232514.812500 Penalty: 2751.485840
	Iteration 9Q: 3 clusters Score -232514.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232599.031250 Penalty: 2751.485840
	Iteration 10Q: 3 clusters Score -232599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -232645.531250 Penalty: 2751.485840
	Iteration 11Q: 3 clusters Score -232645.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -232681.828125 Penalty: 2751.485840
	Iteration 12Q: 3 clusters Score -232681.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -232703.359375 Penalty: 2751.485840
	Iteration 13Q: 3 clusters Score -232703.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232713.968750 Penalty: 2751.485840
	Iteration 14Q: 3 clusters Score -232714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232724.890625 Penalty: 2751.485840
	Iteration 15Q: 3 clusters Score -232724.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -232729.687500 Penalty: 2751.485840
	Iteration 16Q: 3 clusters Score -232729.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232732.265625 Penalty: 2751.485840
	Iteration 17Q: 3 clusters Score -232732.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232734.046875 Penalty: 2751.485840
	Iteration 18Q: 3 clusters Score -232734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -232735.406250 Penalty: 2751.485840
	Iteration 19Q: 3 clusters Score -232735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232741.484375 Penalty: 2751.485840
	Iteration 20F: 3 clusters Score -232741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -232743.328125 Penalty: 2751.485840
	Iteration 21Q: 3 clusters Score -232743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232743.875000 Penalty: 2751.485840
	Iteration 22Q: 3 clusters Score -232743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232743.875000 Penalty: 2751.485840
	Iteration 23F: 3 clusters Score -232743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -236101.984375 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -236102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -232785.281250 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -232785.3 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -233742.812500 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -233742.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -233892.406250 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -233892.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -233982.453125 Penalty: 2682.383545
	Iteration 3Q: 3 clusters Score -233982.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -234061.671875 Penalty: 2682.383545
	Iteration 4Q: 3 clusters Score -234061.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -234129.109375 Penalty: 2682.383545
	Iteration 5Q: 3 clusters Score -234129.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -234187.734375 Penalty: 2682.383545
	Iteration 6Q: 3 clusters Score -234187.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -234230.078125 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -234230.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -234260.796875 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -234260.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -234279.281250 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -234279.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -234292.640625 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -234292.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -234306.343750 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -234306.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -234312.828125 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -234312.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -234319.140625 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -234319.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -234326.015625 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -234326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -234332.765625 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -234332.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -234337.781250 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -234337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -234340.046875 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -234340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -234341.234375 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -234341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -234343.171875 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -234343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -234345.390625 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -234345.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -234348.421875 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -234348.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -234351.625000 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -234351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -234355.234375 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -234355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -234357.984375 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -234358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -234359.468750 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -234359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234362.015625 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -234362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -234363.171875 Penalty: 2682.383545
	Iteration 27Q: 3 clusters Score -234363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -234365.578125 Penalty: 2682.383545
	Iteration 28Q: 3 clusters Score -234365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -234366.625000 Penalty: 2682.383545
	Iteration 29Q: 3 clusters Score -234366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234367.203125 Penalty: 2682.383545
	Iteration 30Q: 3 clusters Score -234367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234367.203125 Penalty: 2682.383545
	Iteration 31F: 3 clusters Score -234367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Entering Unmasked Estep 
Score: -1076262.250000 Penalty: 1591.915527
	Iteration 0F: 2 clusters Score -1076262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1063906.750000 Penalty: 3183.831055
	Iteration 0F: 3 clusters Score -1063907 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1068424.000000 Penalty: 3183.831055
	Iteration 1F: 3 clusters Score -1068424 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1068868.500000 Penalty: 3183.831055
	Iteration 2F: 3 clusters Score -1068868 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1069425.125000 Penalty: 3183.831055
	Iteration 3F: 3 clusters Score -1069425 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1070241.000000 Penalty: 3183.831055
	Iteration 4F: 3 clusters Score -1070241 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1071275.750000 Penalty: 3183.831055
	Iteration 5F: 3 clusters Score -1071276 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1072324.750000 Penalty: 3183.831055
	Iteration 6F: 3 clusters Score -1072325 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1073123.875000 Penalty: 3183.831055
	Iteration 7F: 3 clusters Score -1073124 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1073596.000000 Penalty: 3183.831055
	Iteration 8Q: 3 clusters Score -1073596 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1073895.750000 Penalty: 3183.831055
	Iteration 9Q: 3 clusters Score -1073896 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1074109.625000 Penalty: 3183.831055
	Iteration 10Q: 3 clusters Score -1074110 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1074297.000000 Penalty: 3183.831055
	Iteration 11Q: 3 clusters Score -1074297 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1074456.250000 Penalty: 3183.831055
	Iteration 12Q: 3 clusters Score -1074456 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1074560.000000 Penalty: 3183.831055
	Iteration 13Q: 3 clusters Score -1074560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1074657.375000 Penalty: 3183.831055
	Iteration 14Q: 3 clusters Score -1074657 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1074761.000000 Penalty: 3183.831055
	Iteration 15Q: 3 clusters Score -1074761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1074864.250000 Penalty: 3183.831055
	Iteration 16Q: 3 clusters Score -1074864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1074958.000000 Penalty: 3183.831055
	Iteration 17Q: 3 clusters Score -1074958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1075045.750000 Penalty: 3183.831055
	Iteration 18Q: 3 clusters Score -1075046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1075129.000000 Penalty: 3183.831055
	Iteration 19Q: 3 clusters Score -1075129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1075187.250000 Penalty: 3183.831055
	Iteration 20F: 3 clusters Score -1075187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1075228.500000 Penalty: 3183.831055
	Iteration 21Q: 3 clusters Score -1075228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1075251.625000 Penalty: 3183.831055
	Iteration 22Q: 3 clusters Score -1075252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1075270.625000 Penalty: 3183.831055
	Iteration 23Q: 3 clusters Score -1075271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1075290.000000 Penalty: 3183.831055
	Iteration 24Q: 3 clusters Score -1075290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1075303.125000 Penalty: 3183.831055
	Iteration 25Q: 3 clusters Score -1075303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1075312.500000 Penalty: 3183.831055
	Iteration 26Q: 3 clusters Score -1075312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1075326.750000 Penalty: 3183.831055
	Iteration 27Q: 3 clusters Score -1075327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1075337.625000 Penalty: 3183.831055
	Iteration 28Q: 3 clusters Score -1075338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1075343.000000 Penalty: 3183.831055
	Iteration 29Q: 3 clusters Score -1075343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1075345.750000 Penalty: 3183.831055
	Iteration 30Q: 3 clusters Score -1075346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1075350.875000 Penalty: 3183.831055
	Iteration 31Q: 3 clusters Score -1075351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1075352.125000 Penalty: 3183.831055
	Iteration 32Q: 3 clusters Score -1075352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1075356.500000 Penalty: 3183.831055
	Iteration 33Q: 3 clusters Score -1075356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1075355.750000 Penalty: 3183.831055
	Iteration 34Q: 3 clusters Score -1075356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1075357.250000 Penalty: 3183.831055
	Iteration 35Q: 3 clusters Score -1075357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1075360.750000 Penalty: 3183.831055
	Iteration 36Q: 3 clusters Score -1075361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1075365.250000 Penalty: 3183.831055
	Iteration 37Q: 3 clusters Score -1075365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1075364.750000 Penalty: 3183.831055
	Iteration 38Q: 3 clusters Score -1075365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1075365.125000 Penalty: 3183.831055
	Iteration 39Q: 3 clusters Score -1075365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1075363.875000 Penalty: 3183.831055
	Iteration 40F: 3 clusters Score -1075364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1075365.625000 Penalty: 3183.831055
	Iteration 41Q: 3 clusters Score -1075366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1075364.750000 Penalty: 3183.831055
	Iteration 42Q: 3 clusters Score -1075365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1075364.875000 Penalty: 3183.831055
	Iteration 43Q: 3 clusters Score -1075365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1075364.875000 Penalty: 3183.831055
	Iteration 44F: 3 clusters Score -1075365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -62410.898438 Penalty: 1137.554321
	Iteration 0F: 2 clusters Score -62410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60879.914062 Penalty: 2275.108643
	Iteration 0F: 3 clusters Score -60879.91 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61157.226562 Penalty: 2275.108643
	Iteration 1F: 3 clusters Score -61157.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61230.277344 Penalty: 2275.108643
	Iteration 2F: 3 clusters Score -61230.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61287.449219 Penalty: 2275.108643
	Iteration 3Q: 3 clusters Score -61287.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61312.742188 Penalty: 2275.108643
	Iteration 4Q: 3 clusters Score -61312.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61335.546875 Penalty: 2275.108643
	Iteration 5Q: 3 clusters Score -61335.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -61346.175781 Penalty: 2275.108643
	Iteration 6Q: 3 clusters Score -61346.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61350.375000 Penalty: 2275.108643
	Iteration 7Q: 3 clusters Score -61350.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61354.789062 Penalty: 2275.108643
	Iteration 8Q: 3 clusters Score -61354.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61358.925781 Penalty: 2275.108643
	Iteration 9Q: 3 clusters Score -61358.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -61361.144531 Penalty: 2275.108643
	Iteration 10Q: 3 clusters Score -61361.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61362.609375 Penalty: 2275.108643
	Iteration 11Q: 3 clusters Score -61362.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61365.222656 Penalty: 2275.108643
	Iteration 12Q: 3 clusters Score -61365.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -61369.664062 Penalty: 2275.108643
	Iteration 13Q: 3 clusters Score -61369.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61371.261719 Penalty: 2275.108643
	Iteration 14Q: 3 clusters Score -61371.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -61373.085938 Penalty: 2275.108643
	Iteration 15Q: 3 clusters Score -61373.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -61373.531250 Penalty: 2275.108643
	Iteration 16Q: 3 clusters Score -61373.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -61375.105469 Penalty: 2275.108643
	Iteration 17Q: 3 clusters Score -61375.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61375.582031 Penalty: 2275.108643
	Iteration 18Q: 3 clusters Score -61375.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61375.582031 Penalty: 2275.108643
	Iteration 19F: 3 clusters Score -61375.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Entering Unmasked Estep 
Score: -587017.437500 Penalty: 1494.504517
	Iteration 0F: 2 clusters Score -587017.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -579959.875000 Penalty: 2989.009033
	Iteration 0F: 3 clusters Score -579959.9 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -582174.437500 Penalty: 2989.009033
	Iteration 1F: 3 clusters Score -582174.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -582493.812500 Penalty: 2989.009033
	Iteration 2F: 3 clusters Score -582493.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -582773.937500 Penalty: 2989.009033
	Iteration 3F: 3 clusters Score -582773.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -583044.875000 Penalty: 2989.009033
	Iteration 4F: 3 clusters Score -583044.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -583314.312500 Penalty: 2989.009033
	Iteration 5F: 3 clusters Score -583314.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -583612.750000 Penalty: 2989.009033
	Iteration 6Q: 3 clusters Score -583612.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -583940.750000 Penalty: 2989.009033
	Iteration 7F: 3 clusters Score -583940.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -584323.937500 Penalty: 2989.009033
	Iteration 8F: 3 clusters Score -584323.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -584716.562500 Penalty: 2989.009033
	Iteration 9Q: 3 clusters Score -584716.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -584991.750000 Penalty: 2989.009033
	Iteration 10Q: 3 clusters Score -584991.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -585169.000000 Penalty: 2989.009033
	Iteration 11Q: 3 clusters Score -585169 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -585294.312500 Penalty: 2989.009033
	Iteration 12Q: 3 clusters Score -585294.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -585362.812500 Penalty: 2989.009033
	Iteration 13Q: 3 clusters Score -585362.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -585408.187500 Penalty: 2989.009033
	Iteration 14Q: 3 clusters Score -585408.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -585436.937500 Penalty: 2989.009033
	Iteration 15Q: 3 clusters Score -585436.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -585460.375000 Penalty: 2989.009033
	Iteration 16Q: 3 clusters Score -585460.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -585478.187500 Penalty: 2989.009033
	Iteration 17Q: 3 clusters Score -585478.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -585491.875000 Penalty: 2989.009033
	Iteration 18Q: 3 clusters Score -585491.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -585508.875000 Penalty: 2989.009033
	Iteration 19Q: 3 clusters Score -585508.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -585522.125000 Penalty: 2989.009033
	Iteration 20F: 3 clusters Score -585522.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -585534.000000 Penalty: 2989.009033
	Iteration 21Q: 3 clusters Score -585534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -585545.875000 Penalty: 2989.009033
	Iteration 22Q: 3 clusters Score -585545.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -585553.812500 Penalty: 2989.009033
	Iteration 23Q: 3 clusters Score -585553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -585562.187500 Penalty: 2989.009033
	Iteration 24Q: 3 clusters Score -585562.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -585569.437500 Penalty: 2989.009033
	Iteration 25Q: 3 clusters Score -585569.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -585575.812500 Penalty: 2989.009033
	Iteration 26Q: 3 clusters Score -585575.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -585582.437500 Penalty: 2989.009033
	Iteration 27Q: 3 clusters Score -585582.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -585584.562500 Penalty: 2989.009033
	Iteration 28Q: 3 clusters Score -585584.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -585588.187500 Penalty: 2989.009033
	Iteration 29Q: 3 clusters Score -585588.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -585592.812500 Penalty: 2989.009033
	Iteration 30Q: 3 clusters Score -585592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -585597.937500 Penalty: 2989.009033
	Iteration 31Q: 3 clusters Score -585597.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -585600.312500 Penalty: 2989.009033
	Iteration 32Q: 3 clusters Score -585600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -585604.437500 Penalty: 2989.009033
	Iteration 33Q: 3 clusters Score -585604.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -585605.937500 Penalty: 2989.009033
	Iteration 34Q: 3 clusters Score -585605.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -585611.812500 Penalty: 2989.009033
	Iteration 35Q: 3 clusters Score -585611.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -585614.750000 Penalty: 2989.009033
	Iteration 36Q: 3 clusters Score -585614.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -585617.437500 Penalty: 2989.009033
	Iteration 37Q: 3 clusters Score -585617.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -585621.812500 Penalty: 2989.009033
	Iteration 38Q: 3 clusters Score -585621.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -585631.187500 Penalty: 2989.009033
	Iteration 39Q: 3 clusters Score -585631.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -585641.000000 Penalty: 2989.009033
	Iteration 40F: 3 clusters Score -585641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -585646.000000 Penalty: 2989.009033
	Iteration 41Q: 3 clusters Score -585646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -585652.125000 Penalty: 2989.009033
	Iteration 42Q: 3 clusters Score -585652.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -585657.937500 Penalty: 2989.009033
	Iteration 43Q: 3 clusters Score -585657.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -585665.187500 Penalty: 2989.009033
	Iteration 44Q: 3 clusters Score -585665.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -585673.312500 Penalty: 2989.009033
	Iteration 45Q: 3 clusters Score -585673.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -585680.937500 Penalty: 2989.009033
	Iteration 46Q: 3 clusters Score -585680.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -585684.562500 Penalty: 2989.009033
	Iteration 47Q: 3 clusters Score -585684.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -585689.250000 Penalty: 2989.009033
	Iteration 48Q: 3 clusters Score -585689.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -585687.937500 Penalty: 2989.009033
	Iteration 49Q: 3 clusters Score -585687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -585690.562500 Penalty: 2989.009033
	Iteration 50Q: 3 clusters Score -585690.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -585693.312500 Penalty: 2989.009033
	Iteration 51Q: 3 clusters Score -585693.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -585696.000000 Penalty: 2989.009033
	Iteration 52Q: 3 clusters Score -585696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -585699.062500 Penalty: 2989.009033
	Iteration 53Q: 3 clusters Score -585699.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -585706.125000 Penalty: 2989.009033
	Iteration 54Q: 3 clusters Score -585706.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -585715.000000 Penalty: 2989.009033
	Iteration 55Q: 3 clusters Score -585715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -585724.750000 Penalty: 2989.009033
	Iteration 56Q: 3 clusters Score -585724.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -585732.687500 Penalty: 2989.009033
	Iteration 57Q: 3 clusters Score -585732.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -585741.187500 Penalty: 2989.009033
	Iteration 58Q: 3 clusters Score -585741.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -585746.687500 Penalty: 2989.009033
	Iteration 59Q: 3 clusters Score -585746.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -585750.125000 Penalty: 2989.009033
	Iteration 60F: 3 clusters Score -585750.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -585755.062500 Penalty: 2989.009033
	Iteration 61Q: 3 clusters Score -585755.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -585763.750000 Penalty: 2989.009033
	Iteration 62Q: 3 clusters Score -585763.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -585769.375000 Penalty: 2989.009033
	Iteration 63Q: 3 clusters Score -585769.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -585777.125000 Penalty: 2989.009033
	Iteration 64Q: 3 clusters Score -585777.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -585787.437500 Penalty: 2989.009033
	Iteration 65Q: 3 clusters Score -585787.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -585792.250000 Penalty: 2989.009033
	Iteration 66Q: 3 clusters Score -585792.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -585799.187500 Penalty: 2989.009033
	Iteration 67Q: 3 clusters Score -585799.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -585803.687500 Penalty: 2989.009033
	Iteration 68Q: 3 clusters Score -585803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -585807.625000 Penalty: 2989.009033
	Iteration 69Q: 3 clusters Score -585807.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -585811.812500 Penalty: 2989.009033
	Iteration 70Q: 3 clusters Score -585811.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -585818.250000 Penalty: 2989.009033
	Iteration 71Q: 3 clusters Score -585818.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -585825.562500 Penalty: 2989.009033
	Iteration 72Q: 3 clusters Score -585825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -585831.562500 Penalty: 2989.009033
	Iteration 73Q: 3 clusters Score -585831.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -585835.000000 Penalty: 2989.009033
	Iteration 74Q: 3 clusters Score -585835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -585839.000000 Penalty: 2989.009033
	Iteration 75Q: 3 clusters Score -585839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -585843.125000 Penalty: 2989.009033
	Iteration 76Q: 3 clusters Score -585843.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -585848.062500 Penalty: 2989.009033
	Iteration 77Q: 3 clusters Score -585848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -585851.312500 Penalty: 2989.009033
	Iteration 78Q: 3 clusters Score -585851.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -585854.812500 Penalty: 2989.009033
	Iteration 79Q: 3 clusters Score -585854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -585857.187500 Penalty: 2989.009033
	Iteration 80F: 3 clusters Score -585857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -585859.125000 Penalty: 2989.009033
	Iteration 81Q: 3 clusters Score -585859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -585862.125000 Penalty: 2989.009033
	Iteration 82Q: 3 clusters Score -585862.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -585863.125000 Penalty: 2989.009033
	Iteration 83Q: 3 clusters Score -585863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -585865.875000 Penalty: 2989.009033
	Iteration 84Q: 3 clusters Score -585865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -585870.000000 Penalty: 2989.009033
	Iteration 85Q: 3 clusters Score -585870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -585872.625000 Penalty: 2989.009033
	Iteration 86Q: 3 clusters Score -585872.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -585876.250000 Penalty: 2989.009033
	Iteration 87Q: 3 clusters Score -585876.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -585879.000000 Penalty: 2989.009033
	Iteration 88Q: 3 clusters Score -585879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -585880.000000 Penalty: 2989.009033
	Iteration 89Q: 3 clusters Score -585880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -585884.312500 Penalty: 2989.009033
	Iteration 90Q: 3 clusters Score -585884.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -585889.812500 Penalty: 2989.009033
	Iteration 91Q: 3 clusters Score -585889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -585895.750000 Penalty: 2989.009033
	Iteration 92Q: 3 clusters Score -585895.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -585901.875000 Penalty: 2989.009033
	Iteration 93Q: 3 clusters Score -585901.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -585910.187500 Penalty: 2989.009033
	Iteration 94Q: 3 clusters Score -585910.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -585917.312500 Penalty: 2989.009033
	Iteration 95Q: 3 clusters Score -585917.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -585923.000000 Penalty: 2989.009033
	Iteration 96Q: 3 clusters Score -585923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -585929.437500 Penalty: 2989.009033
	Iteration 97Q: 3 clusters Score -585929.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -585940.437500 Penalty: 2989.009033
	Iteration 98Q: 3 clusters Score -585940.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -585948.687500 Penalty: 2989.009033
	Iteration 99Q: 3 clusters Score -585948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -585954.875000 Penalty: 2989.009033
	Iteration 100F: 3 clusters Score -585954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -585960.187500 Penalty: 2989.009033
	Iteration 101Q: 3 clusters Score -585960.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -585967.437500 Penalty: 2989.009033
	Iteration 102Q: 3 clusters Score -585967.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -585981.687500 Penalty: 2989.009033
	Iteration 103Q: 3 clusters Score -585981.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -585988.687500 Penalty: 2989.009033
	Iteration 104Q: 3 clusters Score -585988.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -585995.937500 Penalty: 2989.009033
	Iteration 105Q: 3 clusters Score -585995.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -586007.312500 Penalty: 2989.009033
	Iteration 106Q: 3 clusters Score -586007.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -586018.562500 Penalty: 2989.009033
	Iteration 107Q: 3 clusters Score -586018.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -586027.625000 Penalty: 2989.009033
	Iteration 108Q: 3 clusters Score -586027.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -586038.000000 Penalty: 2989.009033
	Iteration 109Q: 3 clusters Score -586038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -586047.750000 Penalty: 2989.009033
	Iteration 110Q: 3 clusters Score -586047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -586056.812500 Penalty: 2989.009033
	Iteration 111Q: 3 clusters Score -586056.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -586068.625000 Penalty: 2989.009033
	Iteration 112Q: 3 clusters Score -586068.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -586077.812500 Penalty: 2989.009033
	Iteration 113Q: 3 clusters Score -586077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -586085.875000 Penalty: 2989.009033
	Iteration 114Q: 3 clusters Score -586085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -586091.250000 Penalty: 2989.009033
	Iteration 115Q: 3 clusters Score -586091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -586099.500000 Penalty: 2989.009033
	Iteration 116Q: 3 clusters Score -586099.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -586107.875000 Penalty: 2989.009033
	Iteration 117Q: 3 clusters Score -586107.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -586117.062500 Penalty: 2989.009033
	Iteration 118Q: 3 clusters Score -586117.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -586122.250000 Penalty: 2989.009033
	Iteration 119Q: 3 clusters Score -586122.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -586127.187500 Penalty: 2989.009033
	Iteration 120F: 3 clusters Score -586127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -586132.250000 Penalty: 2989.009033
	Iteration 121Q: 3 clusters Score -586132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -586136.062500 Penalty: 2989.009033
	Iteration 122Q: 3 clusters Score -586136.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -586141.187500 Penalty: 2989.009033
	Iteration 123Q: 3 clusters Score -586141.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -586148.812500 Penalty: 2989.009033
	Iteration 124Q: 3 clusters Score -586148.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -586153.500000 Penalty: 2989.009033
	Iteration 125Q: 3 clusters Score -586153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -586155.250000 Penalty: 2989.009033
	Iteration 126Q: 3 clusters Score -586155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -586159.437500 Penalty: 2989.009033
	Iteration 127Q: 3 clusters Score -586159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -586162.500000 Penalty: 2989.009033
	Iteration 128Q: 3 clusters Score -586162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -586163.812500 Penalty: 2989.009033
	Iteration 129Q: 3 clusters Score -586163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -586170.687500 Penalty: 2989.009033
	Iteration 130Q: 3 clusters Score -586170.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -586176.937500 Penalty: 2989.009033
	Iteration 131Q: 3 clusters Score -586176.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -586188.812500 Penalty: 2989.009033
	Iteration 132Q: 3 clusters Score -586188.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -586197.000000 Penalty: 2989.009033
	Iteration 133Q: 3 clusters Score -586197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -586203.687500 Penalty: 2989.009033
	Iteration 134Q: 3 clusters Score -586203.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -586211.000000 Penalty: 2989.009033
	Iteration 135Q: 3 clusters Score -586211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -586218.875000 Penalty: 2989.009033
	Iteration 136Q: 3 clusters Score -586218.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -586227.625000 Penalty: 2989.009033
	Iteration 137Q: 3 clusters Score -586227.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -586233.125000 Penalty: 2989.009033
	Iteration 138Q: 3 clusters Score -586233.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -586238.375000 Penalty: 2989.009033
	Iteration 139Q: 3 clusters Score -586238.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -586246.312500 Penalty: 2989.009033
	Iteration 140F: 3 clusters Score -586246.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -586249.437500 Penalty: 2989.009033
	Iteration 141Q: 3 clusters Score -586249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -586251.625000 Penalty: 2989.009033
	Iteration 142Q: 3 clusters Score -586251.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -586251.687500 Penalty: 2989.009033
	Iteration 143Q: 3 clusters Score -586251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -586252.562500 Penalty: 2989.009033
	Iteration 144Q: 3 clusters Score -586252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -586253.187500 Penalty: 2989.009033
	Iteration 145Q: 3 clusters Score -586253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -586252.812500 Penalty: 2989.009033
	Iteration 146Q: 3 clusters Score -586252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -586254.125000 Penalty: 2989.009033
	Iteration 147Q: 3 clusters Score -586254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -586255.250000 Penalty: 2989.009033
	Iteration 148Q: 3 clusters Score -586255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -586255.062500 Penalty: 2989.009033
	Iteration 149Q: 3 clusters Score -586255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -586257.500000 Penalty: 2989.009033
	Iteration 150Q: 3 clusters Score -586257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -586259.125000 Penalty: 2989.009033
	Iteration 151Q: 3 clusters Score -586259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -586260.187500 Penalty: 2989.009033
	Iteration 152Q: 3 clusters Score -586260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -586262.000000 Penalty: 2989.009033
	Iteration 153Q: 3 clusters Score -586262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -586261.187500 Penalty: 2989.009033
	Iteration 154Q: 3 clusters Score -586261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -586261.750000 Penalty: 2989.009033
	Iteration 155Q: 3 clusters Score -586261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -586261.312500 Penalty: 2989.009033
	Iteration 156Q: 3 clusters Score -586261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -586262.937500 Penalty: 2989.009033
	Iteration 157Q: 3 clusters Score -586262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -586263.875000 Penalty: 2989.009033
	Iteration 158Q: 3 clusters Score -586263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -586263.937500 Penalty: 2989.009033
	Iteration 159Q: 3 clusters Score -586263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -586263.937500 Penalty: 2989.009033
	Iteration 160F: 3 clusters Score -586263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -201101.593750 Penalty: 1350.162476
	Iteration 0F: 2 clusters Score -201101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -197820.593750 Penalty: 2700.324951
	Iteration 0F: 3 clusters Score -197820.6 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -199140.265625 Penalty: 2700.324951
	Iteration 1F: 3 clusters Score -199140.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -199764.765625 Penalty: 2700.324951
	Iteration 2F: 3 clusters Score -199764.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -200462.421875 Penalty: 2700.324951
	Iteration 3F: 3 clusters Score -200462.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -201091.609375 Penalty: 2700.324951
	Iteration 4F: 3 clusters Score -201091.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -201402.703125 Penalty: 2700.324951
	Iteration 5F: 3 clusters Score -201402.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -201520.375000 Penalty: 2700.324951
	Iteration 6Q: 3 clusters Score -201520.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -201570.890625 Penalty: 2700.324951
	Iteration 7Q: 3 clusters Score -201570.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -201592.468750 Penalty: 2700.324951
	Iteration 8Q: 3 clusters Score -201592.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -201604.156250 Penalty: 2700.324951
	Iteration 9Q: 3 clusters Score -201604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -201609.750000 Penalty: 2700.324951
	Iteration 10Q: 3 clusters Score -201609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -201615.062500 Penalty: 2700.324951
	Iteration 11Q: 3 clusters Score -201615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -201618.968750 Penalty: 2700.324951
	Iteration 12Q: 3 clusters Score -201619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -201620.250000 Penalty: 2700.324951
	Iteration 13Q: 3 clusters Score -201620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -201621.281250 Penalty: 2700.324951
	Iteration 14Q: 3 clusters Score -201621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -201622.812500 Penalty: 2700.324951
	Iteration 15Q: 3 clusters Score -201622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -201625.843750 Penalty: 2700.324951
	Iteration 16Q: 3 clusters Score -201625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201628.390625 Penalty: 2700.324951
	Iteration 17Q: 3 clusters Score -201628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -201629.656250 Penalty: 2700.324951
	Iteration 18Q: 3 clusters Score -201629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201631.437500 Penalty: 2700.324951
	Iteration 19Q: 3 clusters Score -201631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -201631.562500 Penalty: 2700.324951
	Iteration 20F: 3 clusters Score -201631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -201631.828125 Penalty: 2700.324951
	Iteration 21Q: 3 clusters Score -201631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -201631.828125 Penalty: 2700.324951
	Iteration 22F: 3 clusters Score -201631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 17969 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 14278 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 66708 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 24 contains 6032 members 
Entering Unmasked Estep 
Score: -10550275.000000 Penalty: 39527.777344
Splitting cluster 10 changes total score from -10550357.000000 to -10550275.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -537403.187500 Penalty: 1484.152100
	Iteration 0F: 2 clusters Score -537403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -530729.250000 Penalty: 2968.304199
	Iteration 0F: 3 clusters Score -530729.2 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -532986.687500 Penalty: 2968.304199
	Iteration 1F: 3 clusters Score -532986.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -533280.062500 Penalty: 2968.304199
	Iteration 2F: 3 clusters Score -533280.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -533498.125000 Penalty: 2968.304199
	Iteration 3F: 3 clusters Score -533498.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -533687.812500 Penalty: 2968.304199
	Iteration 4Q: 3 clusters Score -533687.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -533862.750000 Penalty: 2968.304199
	Iteration 5Q: 3 clusters Score -533862.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -534034.437500 Penalty: 2968.304199
	Iteration 6Q: 3 clusters Score -534034.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -534175.687500 Penalty: 2968.304199
	Iteration 7Q: 3 clusters Score -534175.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -534300.312500 Penalty: 2968.304199
	Iteration 8Q: 3 clusters Score -534300.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -534398.437500 Penalty: 2968.304199
	Iteration 9Q: 3 clusters Score -534398.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -534480.562500 Penalty: 2968.304199
	Iteration 10Q: 3 clusters Score -534480.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -534540.875000 Penalty: 2968.304199
	Iteration 11Q: 3 clusters Score -534540.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -534580.187500 Penalty: 2968.304199
	Iteration 12Q: 3 clusters Score -534580.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -534613.000000 Penalty: 2968.304199
	Iteration 13Q: 3 clusters Score -534613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -534642.625000 Penalty: 2968.304199
	Iteration 14Q: 3 clusters Score -534642.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -534667.375000 Penalty: 2968.304199
	Iteration 15Q: 3 clusters Score -534667.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -534689.000000 Penalty: 2968.304199
	Iteration 16Q: 3 clusters Score -534689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -534721.687500 Penalty: 2968.304199
	Iteration 17Q: 3 clusters Score -534721.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -534757.875000 Penalty: 2968.304199
	Iteration 18Q: 3 clusters Score -534757.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -534796.812500 Penalty: 2968.304199
	Iteration 19Q: 3 clusters Score -534796.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -534835.937500 Penalty: 2968.304199
	Iteration 20F: 3 clusters Score -534835.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -534873.562500 Penalty: 2968.304199
	Iteration 21Q: 3 clusters Score -534873.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -534914.437500 Penalty: 2968.304199
	Iteration 22Q: 3 clusters Score -534914.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -534952.750000 Penalty: 2968.304199
	Iteration 23Q: 3 clusters Score -534952.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -534995.062500 Penalty: 2968.304199
	Iteration 24Q: 3 clusters Score -534995.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -535038.687500 Penalty: 2968.304199
	Iteration 25Q: 3 clusters Score -535038.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -535083.500000 Penalty: 2968.304199
	Iteration 26Q: 3 clusters Score -535083.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -535140.875000 Penalty: 2968.304199
	Iteration 27Q: 3 clusters Score -535140.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -535217.187500 Penalty: 2968.304199
	Iteration 28Q: 3 clusters Score -535217.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -535297.500000 Penalty: 2968.304199
	Iteration 29Q: 3 clusters Score -535297.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -535370.312500 Penalty: 2968.304199
	Iteration 30Q: 3 clusters Score -535370.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -535452.000000 Penalty: 2968.304199
	Iteration 31Q: 3 clusters Score -535452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -535524.187500 Penalty: 2968.304199
	Iteration 32Q: 3 clusters Score -535524.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -535594.000000 Penalty: 2968.304199
	Iteration 33Q: 3 clusters Score -535594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -535673.625000 Penalty: 2968.304199
	Iteration 34Q: 3 clusters Score -535673.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -535749.562500 Penalty: 2968.304199
	Iteration 35Q: 3 clusters Score -535749.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -535811.062500 Penalty: 2968.304199
	Iteration 36Q: 3 clusters Score -535811.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -535864.437500 Penalty: 2968.304199
	Iteration 37Q: 3 clusters Score -535864.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535911.625000 Penalty: 2968.304199
	Iteration 38Q: 3 clusters Score -535911.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -535959.500000 Penalty: 2968.304199
	Iteration 39Q: 3 clusters Score -535959.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -536008.250000 Penalty: 2968.304199
	Iteration 40F: 3 clusters Score -536008.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -536060.437500 Penalty: 2968.304199
	Iteration 41Q: 3 clusters Score -536060.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -536104.125000 Penalty: 2968.304199
	Iteration 42Q: 3 clusters Score -536104.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -536143.625000 Penalty: 2968.304199
	Iteration 43Q: 3 clusters Score -536143.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -536169.562500 Penalty: 2968.304199
	Iteration 44Q: 3 clusters Score -536169.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -536188.125000 Penalty: 2968.304199
	Iteration 45Q: 3 clusters Score -536188.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -536199.125000 Penalty: 2968.304199
	Iteration 46Q: 3 clusters Score -536199.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -536206.562500 Penalty: 2968.304199
	Iteration 47Q: 3 clusters Score -536206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -536210.625000 Penalty: 2968.304199
	Iteration 48Q: 3 clusters Score -536210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -536214.750000 Penalty: 2968.304199
	Iteration 49Q: 3 clusters Score -536214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -536218.062500 Penalty: 2968.304199
	Iteration 50Q: 3 clusters Score -536218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -536217.750000 Penalty: 2968.304199
	Iteration 51Q: 3 clusters Score -536217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -536218.500000 Penalty: 2968.304199
	Iteration 52Q: 3 clusters Score -536218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -536218.687500 Penalty: 2968.304199
	Iteration 53Q: 3 clusters Score -536218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -536218.687500 Penalty: 2968.304199
	Iteration 54F: 3 clusters Score -536218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -784768.562500 Penalty: 1554.552124
	Iteration 0F: 2 clusters Score -784768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -774804.375000 Penalty: 3109.104248
	Iteration 0F: 3 clusters Score -774804.4 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -778228.937500 Penalty: 3109.104248
	Iteration 1F: 3 clusters Score -778228.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -778673.687500 Penalty: 3109.104248
	Iteration 2F: 3 clusters Score -778673.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -779084.250000 Penalty: 3109.104248
	Iteration 3F: 3 clusters Score -779084.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -779478.812500 Penalty: 3109.104248
	Iteration 4F: 3 clusters Score -779478.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -779828.937500 Penalty: 3109.104248
	Iteration 5Q: 3 clusters Score -779828.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -780202.062500 Penalty: 3109.104248
	Iteration 6Q: 3 clusters Score -780202.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -780637.375000 Penalty: 3109.104248
	Iteration 7F: 3 clusters Score -780637.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -781109.562500 Penalty: 3109.104248
	Iteration 8Q: 3 clusters Score -781109.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -781600.812500 Penalty: 3109.104248
	Iteration 9F: 3 clusters Score -781600.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -782020.625000 Penalty: 3109.104248
	Iteration 10Q: 3 clusters Score -782020.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -782409.562500 Penalty: 3109.104248
	Iteration 11Q: 3 clusters Score -782409.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -782739.937500 Penalty: 3109.104248
	Iteration 12Q: 3 clusters Score -782739.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -782982.750000 Penalty: 3109.104248
	Iteration 13Q: 3 clusters Score -782982.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -783173.750000 Penalty: 3109.104248
	Iteration 14Q: 3 clusters Score -783173.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -783322.750000 Penalty: 3109.104248
	Iteration 15Q: 3 clusters Score -783322.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -783440.937500 Penalty: 3109.104248
	Iteration 16Q: 3 clusters Score -783440.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -783556.500000 Penalty: 3109.104248
	Iteration 17Q: 3 clusters Score -783556.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -783636.437500 Penalty: 3109.104248
	Iteration 18Q: 3 clusters Score -783636.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -783694.812500 Penalty: 3109.104248
	Iteration 19Q: 3 clusters Score -783694.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -783749.562500 Penalty: 3109.104248
	Iteration 20F: 3 clusters Score -783749.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -783814.750000 Penalty: 3109.104248
	Iteration 21Q: 3 clusters Score -783814.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -783881.562500 Penalty: 3109.104248
	Iteration 22Q: 3 clusters Score -783881.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -783956.562500 Penalty: 3109.104248
	Iteration 23Q: 3 clusters Score -783956.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -784016.937500 Penalty: 3109.104248
	Iteration 24Q: 3 clusters Score -784016.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -784063.562500 Penalty: 3109.104248
	Iteration 25Q: 3 clusters Score -784063.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -784113.875000 Penalty: 3109.104248
	Iteration 26Q: 3 clusters Score -784113.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -784158.187500 Penalty: 3109.104248
	Iteration 27Q: 3 clusters Score -784158.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -784196.500000 Penalty: 3109.104248
	Iteration 28Q: 3 clusters Score -784196.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -784214.937500 Penalty: 3109.104248
	Iteration 29Q: 3 clusters Score -784214.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -784231.500000 Penalty: 3109.104248
	Iteration 30Q: 3 clusters Score -784231.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -784240.312500 Penalty: 3109.104248
	Iteration 31Q: 3 clusters Score -784240.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -784247.312500 Penalty: 3109.104248
	Iteration 32Q: 3 clusters Score -784247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -784254.375000 Penalty: 3109.104248
	Iteration 33Q: 3 clusters Score -784254.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -784261.562500 Penalty: 3109.104248
	Iteration 34Q: 3 clusters Score -784261.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -784266.687500 Penalty: 3109.104248
	Iteration 35Q: 3 clusters Score -784266.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -784272.937500 Penalty: 3109.104248
	Iteration 36Q: 3 clusters Score -784272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -784273.812500 Penalty: 3109.104248
	Iteration 37Q: 3 clusters Score -784273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -784275.937500 Penalty: 3109.104248
	Iteration 38Q: 3 clusters Score -784275.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -784281.437500 Penalty: 3109.104248
	Iteration 39Q: 3 clusters Score -784281.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -784282.750000 Penalty: 3109.104248
	Iteration 40F: 3 clusters Score -784282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -784286.875000 Penalty: 3109.104248
	Iteration 41Q: 3 clusters Score -784286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -784288.312500 Penalty: 3109.104248
	Iteration 42Q: 3 clusters Score -784288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -784290.625000 Penalty: 3109.104248
	Iteration 43Q: 3 clusters Score -784290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -784290.875000 Penalty: 3109.104248
	Iteration 44Q: 3 clusters Score -784290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -784295.687500 Penalty: 3109.104248
	Iteration 45Q: 3 clusters Score -784295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -784300.312500 Penalty: 3109.104248
	Iteration 46Q: 3 clusters Score -784300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -784303.250000 Penalty: 3109.104248
	Iteration 47Q: 3 clusters Score -784303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -784307.750000 Penalty: 3109.104248
	Iteration 48Q: 3 clusters Score -784307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -784310.312500 Penalty: 3109.104248
	Iteration 49Q: 3 clusters Score -784310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -784315.250000 Penalty: 3109.104248
	Iteration 50Q: 3 clusters Score -784315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -784316.750000 Penalty: 3109.104248
	Iteration 51Q: 3 clusters Score -784316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -784317.562500 Penalty: 3109.104248
	Iteration 52Q: 3 clusters Score -784317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -784319.500000 Penalty: 3109.104248
	Iteration 53Q: 3 clusters Score -784319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -784321.937500 Penalty: 3109.104248
	Iteration 54Q: 3 clusters Score -784321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -784322.437500 Penalty: 3109.104248
	Iteration 55Q: 3 clusters Score -784322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -784322.437500 Penalty: 3109.104248
	Iteration 56F: 3 clusters Score -784322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -156119.281250 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -156119.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -153438.453125 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -153438.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -154063.515625 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -154063.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -154192.000000 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -154192 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -154269.343750 Penalty: 2587.105225
	Iteration 3Q: 3 clusters Score -154269.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -154333.218750 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -154333.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -154371.953125 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -154372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -154401.031250 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -154401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -154422.796875 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -154422.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -154446.187500 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -154446.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -154465.765625 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -154465.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -154483.875000 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -154483.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -154504.906250 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -154504.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -154529.828125 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -154529.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -154547.734375 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -154547.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -154560.578125 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -154560.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -154576.234375 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -154576.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -154587.781250 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -154587.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -154598.296875 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -154598.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -154613.984375 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -154614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -154626.093750 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -154626.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -154638.281250 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -154638.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154650.718750 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -154650.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -154660.750000 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -154660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -154669.875000 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -154669.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -154678.875000 Penalty: 2587.105225
	Iteration 24Q: 3 clusters Score -154678.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -154689.250000 Penalty: 2587.105225
	Iteration 25Q: 3 clusters Score -154689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154698.140625 Penalty: 2587.105225
	Iteration 26Q: 3 clusters Score -154698.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -154708.890625 Penalty: 2587.105225
	Iteration 27Q: 3 clusters Score -154708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -154720.062500 Penalty: 2587.105225
	Iteration 28Q: 3 clusters Score -154720.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154735.046875 Penalty: 2587.105225
	Iteration 29Q: 3 clusters Score -154735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -154747.484375 Penalty: 2587.105225
	Iteration 30Q: 3 clusters Score -154747.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154762.281250 Penalty: 2587.105225
	Iteration 31Q: 3 clusters Score -154762.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154784.796875 Penalty: 2587.105225
	Iteration 32Q: 3 clusters Score -154784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154801.515625 Penalty: 2587.105225
	Iteration 33Q: 3 clusters Score -154801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154816.218750 Penalty: 2587.105225
	Iteration 34Q: 3 clusters Score -154816.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154828.640625 Penalty: 2587.105225
	Iteration 35Q: 3 clusters Score -154828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154839.937500 Penalty: 2587.105225
	Iteration 36Q: 3 clusters Score -154839.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154850.921875 Penalty: 2587.105225
	Iteration 37Q: 3 clusters Score -154850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154860.468750 Penalty: 2587.105225
	Iteration 38Q: 3 clusters Score -154860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -154865.171875 Penalty: 2587.105225
	Iteration 39Q: 3 clusters Score -154865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -154866.359375 Penalty: 2587.105225
	Iteration 40F: 3 clusters Score -154866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -154869.437500 Penalty: 2587.105225
	Iteration 41Q: 3 clusters Score -154869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -154877.265625 Penalty: 2587.105225
	Iteration 42Q: 3 clusters Score -154877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -154883.781250 Penalty: 2587.105225
	Iteration 43Q: 3 clusters Score -154883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -154890.984375 Penalty: 2587.105225
	Iteration 44Q: 3 clusters Score -154891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -154896.546875 Penalty: 2587.105225
	Iteration 45Q: 3 clusters Score -154896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -154899.859375 Penalty: 2587.105225
	Iteration 46Q: 3 clusters Score -154899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -154902.734375 Penalty: 2587.105225
	Iteration 47Q: 3 clusters Score -154902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -154906.312500 Penalty: 2587.105225
	Iteration 48Q: 3 clusters Score -154906.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -154908.859375 Penalty: 2587.105225
	Iteration 49Q: 3 clusters Score -154908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -154912.046875 Penalty: 2587.105225
	Iteration 50Q: 3 clusters Score -154912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154913.734375 Penalty: 2587.105225
	Iteration 51Q: 3 clusters Score -154913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154914.062500 Penalty: 2587.105225
	Iteration 52Q: 3 clusters Score -154914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -154915.437500 Penalty: 2587.105225
	Iteration 53Q: 3 clusters Score -154915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -154917.703125 Penalty: 2587.105225
	Iteration 54Q: 3 clusters Score -154917.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -154923.250000 Penalty: 2587.105225
	Iteration 55Q: 3 clusters Score -154923.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154928.359375 Penalty: 2587.105225
	Iteration 56Q: 3 clusters Score -154928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -154934.187500 Penalty: 2587.105225
	Iteration 57Q: 3 clusters Score -154934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154941.140625 Penalty: 2587.105225
	Iteration 58Q: 3 clusters Score -154941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -154947.218750 Penalty: 2587.105225
	Iteration 59Q: 3 clusters Score -154947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154949.281250 Penalty: 2587.105225
	Iteration 60F: 3 clusters Score -154949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154954.671875 Penalty: 2587.105225
	Iteration 61Q: 3 clusters Score -154954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154959.015625 Penalty: 2587.105225
	Iteration 62Q: 3 clusters Score -154959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -154963.734375 Penalty: 2587.105225
	Iteration 63Q: 3 clusters Score -154963.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -154966.687500 Penalty: 2587.105225
	Iteration 64Q: 3 clusters Score -154966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -154970.062500 Penalty: 2587.105225
	Iteration 65Q: 3 clusters Score -154970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -154973.031250 Penalty: 2587.105225
	Iteration 66Q: 3 clusters Score -154973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -154975.046875 Penalty: 2587.105225
	Iteration 67Q: 3 clusters Score -154975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -154975.906250 Penalty: 2587.105225
	Iteration 68Q: 3 clusters Score -154975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -154977.812500 Penalty: 2587.105225
	Iteration 69Q: 3 clusters Score -154977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -154980.906250 Penalty: 2587.105225
	Iteration 70Q: 3 clusters Score -154980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -154982.812500 Penalty: 2587.105225
	Iteration 71Q: 3 clusters Score -154982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -154985.515625 Penalty: 2587.105225
	Iteration 72Q: 3 clusters Score -154985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -154985.843750 Penalty: 2587.105225
	Iteration 73Q: 3 clusters Score -154985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -154986.093750 Penalty: 2587.105225
	Iteration 74Q: 3 clusters Score -154986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -154987.265625 Penalty: 2587.105225
	Iteration 75Q: 3 clusters Score -154987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -154987.593750 Penalty: 2587.105225
	Iteration 76Q: 3 clusters Score -154987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -154987.593750 Penalty: 2587.105225
	Iteration 77F: 3 clusters Score -154987.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -297669.406250 Penalty: 1389.005005
	Iteration 0F: 2 clusters Score -297669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -293597.781250 Penalty: 2778.010010
	Iteration 0F: 3 clusters Score -293597.8 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -294746.812500 Penalty: 2778.010010
	Iteration 1F: 3 clusters Score -294746.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -295113.875000 Penalty: 2778.010010
	Iteration 2F: 3 clusters Score -295113.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -295524.656250 Penalty: 2778.010010
	Iteration 3F: 3 clusters Score -295524.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -295906.218750 Penalty: 2778.010010
	Iteration 4F: 3 clusters Score -295906.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -296240.531250 Penalty: 2778.010010
	Iteration 5F: 3 clusters Score -296240.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -296502.218750 Penalty: 2778.010010
	Iteration 6F: 3 clusters Score -296502.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -296698.125000 Penalty: 2778.010010
	Iteration 7Q: 3 clusters Score -296698.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296870.625000 Penalty: 2778.010010
	Iteration 8Q: 3 clusters Score -296870.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -297007.500000 Penalty: 2778.010010
	Iteration 9Q: 3 clusters Score -297007.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -297121.093750 Penalty: 2778.010010
	Iteration 10Q: 3 clusters Score -297121.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -297213.375000 Penalty: 2778.010010
	Iteration 11Q: 3 clusters Score -297213.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -297286.437500 Penalty: 2778.010010
	Iteration 12Q: 3 clusters Score -297286.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -297354.468750 Penalty: 2778.010010
	Iteration 13Q: 3 clusters Score -297354.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -297395.937500 Penalty: 2778.010010
	Iteration 14Q: 3 clusters Score -297395.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -297413.656250 Penalty: 2778.010010
	Iteration 15Q: 3 clusters Score -297413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -297425.281250 Penalty: 2778.010010
	Iteration 16Q: 3 clusters Score -297425.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -297439.750000 Penalty: 2778.010010
	Iteration 17Q: 3 clusters Score -297439.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -297449.125000 Penalty: 2778.010010
	Iteration 18Q: 3 clusters Score -297449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -297454.625000 Penalty: 2778.010010
	Iteration 19Q: 3 clusters Score -297454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -297463.500000 Penalty: 2778.010010
	Iteration 20F: 3 clusters Score -297463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -297466.281250 Penalty: 2778.010010
	Iteration 21Q: 3 clusters Score -297466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -297467.781250 Penalty: 2778.010010
	Iteration 22Q: 3 clusters Score -297467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -297467.781250 Penalty: 2778.010010
	Iteration 23F: 3 clusters Score -297467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -200387.093750 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -200387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -197512.359375 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -197512.4 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -198286.328125 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -198286.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -198477.296875 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -198477.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -198593.000000 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -198593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -198653.703125 Penalty: 2635.106689
	Iteration 4Q: 3 clusters Score -198653.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -198702.140625 Penalty: 2635.106689
	Iteration 5Q: 3 clusters Score -198702.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -198738.515625 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -198738.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -198761.000000 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -198761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -198774.781250 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -198774.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -198787.515625 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -198787.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -198799.656250 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -198799.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -198812.468750 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -198812.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -198823.203125 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -198823.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -198839.171875 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -198839.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -198856.500000 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -198856.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -198877.531250 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -198877.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -198898.375000 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -198898.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -198915.109375 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -198915.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -198929.578125 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -198929.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -198944.046875 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -198944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -198956.250000 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -198956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -198964.796875 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -198964.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -198977.046875 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -198977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -198992.312500 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -198992.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -199002.312500 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -199002.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -199012.671875 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -199012.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -199023.656250 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -199023.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -199034.187500 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -199034.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -199046.687500 Penalty: 2635.106689
	Iteration 28Q: 3 clusters Score -199046.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -199053.156250 Penalty: 2635.106689
	Iteration 29Q: 3 clusters Score -199053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -199058.593750 Penalty: 2635.106689
	Iteration 30Q: 3 clusters Score -199058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -199065.453125 Penalty: 2635.106689
	Iteration 31Q: 3 clusters Score -199065.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -199072.515625 Penalty: 2635.106689
	Iteration 32Q: 3 clusters Score -199072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -199079.234375 Penalty: 2635.106689
	Iteration 33Q: 3 clusters Score -199079.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -199085.781250 Penalty: 2635.106689
	Iteration 34Q: 3 clusters Score -199085.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -199091.812500 Penalty: 2635.106689
	Iteration 35Q: 3 clusters Score -199091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -199094.687500 Penalty: 2635.106689
	Iteration 36Q: 3 clusters Score -199094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199098.671875 Penalty: 2635.106689
	Iteration 37Q: 3 clusters Score -199098.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199104.593750 Penalty: 2635.106689
	Iteration 38Q: 3 clusters Score -199104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -199110.953125 Penalty: 2635.106689
	Iteration 39Q: 3 clusters Score -199111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -199118.140625 Penalty: 2635.106689
	Iteration 40F: 3 clusters Score -199118.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199127.531250 Penalty: 2635.106689
	Iteration 41Q: 3 clusters Score -199127.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -199139.562500 Penalty: 2635.106689
	Iteration 42Q: 3 clusters Score -199139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -199149.390625 Penalty: 2635.106689
	Iteration 43Q: 3 clusters Score -199149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199157.093750 Penalty: 2635.106689
	Iteration 44Q: 3 clusters Score -199157.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -199163.671875 Penalty: 2635.106689
	Iteration 45Q: 3 clusters Score -199163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199173.109375 Penalty: 2635.106689
	Iteration 46Q: 3 clusters Score -199173.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199178.656250 Penalty: 2635.106689
	Iteration 47Q: 3 clusters Score -199178.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -199185.062500 Penalty: 2635.106689
	Iteration 48Q: 3 clusters Score -199185.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -199196.687500 Penalty: 2635.106689
	Iteration 49Q: 3 clusters Score -199196.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -199209.234375 Penalty: 2635.106689
	Iteration 50Q: 3 clusters Score -199209.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199228.468750 Penalty: 2635.106689
	Iteration 51Q: 3 clusters Score -199228.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -199247.281250 Penalty: 2635.106689
	Iteration 52Q: 3 clusters Score -199247.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -199271.125000 Penalty: 2635.106689
	Iteration 53Q: 3 clusters Score -199271.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -199288.937500 Penalty: 2635.106689
	Iteration 54Q: 3 clusters Score -199288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -199311.593750 Penalty: 2635.106689
	Iteration 55Q: 3 clusters Score -199311.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199335.812500 Penalty: 2635.106689
	Iteration 56Q: 3 clusters Score -199335.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -199361.250000 Penalty: 2635.106689
	Iteration 57Q: 3 clusters Score -199361.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -199385.046875 Penalty: 2635.106689
	Iteration 58Q: 3 clusters Score -199385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -199412.406250 Penalty: 2635.106689
	Iteration 59Q: 3 clusters Score -199412.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -199440.484375 Penalty: 2635.106689
	Iteration 60F: 3 clusters Score -199440.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -199471.625000 Penalty: 2635.106689
	Iteration 61Q: 3 clusters Score -199471.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -199502.515625 Penalty: 2635.106689
	Iteration 62Q: 3 clusters Score -199502.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -199534.687500 Penalty: 2635.106689
	Iteration 63Q: 3 clusters Score -199534.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -199563.781250 Penalty: 2635.106689
	Iteration 64Q: 3 clusters Score -199563.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -199590.156250 Penalty: 2635.106689
	Iteration 65Q: 3 clusters Score -199590.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -199611.125000 Penalty: 2635.106689
	Iteration 66Q: 3 clusters Score -199611.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -199635.953125 Penalty: 2635.106689
	Iteration 67Q: 3 clusters Score -199636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -199656.312500 Penalty: 2635.106689
	Iteration 68Q: 3 clusters Score -199656.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -199680.906250 Penalty: 2635.106689
	Iteration 69Q: 3 clusters Score -199680.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -199700.062500 Penalty: 2635.106689
	Iteration 70Q: 3 clusters Score -199700.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -199714.171875 Penalty: 2635.106689
	Iteration 71Q: 3 clusters Score -199714.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -199727.062500 Penalty: 2635.106689
	Iteration 72Q: 3 clusters Score -199727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -199732.281250 Penalty: 2635.106689
	Iteration 73Q: 3 clusters Score -199732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -199735.843750 Penalty: 2635.106689
	Iteration 74Q: 3 clusters Score -199735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -199737.187500 Penalty: 2635.106689
	Iteration 75Q: 3 clusters Score -199737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -199737.781250 Penalty: 2635.106689
	Iteration 76Q: 3 clusters Score -199737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -199738.609375 Penalty: 2635.106689
	Iteration 77Q: 3 clusters Score -199738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -199738.609375 Penalty: 2635.106689
	Iteration 78Q: 3 clusters Score -199738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -199738.609375 Penalty: 2635.106689
	Iteration 79F: 3 clusters Score -199738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Entering Unmasked Estep 
Score: -3853989.000000 Penalty: 1805.062988
	Iteration 0F: 2 clusters Score -3853989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -3809265.000000 Penalty: 3610.125977
	Iteration 0F: 3 clusters Score -3809265 nChanged 31686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -3828279.000000 Penalty: 3610.125977
	Iteration 1F: 3 clusters Score -3828279 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3829536.500000 Penalty: 3610.125977
	Iteration 2Q: 3 clusters Score -3829536 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -3831099.500000 Penalty: 3610.125977
	Iteration 3F: 3 clusters Score -3831100 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -3833067.250000 Penalty: 3610.125977
	Iteration 4F: 3 clusters Score -3833067 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -3835291.750000 Penalty: 3610.125977
	Iteration 5F: 3 clusters Score -3835292 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -3837824.000000 Penalty: 3610.125977
	Iteration 6F: 3 clusters Score -3837824 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -3840453.250000 Penalty: 3610.125977
	Iteration 7F: 3 clusters Score -3840453 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -3843183.500000 Penalty: 3610.125977
	Iteration 8F: 3 clusters Score -3843184 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -3846039.250000 Penalty: 3610.125977
	Iteration 9F: 3 clusters Score -3846039 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -3848490.500000 Penalty: 3610.125977
	Iteration 10Q: 3 clusters Score -3848490 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -3850224.250000 Penalty: 3610.125977
	Iteration 11Q: 3 clusters Score -3850224 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -3851215.250000 Penalty: 3610.125977
	Iteration 12Q: 3 clusters Score -3851215 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -3851774.250000 Penalty: 3610.125977
	Iteration 13Q: 3 clusters Score -3851774 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -3852056.250000 Penalty: 3610.125977
	Iteration 14Q: 3 clusters Score -3852056 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -3852214.250000 Penalty: 3610.125977
	Iteration 15Q: 3 clusters Score -3852214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -3852294.750000 Penalty: 3610.125977
	Iteration 16Q: 3 clusters Score -3852295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -3852331.500000 Penalty: 3610.125977
	Iteration 17Q: 3 clusters Score -3852332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -3852361.250000 Penalty: 3610.125977
	Iteration 18Q: 3 clusters Score -3852361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -3852377.500000 Penalty: 3610.125977
	Iteration 19Q: 3 clusters Score -3852378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -3852390.250000 Penalty: 3610.125977
	Iteration 20F: 3 clusters Score -3852390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -3852405.500000 Penalty: 3610.125977
	Iteration 21Q: 3 clusters Score -3852406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -3852412.000000 Penalty: 3610.125977
	Iteration 22Q: 3 clusters Score -3852412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -3852417.750000 Penalty: 3610.125977
	Iteration 23Q: 3 clusters Score -3852418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -3852420.000000 Penalty: 3610.125977
	Iteration 24Q: 3 clusters Score -3852420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -3852425.750000 Penalty: 3610.125977
	Iteration 25Q: 3 clusters Score -3852426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -3852424.250000 Penalty: 3610.125977
	Iteration 26Q: 3 clusters Score -3852424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -3852427.250000 Penalty: 3610.125977
	Iteration 27Q: 3 clusters Score -3852427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -3852435.500000 Penalty: 3610.125977
	Iteration 28Q: 3 clusters Score -3852436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -3852438.250000 Penalty: 3610.125977
	Iteration 29Q: 3 clusters Score -3852438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -3852442.750000 Penalty: 3610.125977
	Iteration 30Q: 3 clusters Score -3852443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -3852442.750000 Penalty: 3610.125977
	Iteration 31F: 3 clusters Score -3852443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Entering Unmasked Estep 
Score: -560437.062500 Penalty: 1487.470459
	Iteration 0F: 2 clusters Score -560437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -553561.562500 Penalty: 2974.940918
	Iteration 0F: 3 clusters Score -553561.6 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -555808.250000 Penalty: 2974.940918
	Iteration 1F: 3 clusters Score -555808.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -556156.625000 Penalty: 2974.940918
	Iteration 2F: 3 clusters Score -556156.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -556514.625000 Penalty: 2974.940918
	Iteration 3F: 3 clusters Score -556514.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -556842.312500 Penalty: 2974.940918
	Iteration 4F: 3 clusters Score -556842.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -557141.187500 Penalty: 2974.940918
	Iteration 5F: 3 clusters Score -557141.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -557387.750000 Penalty: 2974.940918
	Iteration 6Q: 3 clusters Score -557387.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -557592.437500 Penalty: 2974.940918
	Iteration 7Q: 3 clusters Score -557592.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -557751.875000 Penalty: 2974.940918
	Iteration 8Q: 3 clusters Score -557751.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -557905.312500 Penalty: 2974.940918
	Iteration 9Q: 3 clusters Score -557905.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -558056.562500 Penalty: 2974.940918
	Iteration 10Q: 3 clusters Score -558056.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -558195.687500 Penalty: 2974.940918
	Iteration 11Q: 3 clusters Score -558195.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -558339.000000 Penalty: 2974.940918
	Iteration 12Q: 3 clusters Score -558339 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -558489.562500 Penalty: 2974.940918
	Iteration 13Q: 3 clusters Score -558489.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -558643.437500 Penalty: 2974.940918
	Iteration 14Q: 3 clusters Score -558643.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -558769.875000 Penalty: 2974.940918
	Iteration 15Q: 3 clusters Score -558769.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -558849.437500 Penalty: 2974.940918
	Iteration 16Q: 3 clusters Score -558849.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -558902.937500 Penalty: 2974.940918
	Iteration 17Q: 3 clusters Score -558902.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -558945.875000 Penalty: 2974.940918
	Iteration 18Q: 3 clusters Score -558945.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -558980.812500 Penalty: 2974.940918
	Iteration 19Q: 3 clusters Score -558980.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -559010.125000 Penalty: 2974.940918
	Iteration 20F: 3 clusters Score -559010.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -559034.250000 Penalty: 2974.940918
	Iteration 21Q: 3 clusters Score -559034.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -559047.750000 Penalty: 2974.940918
	Iteration 22Q: 3 clusters Score -559047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -559052.187500 Penalty: 2974.940918
	Iteration 23Q: 3 clusters Score -559052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -559057.437500 Penalty: 2974.940918
	Iteration 24Q: 3 clusters Score -559057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -559060.000000 Penalty: 2974.940918
	Iteration 25Q: 3 clusters Score -559060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -559066.312500 Penalty: 2974.940918
	Iteration 26Q: 3 clusters Score -559066.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -559072.562500 Penalty: 2974.940918
	Iteration 27Q: 3 clusters Score -559072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -559076.937500 Penalty: 2974.940918
	Iteration 28Q: 3 clusters Score -559076.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -559081.812500 Penalty: 2974.940918
	Iteration 29Q: 3 clusters Score -559081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -559084.062500 Penalty: 2974.940918
	Iteration 30Q: 3 clusters Score -559084.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -559085.312500 Penalty: 2974.940918
	Iteration 31Q: 3 clusters Score -559085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -559086.812500 Penalty: 2974.940918
	Iteration 32Q: 3 clusters Score -559086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -559088.687500 Penalty: 2974.940918
	Iteration 33Q: 3 clusters Score -559088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -559088.687500 Penalty: 2974.940918
	Iteration 34Q: 3 clusters Score -559088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559091.250000 Penalty: 2974.940918
	Iteration 35Q: 3 clusters Score -559091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -559092.250000 Penalty: 2974.940918
	Iteration 36Q: 3 clusters Score -559092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -559093.562500 Penalty: 2974.940918
	Iteration 37Q: 3 clusters Score -559093.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -559095.375000 Penalty: 2974.940918
	Iteration 38Q: 3 clusters Score -559095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -559096.437500 Penalty: 2974.940918
	Iteration 39Q: 3 clusters Score -559096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -559098.687500 Penalty: 2974.940918
	Iteration 40F: 3 clusters Score -559098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559101.125000 Penalty: 2974.940918
	Iteration 41Q: 3 clusters Score -559101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -559102.062500 Penalty: 2974.940918
	Iteration 42Q: 3 clusters Score -559102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -559105.687500 Penalty: 2974.940918
	Iteration 43Q: 3 clusters Score -559105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -559107.750000 Penalty: 2974.940918
	Iteration 44Q: 3 clusters Score -559107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -559108.312500 Penalty: 2974.940918
	Iteration 45Q: 3 clusters Score -559108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -559109.000000 Penalty: 2974.940918
	Iteration 46Q: 3 clusters Score -559109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -559109.687500 Penalty: 2974.940918
	Iteration 47Q: 3 clusters Score -559109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -559110.437500 Penalty: 2974.940918
	Iteration 48Q: 3 clusters Score -559110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -559110.687500 Penalty: 2974.940918
	Iteration 49Q: 3 clusters Score -559110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -559110.187500 Penalty: 2974.940918
	Iteration 50Q: 3 clusters Score -559110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -559111.000000 Penalty: 2974.940918
	Iteration 51Q: 3 clusters Score -559111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -559111.625000 Penalty: 2974.940918
	Iteration 52Q: 3 clusters Score -559111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -559110.437500 Penalty: 2974.940918
	Iteration 53Q: 3 clusters Score -559110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -559111.625000 Penalty: 2974.940918
	Iteration 54Q: 3 clusters Score -559111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -559111.625000 Penalty: 2974.940918
	Iteration 55F: 3 clusters Score -559111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Entering Unmasked Estep 
Score: -569397.625000 Penalty: 1495.457031
	Iteration 0F: 2 clusters Score -569397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -562189.062500 Penalty: 2990.914062
	Iteration 0F: 3 clusters Score -562189.1 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -564543.437500 Penalty: 2990.914062
	Iteration 1F: 3 clusters Score -564543.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -564793.437500 Penalty: 2990.914062
	Iteration 2F: 3 clusters Score -564793.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -564992.312500 Penalty: 2990.914062
	Iteration 3Q: 3 clusters Score -564992.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -565230.000000 Penalty: 2990.914062
	Iteration 4Q: 3 clusters Score -565230 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -565501.937500 Penalty: 2990.914062
	Iteration 5Q: 3 clusters Score -565501.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -565808.250000 Penalty: 2990.914062
	Iteration 6F: 3 clusters Score -565808.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -566173.062500 Penalty: 2990.914062
	Iteration 7F: 3 clusters Score -566173.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -566566.937500 Penalty: 2990.914062
	Iteration 8F: 3 clusters Score -566566.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -566988.000000 Penalty: 2990.914062
	Iteration 9F: 3 clusters Score -566988 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -567371.937500 Penalty: 2990.914062
	Iteration 10F: 3 clusters Score -567371.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -567691.625000 Penalty: 2990.914062
	Iteration 11Q: 3 clusters Score -567691.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -567952.687500 Penalty: 2990.914062
	Iteration 12Q: 3 clusters Score -567952.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -568127.750000 Penalty: 2990.914062
	Iteration 13Q: 3 clusters Score -568127.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -568254.750000 Penalty: 2990.914062
	Iteration 14Q: 3 clusters Score -568254.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -568348.312500 Penalty: 2990.914062
	Iteration 15Q: 3 clusters Score -568348.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -568407.875000 Penalty: 2990.914062
	Iteration 16Q: 3 clusters Score -568407.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -568454.562500 Penalty: 2990.914062
	Iteration 17Q: 3 clusters Score -568454.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -568478.812500 Penalty: 2990.914062
	Iteration 18Q: 3 clusters Score -568478.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -568496.312500 Penalty: 2990.914062
	Iteration 19Q: 3 clusters Score -568496.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -568507.750000 Penalty: 2990.914062
	Iteration 20F: 3 clusters Score -568507.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -568518.687500 Penalty: 2990.914062
	Iteration 21Q: 3 clusters Score -568518.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -568525.312500 Penalty: 2990.914062
	Iteration 22Q: 3 clusters Score -568525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -568529.062500 Penalty: 2990.914062
	Iteration 23Q: 3 clusters Score -568529.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -568534.000000 Penalty: 2990.914062
	Iteration 24Q: 3 clusters Score -568534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -568541.125000 Penalty: 2990.914062
	Iteration 25Q: 3 clusters Score -568541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -568544.062500 Penalty: 2990.914062
	Iteration 26Q: 3 clusters Score -568544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -568545.250000 Penalty: 2990.914062
	Iteration 27Q: 3 clusters Score -568545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -568548.375000 Penalty: 2990.914062
	Iteration 28Q: 3 clusters Score -568548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -568547.687500 Penalty: 2990.914062
	Iteration 29Q: 3 clusters Score -568547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -568549.312500 Penalty: 2990.914062
	Iteration 30Q: 3 clusters Score -568549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -568551.062500 Penalty: 2990.914062
	Iteration 31Q: 3 clusters Score -568551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -568550.625000 Penalty: 2990.914062
	Iteration 32Q: 3 clusters Score -568550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -568550.187500 Penalty: 2990.914062
	Iteration 33Q: 3 clusters Score -568550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -568550.187500 Penalty: 2990.914062
	Iteration 34F: 3 clusters Score -568550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -309159.562500 Penalty: 1414.535522
	Iteration 0F: 2 clusters Score -309159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -304518.687500 Penalty: 2829.071045
	Iteration 0F: 3 clusters Score -304518.7 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -306258.437500 Penalty: 2829.071045
	Iteration 1F: 3 clusters Score -306258.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307265.875000 Penalty: 2829.071045
	Iteration 2F: 3 clusters Score -307265.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -308094.718750 Penalty: 2829.071045
	Iteration 3F: 3 clusters Score -308094.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -308689.187500 Penalty: 2829.071045
	Iteration 4F: 3 clusters Score -308689.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -309060.125000 Penalty: 2829.071045
	Iteration 5F: 3 clusters Score -309060.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -309287.312500 Penalty: 2829.071045
	Iteration 6Q: 3 clusters Score -309287.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -309446.343750 Penalty: 2829.071045
	Iteration 7Q: 3 clusters Score -309446.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -309547.656250 Penalty: 2829.071045
	Iteration 8Q: 3 clusters Score -309547.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -309609.406250 Penalty: 2829.071045
	Iteration 9Q: 3 clusters Score -309609.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -309636.125000 Penalty: 2829.071045
	Iteration 10Q: 3 clusters Score -309636.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -309647.250000 Penalty: 2829.071045
	Iteration 11Q: 3 clusters Score -309647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -309661.031250 Penalty: 2829.071045
	Iteration 12Q: 3 clusters Score -309661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -309667.593750 Penalty: 2829.071045
	Iteration 13Q: 3 clusters Score -309667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -309674.875000 Penalty: 2829.071045
	Iteration 14Q: 3 clusters Score -309674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -309679.812500 Penalty: 2829.071045
	Iteration 15Q: 3 clusters Score -309679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -309683.343750 Penalty: 2829.071045
	Iteration 16Q: 3 clusters Score -309683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -309684.406250 Penalty: 2829.071045
	Iteration 17Q: 3 clusters Score -309684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -309687.406250 Penalty: 2829.071045
	Iteration 18Q: 3 clusters Score -309687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -309688.218750 Penalty: 2829.071045
	Iteration 19Q: 3 clusters Score -309688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -309689.406250 Penalty: 2829.071045
	Iteration 20F: 3 clusters Score -309689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -309689.687500 Penalty: 2829.071045
	Iteration 21Q: 3 clusters Score -309689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -309690.468750 Penalty: 2829.071045
	Iteration 22Q: 3 clusters Score -309690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -309692.812500 Penalty: 2829.071045
	Iteration 23Q: 3 clusters Score -309692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -309694.156250 Penalty: 2829.071045
	Iteration 24Q: 3 clusters Score -309694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -309694.156250 Penalty: 2829.071045
	Iteration 25F: 3 clusters Score -309694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 17969 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 14278 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 66708 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 24 contains 5416 members 
Entering Unmasked Estep 
Score: -10550315.000000 Penalty: 39527.777344
Splitting cluster 24 changes total score from -10550357.000000 to -10550315.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 17969 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 14278 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 66708 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 24 contains 6032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550362.000000 Penalty: 37551.386719
Iteration 39Q: 20 clusters Score -1.055036e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 7841 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 17999 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 9885 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 14308 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 66792 members 
Mstep: Class 20 contains 9424 members 
Mstep: Class 22 contains 9926 members 
Mstep: Class 24 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550476.000000 Penalty: 37551.386719
Iteration 40F: 20 clusters Score -1.055048e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 3787 members 
Mstep: Class 7 contains 18027 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 14332 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 3371 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 20 contains 9390 members 
Mstep: Class 22 contains 9908 members 
Mstep: Class 24 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550549.000000 Penalty: 37551.386719
Iteration 41Q: 20 clusters Score -1.055055e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8999 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 18064 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 9913 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 9209 members 
Mstep: Class 12 contains 14350 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 3404 members 
Mstep: Class 16 contains 66990 members 
Mstep: Class 20 contains 9356 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 24 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550681.000000 Penalty: 37551.386719
Iteration 42Q: 20 clusters Score -1.055068e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8921 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 9941 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 3426 members 
Mstep: Class 16 contains 67091 members 
Mstep: Class 20 contains 9314 members 
Mstep: Class 22 contains 9854 members 
Mstep: Class 24 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550816.000000 Penalty: 37551.386719
Iteration 43Q: 20 clusters Score -1.055082e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8861 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 3719 members 
Mstep: Class 7 contains 18137 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 9972 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 67182 members 
Mstep: Class 20 contains 9287 members 
Mstep: Class 22 contains 9829 members 
Mstep: Class 24 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10550964.000000 Penalty: 37551.386719
Iteration 44Q: 20 clusters Score -1.055096e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 7625 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 18169 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 67288 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 22 contains 9799 members 
Mstep: Class 24 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551210.000000 Penalty: 37551.386719
Iteration 45Q: 20 clusters Score -1.055121e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8740 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 18203 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 67400 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 22 contains 9780 members 
Mstep: Class 24 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551436.000000 Penalty: 37551.386719
Iteration 46Q: 20 clusters Score -1.055144e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 7549 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 3658 members 
Mstep: Class 7 contains 18241 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 14507 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 67482 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 22 contains 9754 members 
Mstep: Class 24 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551676.000000 Penalty: 37551.386719
Iteration 47Q: 20 clusters Score -1.055168e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8566 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 18274 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 14541 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 67545 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 22 contains 9722 members 
Mstep: Class 24 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551802.000000 Penalty: 37551.386719
Iteration 48Q: 20 clusters Score -1.05518e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8486 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 7497 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 14567 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 3485 members 
Mstep: Class 16 contains 67603 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 24 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10551904.000000 Penalty: 37551.386719
Iteration 49Q: 20 clusters Score -1.05519e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 7459 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 3928 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 14598 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 67679 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552035.000000 Penalty: 37551.386719
Iteration 50Q: 20 clusters Score -1.055204e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 7428 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 18384 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 10133 members 
Mstep: Class 10 contains 3913 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 67743 members 
Mstep: Class 20 contains 9089 members 
Mstep: Class 22 contains 9680 members 
Mstep: Class 24 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552058.000000 Penalty: 37551.386719
Iteration 51Q: 20 clusters Score -1.055206e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 10151 members 
Mstep: Class 10 contains 3904 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 14643 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 3497 members 
Mstep: Class 16 contains 67783 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 24 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552043.000000 Penalty: 37551.386719
Iteration 52Q: 20 clusters Score -1.055204e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 18470 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 10161 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 67820 members 
Mstep: Class 20 contains 9008 members 
Mstep: Class 22 contains 9653 members 
Mstep: Class 24 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552046.000000 Penalty: 37551.386719
Iteration 53Q: 20 clusters Score -1.055205e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8219 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 7361 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 18520 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 10172 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 14690 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 3499 members 
Mstep: Class 16 contains 67845 members 
Mstep: Class 20 contains 8966 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 24 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552122.000000 Penalty: 37551.386719
Iteration 54Q: 20 clusters Score -1.055212e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8180 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 10184 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 14693 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 4888 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 67862 members 
Mstep: Class 20 contains 8925 members 
Mstep: Class 22 contains 9644 members 
Mstep: Class 24 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552151.000000 Penalty: 37551.386719
Iteration 55Q: 20 clusters Score -1.055215e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 7350 members 
Mstep: Class 5 contains 4846 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 10191 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4912 members 
Mstep: Class 15 contains 3505 members 
Mstep: Class 16 contains 67874 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 22 contains 9638 members 
Mstep: Class 24 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552212.000000 Penalty: 37551.386719
Iteration 56Q: 20 clusters Score -1.055221e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8088 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 4854 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 18644 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 10199 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 67875 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 22 contains 9635 members 
Mstep: Class 24 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552278.000000 Penalty: 37551.386719
Iteration 57Q: 20 clusters Score -1.055228e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8044 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 10205 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 4959 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 67886 members 
Mstep: Class 20 contains 8797 members 
Mstep: Class 22 contains 9619 members 
Mstep: Class 24 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552422.000000 Penalty: 37551.386719
Iteration 58Q: 20 clusters Score -1.055242e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8006 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 10209 members 
Mstep: Class 10 contains 3807 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 14706 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 67888 members 
Mstep: Class 20 contains 8760 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 24 contains 5231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552541.000000 Penalty: 37551.386719
Iteration 59Q: 20 clusters Score -1.055254e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 4863 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 18749 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 10209 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 67874 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 22 contains 9599 members 
Mstep: Class 24 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552676.000000 Penalty: 37551.386719
Iteration 60F: 20 clusters Score -1.055268e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 7309 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 10211 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 5016 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 67852 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 22 contains 9594 members 
Mstep: Class 24 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10552862.000000 Penalty: 37551.386719
Iteration 61Q: 20 clusters Score -1.055286e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7897 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 18835 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 10213 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 8936 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 67802 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 24 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553069.000000 Penalty: 37551.386719
Iteration 62Q: 20 clusters Score -1.055307e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7867 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 10217 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 67763 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 22 contains 9581 members 
Mstep: Class 24 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553393.000000 Penalty: 37551.386719
Iteration 63Q: 20 clusters Score -1.055339e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 1143 members 
Mstep: Class 9 contains 10225 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 14698 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 3537 members 
Mstep: Class 16 contains 67709 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 22 contains 9580 members 
Mstep: Class 24 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10553807.000000 Penalty: 37551.386719
Iteration 64Q: 20 clusters Score -1.055381e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 10231 members 
Mstep: Class 10 contains 3773 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 3635 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 67624 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 22 contains 9579 members 
Mstep: Class 24 contains 3845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554112.000000 Penalty: 37551.386719
Iteration 65Q: 20 clusters Score -1.055411e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7749 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 7225 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 18975 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 10243 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 14673 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 3534 members 
Mstep: Class 16 contains 67504 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 22 contains 9573 members 
Mstep: Class 24 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554431.000000 Penalty: 37551.386719
Iteration 66Q: 20 clusters Score -1.055443e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7716 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3409 members 
Mstep: Class 7 contains 19015 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 10258 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 11 contains 8883 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 67406 members 
Mstep: Class 20 contains 8368 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 24 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554733.000000 Penalty: 37551.386719
Iteration 67Q: 20 clusters Score -1.055473e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 7177 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 19068 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 3838 members 
Mstep: Class 14 contains 5104 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 67287 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 22 contains 9553 members 
Mstep: Class 24 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10554997.000000 Penalty: 37551.386719
Iteration 68Q: 20 clusters Score -1.0555e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 14642 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 67212 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 22 contains 9547 members 
Mstep: Class 24 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555254.000000 Penalty: 37551.386719
Iteration 69Q: 20 clusters Score -1.055525e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7586 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 7146 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 19174 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 67149 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 22 contains 9547 members 
Mstep: Class 24 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555412.000000 Penalty: 37551.386719
Iteration 70Q: 20 clusters Score -1.055541e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 19221 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 67134 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 22 contains 9534 members 
Mstep: Class 24 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555544.000000 Penalty: 37551.386719
Iteration 71Q: 20 clusters Score -1.055554e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 19267 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 10304 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 14618 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 16 contains 67121 members 
Mstep: Class 20 contains 8057 members 
Mstep: Class 22 contains 9524 members 
Mstep: Class 24 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555627.000000 Penalty: 37551.386719
Iteration 72Q: 20 clusters Score -1.055563e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 7096 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 19302 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 16 contains 67124 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 22 contains 9510 members 
Mstep: Class 24 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555659.000000 Penalty: 37551.386719
Iteration 73Q: 20 clusters Score -1.055566e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 7431 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 19338 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 10324 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 14612 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 3553 members 
Mstep: Class 16 contains 67154 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 22 contains 9504 members 
Mstep: Class 24 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555742.000000 Penalty: 37551.386719
Iteration 74Q: 20 clusters Score -1.055574e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 19375 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 14610 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 67187 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 22 contains 9499 members 
Mstep: Class 24 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555820.000000 Penalty: 37551.386719
Iteration 75Q: 20 clusters Score -1.055582e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3341 members 
Mstep: Class 7 contains 19420 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 10342 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 14604 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 5198 members 
Mstep: Class 15 contains 3552 members 
Mstep: Class 16 contains 67205 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 22 contains 9487 members 
Mstep: Class 24 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555878.000000 Penalty: 37551.386719
Iteration 76Q: 20 clusters Score -1.055588e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 7027 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3337 members 
Mstep: Class 7 contains 19461 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 14599 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 3552 members 
Mstep: Class 16 contains 67231 members 
Mstep: Class 20 contains 7803 members 
Mstep: Class 22 contains 9479 members 
Mstep: Class 24 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555866.000000 Penalty: 37551.386719
Iteration 77Q: 20 clusters Score -1.055587e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 19502 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 14599 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 3558 members 
Mstep: Class 16 contains 67244 members 
Mstep: Class 20 contains 7757 members 
Mstep: Class 22 contains 9466 members 
Mstep: Class 24 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 20 clusters Score -1.055593e+07 nChanged 248
Entering ConstructFrom: 
Score: -10555931.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (9763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Entering Unmasked Estep 
Score: -522086.000000 Penalty: 1492.782593
	Iteration 0F: 2 clusters Score -522086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -515123.062500 Penalty: 2985.565186
	Iteration 0F: 3 clusters Score -515123.1 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -517572.468750 Penalty: 2985.565186
	Iteration 1F: 3 clusters Score -517572.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -518147.562500 Penalty: 2985.565186
	Iteration 2F: 3 clusters Score -518147.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -518730.812500 Penalty: 2985.565186
	Iteration 3F: 3 clusters Score -518730.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -519264.750000 Penalty: 2985.565186
	Iteration 4F: 3 clusters Score -519264.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -519664.593750 Penalty: 2985.565186
	Iteration 5F: 3 clusters Score -519664.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -519958.000000 Penalty: 2985.565186
	Iteration 6F: 3 clusters Score -519958 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -520183.437500 Penalty: 2985.565186
	Iteration 7Q: 3 clusters Score -520183.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -520405.031250 Penalty: 2985.565186
	Iteration 8Q: 3 clusters Score -520405 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -520613.156250 Penalty: 2985.565186
	Iteration 9Q: 3 clusters Score -520613.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -520820.500000 Penalty: 2985.565186
	Iteration 10Q: 3 clusters Score -520820.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -520993.156250 Penalty: 2985.565186
	Iteration 11Q: 3 clusters Score -520993.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -521109.500000 Penalty: 2985.565186
	Iteration 12Q: 3 clusters Score -521109.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -521181.812500 Penalty: 2985.565186
	Iteration 13Q: 3 clusters Score -521181.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -521228.000000 Penalty: 2985.565186
	Iteration 14Q: 3 clusters Score -521228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -521260.937500 Penalty: 2985.565186
	Iteration 15Q: 3 clusters Score -521260.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -521283.187500 Penalty: 2985.565186
	Iteration 16Q: 3 clusters Score -521283.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -521304.031250 Penalty: 2985.565186
	Iteration 17Q: 3 clusters Score -521304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -521326.156250 Penalty: 2985.565186
	Iteration 18Q: 3 clusters Score -521326.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -521340.750000 Penalty: 2985.565186
	Iteration 19Q: 3 clusters Score -521340.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -521354.187500 Penalty: 2985.565186
	Iteration 20F: 3 clusters Score -521354.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -521365.437500 Penalty: 2985.565186
	Iteration 21Q: 3 clusters Score -521365.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -521373.093750 Penalty: 2985.565186
	Iteration 22Q: 3 clusters Score -521373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -521374.906250 Penalty: 2985.565186
	Iteration 23Q: 3 clusters Score -521374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -521378.625000 Penalty: 2985.565186
	Iteration 24Q: 3 clusters Score -521378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -521382.562500 Penalty: 2985.565186
	Iteration 25Q: 3 clusters Score -521382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -521387.500000 Penalty: 2985.565186
	Iteration 26Q: 3 clusters Score -521387.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -521390.937500 Penalty: 2985.565186
	Iteration 27Q: 3 clusters Score -521390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -521393.281250 Penalty: 2985.565186
	Iteration 28Q: 3 clusters Score -521393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -521396.281250 Penalty: 2985.565186
	Iteration 29Q: 3 clusters Score -521396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -521397.781250 Penalty: 2985.565186
	Iteration 30Q: 3 clusters Score -521397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -521398.750000 Penalty: 2985.565186
	Iteration 31Q: 3 clusters Score -521398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -521400.156250 Penalty: 2985.565186
	Iteration 32Q: 3 clusters Score -521400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -521402.843750 Penalty: 2985.565186
	Iteration 33Q: 3 clusters Score -521402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -521403.187500 Penalty: 2985.565186
	Iteration 34Q: 3 clusters Score -521403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -521407.250000 Penalty: 2985.565186
	Iteration 35Q: 3 clusters Score -521407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -521408.187500 Penalty: 2985.565186
	Iteration 36Q: 3 clusters Score -521408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -521410.843750 Penalty: 2985.565186
	Iteration 37Q: 3 clusters Score -521410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -521413.875000 Penalty: 2985.565186
	Iteration 38Q: 3 clusters Score -521413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -521419.406250 Penalty: 2985.565186
	Iteration 39Q: 3 clusters Score -521419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -521426.218750 Penalty: 2985.565186
	Iteration 40F: 3 clusters Score -521426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -521432.062500 Penalty: 2985.565186
	Iteration 41Q: 3 clusters Score -521432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -521438.843750 Penalty: 2985.565186
	Iteration 42Q: 3 clusters Score -521438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -521443.968750 Penalty: 2985.565186
	Iteration 43Q: 3 clusters Score -521444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -521448.250000 Penalty: 2985.565186
	Iteration 44Q: 3 clusters Score -521448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -521450.531250 Penalty: 2985.565186
	Iteration 45Q: 3 clusters Score -521450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -521453.906250 Penalty: 2985.565186
	Iteration 46Q: 3 clusters Score -521453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -521458.437500 Penalty: 2985.565186
	Iteration 47Q: 3 clusters Score -521458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -521461.937500 Penalty: 2985.565186
	Iteration 48Q: 3 clusters Score -521461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -521463.375000 Penalty: 2985.565186
	Iteration 49Q: 3 clusters Score -521463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -521465.218750 Penalty: 2985.565186
	Iteration 50Q: 3 clusters Score -521465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -521466.093750 Penalty: 2985.565186
	Iteration 51Q: 3 clusters Score -521466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -521466.312500 Penalty: 2985.565186
	Iteration 52Q: 3 clusters Score -521466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -521467.750000 Penalty: 2985.565186
	Iteration 53Q: 3 clusters Score -521467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -521467.750000 Penalty: 2985.565186
	Iteration 54F: 3 clusters Score -521467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -440967.843750 Penalty: 1445.828857
	Iteration 0F: 2 clusters Score -440967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -435630.656250 Penalty: 2891.657715
	Iteration 0F: 3 clusters Score -435630.7 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -437326.062500 Penalty: 2891.657715
	Iteration 1F: 3 clusters Score -437326.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -437702.781250 Penalty: 2891.657715
	Iteration 2F: 3 clusters Score -437702.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -438056.062500 Penalty: 2891.657715
	Iteration 3F: 3 clusters Score -438056.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -438358.156250 Penalty: 2891.657715
	Iteration 4F: 3 clusters Score -438358.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -438638.968750 Penalty: 2891.657715
	Iteration 5F: 3 clusters Score -438639 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -438880.593750 Penalty: 2891.657715
	Iteration 6F: 3 clusters Score -438880.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -439098.781250 Penalty: 2891.657715
	Iteration 7Q: 3 clusters Score -439098.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -439286.937500 Penalty: 2891.657715
	Iteration 8Q: 3 clusters Score -439286.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -439457.343750 Penalty: 2891.657715
	Iteration 9Q: 3 clusters Score -439457.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -439581.375000 Penalty: 2891.657715
	Iteration 10Q: 3 clusters Score -439581.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -439669.187500 Penalty: 2891.657715
	Iteration 11Q: 3 clusters Score -439669.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -439730.781250 Penalty: 2891.657715
	Iteration 12Q: 3 clusters Score -439730.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -439777.843750 Penalty: 2891.657715
	Iteration 13Q: 3 clusters Score -439777.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -439816.906250 Penalty: 2891.657715
	Iteration 14Q: 3 clusters Score -439816.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -439839.875000 Penalty: 2891.657715
	Iteration 15Q: 3 clusters Score -439839.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -439852.875000 Penalty: 2891.657715
	Iteration 16Q: 3 clusters Score -439852.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -439861.781250 Penalty: 2891.657715
	Iteration 17Q: 3 clusters Score -439861.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -439867.875000 Penalty: 2891.657715
	Iteration 18Q: 3 clusters Score -439867.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -439869.156250 Penalty: 2891.657715
	Iteration 19Q: 3 clusters Score -439869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -439871.312500 Penalty: 2891.657715
	Iteration 20F: 3 clusters Score -439871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -439872.718750 Penalty: 2891.657715
	Iteration 21Q: 3 clusters Score -439872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -439873.156250 Penalty: 2891.657715
	Iteration 22Q: 3 clusters Score -439873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -439873.906250 Penalty: 2891.657715
	Iteration 23Q: 3 clusters Score -439873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -439876.062500 Penalty: 2891.657715
	Iteration 24Q: 3 clusters Score -439876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -439877.281250 Penalty: 2891.657715
	Iteration 25Q: 3 clusters Score -439877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -439880.468750 Penalty: 2891.657715
	Iteration 26Q: 3 clusters Score -439880.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -439882.781250 Penalty: 2891.657715
	Iteration 27Q: 3 clusters Score -439882.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -439887.406250 Penalty: 2891.657715
	Iteration 28Q: 3 clusters Score -439887.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -439890.718750 Penalty: 2891.657715
	Iteration 29Q: 3 clusters Score -439890.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -439893.593750 Penalty: 2891.657715
	Iteration 30Q: 3 clusters Score -439893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -439895.468750 Penalty: 2891.657715
	Iteration 31Q: 3 clusters Score -439895.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -439899.343750 Penalty: 2891.657715
	Iteration 32Q: 3 clusters Score -439899.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -439902.000000 Penalty: 2891.657715
	Iteration 33Q: 3 clusters Score -439902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -439904.250000 Penalty: 2891.657715
	Iteration 34Q: 3 clusters Score -439904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -439906.500000 Penalty: 2891.657715
	Iteration 35Q: 3 clusters Score -439906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -439906.656250 Penalty: 2891.657715
	Iteration 36Q: 3 clusters Score -439906.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -439908.125000 Penalty: 2891.657715
	Iteration 37Q: 3 clusters Score -439908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -439907.937500 Penalty: 2891.657715
	Iteration 38Q: 3 clusters Score -439907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -439907.906250 Penalty: 2891.657715
	Iteration 39Q: 3 clusters Score -439907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -439908.937500 Penalty: 2891.657715
	Iteration 40F: 3 clusters Score -439908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -439910.812500 Penalty: 2891.657715
	Iteration 41Q: 3 clusters Score -439910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -439913.156250 Penalty: 2891.657715
	Iteration 42Q: 3 clusters Score -439913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -439913.281250 Penalty: 2891.657715
	Iteration 43Q: 3 clusters Score -439913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -439914.000000 Penalty: 2891.657715
	Iteration 44Q: 3 clusters Score -439914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -439914.531250 Penalty: 2891.657715
	Iteration 45Q: 3 clusters Score -439914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -439916.406250 Penalty: 2891.657715
	Iteration 46Q: 3 clusters Score -439916.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -439918.500000 Penalty: 2891.657715
	Iteration 47Q: 3 clusters Score -439918.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -439920.750000 Penalty: 2891.657715
	Iteration 48Q: 3 clusters Score -439920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -439922.031250 Penalty: 2891.657715
	Iteration 49Q: 3 clusters Score -439922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -439923.437500 Penalty: 2891.657715
	Iteration 50Q: 3 clusters Score -439923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -439925.093750 Penalty: 2891.657715
	Iteration 51Q: 3 clusters Score -439925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -439926.343750 Penalty: 2891.657715
	Iteration 52Q: 3 clusters Score -439926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -439926.062500 Penalty: 2891.657715
	Iteration 53Q: 3 clusters Score -439926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -439928.093750 Penalty: 2891.657715
	Iteration 54Q: 3 clusters Score -439928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -439929.156250 Penalty: 2891.657715
	Iteration 55Q: 3 clusters Score -439929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -439930.343750 Penalty: 2891.657715
	Iteration 56Q: 3 clusters Score -439930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -439930.750000 Penalty: 2891.657715
	Iteration 57Q: 3 clusters Score -439930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -439931.937500 Penalty: 2891.657715
	Iteration 58Q: 3 clusters Score -439931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -439932.843750 Penalty: 2891.657715
	Iteration 59Q: 3 clusters Score -439932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -439934.375000 Penalty: 2891.657715
	Iteration 60F: 3 clusters Score -439934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -439934.218750 Penalty: 2891.657715
	Iteration 61Q: 3 clusters Score -439934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -439935.125000 Penalty: 2891.657715
	Iteration 62Q: 3 clusters Score -439935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -439937.218750 Penalty: 2891.657715
	Iteration 63Q: 3 clusters Score -439937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -439939.687500 Penalty: 2891.657715
	Iteration 64Q: 3 clusters Score -439939.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -439940.156250 Penalty: 2891.657715
	Iteration 65Q: 3 clusters Score -439940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -439942.218750 Penalty: 2891.657715
	Iteration 66Q: 3 clusters Score -439942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -439942.375000 Penalty: 2891.657715
	Iteration 67Q: 3 clusters Score -439942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -439943.281250 Penalty: 2891.657715
	Iteration 68Q: 3 clusters Score -439943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -439943.437500 Penalty: 2891.657715
	Iteration 69Q: 3 clusters Score -439943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -439943.593750 Penalty: 2891.657715
	Iteration 70Q: 3 clusters Score -439943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -439943.593750 Penalty: 2891.657715
	Iteration 71F: 3 clusters Score -439943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -81532.500000 Penalty: 1173.666992
	Iteration 0F: 2 clusters Score -81532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -79827.195312 Penalty: 2347.333984
	Iteration 0F: 3 clusters Score -79827.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80146.437500 Penalty: 2347.333984
	Iteration 1F: 3 clusters Score -80146.44 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -80226.460938 Penalty: 2347.333984
	Iteration 2F: 3 clusters Score -80226.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80262.812500 Penalty: 2347.333984
	Iteration 3Q: 3 clusters Score -80262.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -80286.273438 Penalty: 2347.333984
	Iteration 4Q: 3 clusters Score -80286.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80298.734375 Penalty: 2347.333984
	Iteration 5Q: 3 clusters Score -80298.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -80307.875000 Penalty: 2347.333984
	Iteration 6Q: 3 clusters Score -80307.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80313.757812 Penalty: 2347.333984
	Iteration 7Q: 3 clusters Score -80313.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -80319.343750 Penalty: 2347.333984
	Iteration 8Q: 3 clusters Score -80319.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -80326.148438 Penalty: 2347.333984
	Iteration 9Q: 3 clusters Score -80326.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -80330.984375 Penalty: 2347.333984
	Iteration 10Q: 3 clusters Score -80330.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80334.859375 Penalty: 2347.333984
	Iteration 11Q: 3 clusters Score -80334.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80339.414062 Penalty: 2347.333984
	Iteration 12Q: 3 clusters Score -80339.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80341.664062 Penalty: 2347.333984
	Iteration 13Q: 3 clusters Score -80341.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -80345.929688 Penalty: 2347.333984
	Iteration 14Q: 3 clusters Score -80345.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80346.390625 Penalty: 2347.333984
	Iteration 15Q: 3 clusters Score -80346.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80347.273438 Penalty: 2347.333984
	Iteration 16Q: 3 clusters Score -80347.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80348.039062 Penalty: 2347.333984
	Iteration 17Q: 3 clusters Score -80348.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80348.335938 Penalty: 2347.333984
	Iteration 18Q: 3 clusters Score -80348.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80348.335938 Penalty: 2347.333984
	Iteration 19F: 3 clusters Score -80348.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -430179.062500 Penalty: 1438.767090
	Iteration 0F: 2 clusters Score -430179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -424889.843750 Penalty: 2877.534180
	Iteration 0F: 3 clusters Score -424889.8 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -426515.281250 Penalty: 2877.534180
	Iteration 1F: 3 clusters Score -426515.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -426709.906250 Penalty: 2877.534180
	Iteration 2F: 3 clusters Score -426709.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -426844.218750 Penalty: 2877.534180
	Iteration 3Q: 3 clusters Score -426844.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -426967.625000 Penalty: 2877.534180
	Iteration 4Q: 3 clusters Score -426967.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -427091.218750 Penalty: 2877.534180
	Iteration 5Q: 3 clusters Score -427091.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -427226.718750 Penalty: 2877.534180
	Iteration 6Q: 3 clusters Score -427226.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -427362.812500 Penalty: 2877.534180
	Iteration 7Q: 3 clusters Score -427362.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427498.937500 Penalty: 2877.534180
	Iteration 8Q: 3 clusters Score -427498.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -427652.875000 Penalty: 2877.534180
	Iteration 9Q: 3 clusters Score -427652.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -427832.093750 Penalty: 2877.534180
	Iteration 10Q: 3 clusters Score -427832.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -428040.906250 Penalty: 2877.534180
	Iteration 11Q: 3 clusters Score -428040.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -428224.031250 Penalty: 2877.534180
	Iteration 12Q: 3 clusters Score -428224 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -428376.531250 Penalty: 2877.534180
	Iteration 13Q: 3 clusters Score -428376.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -428517.468750 Penalty: 2877.534180
	Iteration 14Q: 3 clusters Score -428517.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -428651.000000 Penalty: 2877.534180
	Iteration 15Q: 3 clusters Score -428651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -428774.593750 Penalty: 2877.534180
	Iteration 16Q: 3 clusters Score -428774.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -428878.843750 Penalty: 2877.534180
	Iteration 17Q: 3 clusters Score -428878.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -428983.156250 Penalty: 2877.534180
	Iteration 18Q: 3 clusters Score -428983.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -429098.500000 Penalty: 2877.534180
	Iteration 19Q: 3 clusters Score -429098.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -429239.781250 Penalty: 2877.534180
	Iteration 20F: 3 clusters Score -429239.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -429419.750000 Penalty: 2877.534180
	Iteration 21Q: 3 clusters Score -429419.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -429650.781250 Penalty: 2877.534180
	Iteration 22Q: 3 clusters Score -429650.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -429893.406250 Penalty: 2877.534180
	Iteration 23Q: 3 clusters Score -429893.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -430088.687500 Penalty: 2877.534180
	Iteration 24Q: 3 clusters Score -430088.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -430201.843750 Penalty: 2877.534180
	Iteration 25Q: 3 clusters Score -430201.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -430258.218750 Penalty: 2877.534180
	Iteration 26Q: 3 clusters Score -430258.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -430282.593750 Penalty: 2877.534180
	Iteration 27Q: 3 clusters Score -430282.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430292.093750 Penalty: 2877.534180
	Iteration 28Q: 3 clusters Score -430292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -430295.375000 Penalty: 2877.534180
	Iteration 29Q: 3 clusters Score -430295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -430296.500000 Penalty: 2877.534180
	Iteration 30Q: 3 clusters Score -430296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -430297.437500 Penalty: 2877.534180
	Iteration 31Q: 3 clusters Score -430297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -430299.593750 Penalty: 2877.534180
	Iteration 32Q: 3 clusters Score -430299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -430300.406250 Penalty: 2877.534180
	Iteration 33Q: 3 clusters Score -430300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -430300.406250 Penalty: 2877.534180
	Iteration 34F: 3 clusters Score -430300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 19542 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 10343 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 14591 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 5231 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 67257 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 22 contains 9457 members 
Mstep: Class 24 contains 1816 members 
Entering Unmasked Estep 
Score: -10555541.000000 Penalty: 39527.777344
Splitting cluster 4 changes total score from -10555931.000000 to -10555541.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -235648.046875 Penalty: 1376.799805
	Iteration 0F: 2 clusters Score -235648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -231874.531250 Penalty: 2753.599609
	Iteration 0F: 3 clusters Score -231874.5 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -233107.437500 Penalty: 2753.599609
	Iteration 1F: 3 clusters Score -233107.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -233460.046875 Penalty: 2753.599609
	Iteration 2F: 3 clusters Score -233460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -233717.984375 Penalty: 2753.599609
	Iteration 3F: 3 clusters Score -233718 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -233943.703125 Penalty: 2753.599609
	Iteration 4F: 3 clusters Score -233943.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -234144.437500 Penalty: 2753.599609
	Iteration 5F: 3 clusters Score -234144.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -234286.421875 Penalty: 2753.599609
	Iteration 6Q: 3 clusters Score -234286.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -234381.187500 Penalty: 2753.599609
	Iteration 7Q: 3 clusters Score -234381.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -234447.515625 Penalty: 2753.599609
	Iteration 8Q: 3 clusters Score -234447.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -234508.687500 Penalty: 2753.599609
	Iteration 9Q: 3 clusters Score -234508.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -234564.640625 Penalty: 2753.599609
	Iteration 10Q: 3 clusters Score -234564.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -234614.421875 Penalty: 2753.599609
	Iteration 11Q: 3 clusters Score -234614.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -234675.062500 Penalty: 2753.599609
	Iteration 12Q: 3 clusters Score -234675.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -234727.281250 Penalty: 2753.599609
	Iteration 13Q: 3 clusters Score -234727.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -234767.578125 Penalty: 2753.599609
	Iteration 14Q: 3 clusters Score -234767.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -234799.234375 Penalty: 2753.599609
	Iteration 15Q: 3 clusters Score -234799.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -234830.265625 Penalty: 2753.599609
	Iteration 16Q: 3 clusters Score -234830.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -234857.687500 Penalty: 2753.599609
	Iteration 17Q: 3 clusters Score -234857.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -234887.656250 Penalty: 2753.599609
	Iteration 18Q: 3 clusters Score -234887.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -234915.515625 Penalty: 2753.599609
	Iteration 19Q: 3 clusters Score -234915.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -234943.828125 Penalty: 2753.599609
	Iteration 20F: 3 clusters Score -234943.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -234974.953125 Penalty: 2753.599609
	Iteration 21Q: 3 clusters Score -234975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -234995.109375 Penalty: 2753.599609
	Iteration 22Q: 3 clusters Score -234995.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235013.468750 Penalty: 2753.599609
	Iteration 23Q: 3 clusters Score -235013.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -235028.484375 Penalty: 2753.599609
	Iteration 24Q: 3 clusters Score -235028.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -235040.625000 Penalty: 2753.599609
	Iteration 25Q: 3 clusters Score -235040.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235065.031250 Penalty: 2753.599609
	Iteration 26Q: 3 clusters Score -235065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -235124.296875 Penalty: 2753.599609
	Iteration 27Q: 3 clusters Score -235124.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -235186.171875 Penalty: 2753.599609
	Iteration 28Q: 3 clusters Score -235186.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -235244.156250 Penalty: 2753.599609
	Iteration 29Q: 3 clusters Score -235244.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -235286.390625 Penalty: 2753.599609
	Iteration 30Q: 3 clusters Score -235286.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -235310.281250 Penalty: 2753.599609
	Iteration 31Q: 3 clusters Score -235310.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -235322.578125 Penalty: 2753.599609
	Iteration 32Q: 3 clusters Score -235322.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -235328.718750 Penalty: 2753.599609
	Iteration 33Q: 3 clusters Score -235328.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -235333.359375 Penalty: 2753.599609
	Iteration 34Q: 3 clusters Score -235333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235340.078125 Penalty: 2753.599609
	Iteration 35Q: 3 clusters Score -235340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -235346.718750 Penalty: 2753.599609
	Iteration 36Q: 3 clusters Score -235346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235350.656250 Penalty: 2753.599609
	Iteration 37Q: 3 clusters Score -235350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235351.078125 Penalty: 2753.599609
	Iteration 38Q: 3 clusters Score -235351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -235352.375000 Penalty: 2753.599609
	Iteration 39Q: 3 clusters Score -235352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -235353.062500 Penalty: 2753.599609
	Iteration 40F: 3 clusters Score -235353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -235354.671875 Penalty: 2753.599609
	Iteration 41Q: 3 clusters Score -235354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -235355.000000 Penalty: 2753.599609
	Iteration 42Q: 3 clusters Score -235355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -235356.187500 Penalty: 2753.599609
	Iteration 43Q: 3 clusters Score -235356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -235356.000000 Penalty: 2753.599609
	Iteration 44Q: 3 clusters Score -235356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -235356.296875 Penalty: 2753.599609
	Iteration 45Q: 3 clusters Score -235356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -235356.578125 Penalty: 2753.599609
	Iteration 46Q: 3 clusters Score -235356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -235357.406250 Penalty: 2753.599609
	Iteration 47Q: 3 clusters Score -235357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -235357.625000 Penalty: 2753.599609
	Iteration 48Q: 3 clusters Score -235357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -235357.703125 Penalty: 2753.599609
	Iteration 49Q: 3 clusters Score -235357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -235357.703125 Penalty: 2753.599609
	Iteration 50F: 3 clusters Score -235357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -204971.390625 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -204971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -202098.968750 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -202099 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -202794.250000 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -202794.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -202916.109375 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -202916.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -202982.687500 Penalty: 2635.791016
	Iteration 3Q: 3 clusters Score -202982.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -203027.296875 Penalty: 2635.791016
	Iteration 4Q: 3 clusters Score -203027.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -203058.937500 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -203058.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -203093.078125 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -203093.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -203116.250000 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -203116.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -203136.046875 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -203136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -203151.453125 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -203151.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -203165.390625 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -203165.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -203181.484375 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -203181.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -203194.562500 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -203194.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -203205.140625 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -203205.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -203214.343750 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -203214.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -203223.078125 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -203223.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -203239.062500 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -203239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -203250.390625 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -203250.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -203260.921875 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -203260.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -203268.890625 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -203268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -203275.671875 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -203275.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -203282.312500 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -203282.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -203292.843750 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -203292.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -203310.609375 Penalty: 2635.791016
	Iteration 23Q: 3 clusters Score -203310.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -203325.875000 Penalty: 2635.791016
	Iteration 24Q: 3 clusters Score -203325.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -203341.031250 Penalty: 2635.791016
	Iteration 25Q: 3 clusters Score -203341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -203356.703125 Penalty: 2635.791016
	Iteration 26Q: 3 clusters Score -203356.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -203371.359375 Penalty: 2635.791016
	Iteration 27Q: 3 clusters Score -203371.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -203383.359375 Penalty: 2635.791016
	Iteration 28Q: 3 clusters Score -203383.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -203398.750000 Penalty: 2635.791016
	Iteration 29Q: 3 clusters Score -203398.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -203410.796875 Penalty: 2635.791016
	Iteration 30Q: 3 clusters Score -203410.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -203425.781250 Penalty: 2635.791016
	Iteration 31Q: 3 clusters Score -203425.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -203441.812500 Penalty: 2635.791016
	Iteration 32Q: 3 clusters Score -203441.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -203456.031250 Penalty: 2635.791016
	Iteration 33Q: 3 clusters Score -203456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -203471.468750 Penalty: 2635.791016
	Iteration 34Q: 3 clusters Score -203471.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -203488.921875 Penalty: 2635.791016
	Iteration 35Q: 3 clusters Score -203488.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -203512.421875 Penalty: 2635.791016
	Iteration 36Q: 3 clusters Score -203512.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -203536.437500 Penalty: 2635.791016
	Iteration 37Q: 3 clusters Score -203536.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -203571.593750 Penalty: 2635.791016
	Iteration 38Q: 3 clusters Score -203571.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -203606.578125 Penalty: 2635.791016
	Iteration 39Q: 3 clusters Score -203606.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -203662.515625 Penalty: 2635.791016
	Iteration 40F: 3 clusters Score -203662.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -203723.578125 Penalty: 2635.791016
	Iteration 41Q: 3 clusters Score -203723.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -203802.453125 Penalty: 2635.791016
	Iteration 42Q: 3 clusters Score -203802.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203891.250000 Penalty: 2635.791016
	Iteration 43Q: 3 clusters Score -203891.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -203995.875000 Penalty: 2635.791016
	Iteration 44Q: 3 clusters Score -203995.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -204093.062500 Penalty: 2635.791016
	Iteration 45Q: 3 clusters Score -204093.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -204180.828125 Penalty: 2635.791016
	Iteration 46Q: 3 clusters Score -204180.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -204240.984375 Penalty: 2635.791016
	Iteration 47Q: 3 clusters Score -204241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -204280.156250 Penalty: 2635.791016
	Iteration 48Q: 3 clusters Score -204280.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -204300.031250 Penalty: 2635.791016
	Iteration 49Q: 3 clusters Score -204300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -204311.109375 Penalty: 2635.791016
	Iteration 50Q: 3 clusters Score -204311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -204319.468750 Penalty: 2635.791016
	Iteration 51Q: 3 clusters Score -204319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -204326.609375 Penalty: 2635.791016
	Iteration 52Q: 3 clusters Score -204326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -204328.593750 Penalty: 2635.791016
	Iteration 53Q: 3 clusters Score -204328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -204328.750000 Penalty: 2635.791016
	Iteration 54Q: 3 clusters Score -204328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -204329.421875 Penalty: 2635.791016
	Iteration 55Q: 3 clusters Score -204329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -204329.453125 Penalty: 2635.791016
	Iteration 56Q: 3 clusters Score -204329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -204330.296875 Penalty: 2635.791016
	Iteration 57Q: 3 clusters Score -204330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -204330.218750 Penalty: 2635.791016
	Iteration 58Q: 3 clusters Score -204330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -204330.218750 Penalty: 2635.791016
	Iteration 59F: 3 clusters Score -204330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Entering Unmasked Estep 
Score: -1169682.250000 Penalty: 1605.552246
	Iteration 0F: 2 clusters Score -1169682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1156364.125000 Penalty: 3211.104492
	Iteration 0F: 3 clusters Score -1156364 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1161343.125000 Penalty: 3211.104492
	Iteration 1F: 3 clusters Score -1161343 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1161734.750000 Penalty: 3211.104492
	Iteration 2F: 3 clusters Score -1161735 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1162125.875000 Penalty: 3211.104492
	Iteration 3F: 3 clusters Score -1162126 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1162561.750000 Penalty: 3211.104492
	Iteration 4Q: 3 clusters Score -1162562 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1163134.375000 Penalty: 3211.104492
	Iteration 5F: 3 clusters Score -1163134 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1163915.625000 Penalty: 3211.104492
	Iteration 6F: 3 clusters Score -1163916 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1164846.875000 Penalty: 3211.104492
	Iteration 7F: 3 clusters Score -1164847 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1165730.875000 Penalty: 3211.104492
	Iteration 8F: 3 clusters Score -1165731 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1166404.125000 Penalty: 3211.104492
	Iteration 9F: 3 clusters Score -1166404 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1166909.125000 Penalty: 3211.104492
	Iteration 10Q: 3 clusters Score -1166909 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1167285.500000 Penalty: 3211.104492
	Iteration 11Q: 3 clusters Score -1167286 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1167565.375000 Penalty: 3211.104492
	Iteration 12Q: 3 clusters Score -1167565 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1167821.500000 Penalty: 3211.104492
	Iteration 13Q: 3 clusters Score -1167822 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1168009.875000 Penalty: 3211.104492
	Iteration 14Q: 3 clusters Score -1168010 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1168154.250000 Penalty: 3211.104492
	Iteration 15Q: 3 clusters Score -1168154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1168279.375000 Penalty: 3211.104492
	Iteration 16Q: 3 clusters Score -1168279 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1168383.125000 Penalty: 3211.104492
	Iteration 17Q: 3 clusters Score -1168383 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1168488.250000 Penalty: 3211.104492
	Iteration 18Q: 3 clusters Score -1168488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1168552.250000 Penalty: 3211.104492
	Iteration 19Q: 3 clusters Score -1168552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1168589.125000 Penalty: 3211.104492
	Iteration 20F: 3 clusters Score -1168589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1168619.750000 Penalty: 3211.104492
	Iteration 21Q: 3 clusters Score -1168620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1168637.750000 Penalty: 3211.104492
	Iteration 22Q: 3 clusters Score -1168638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1168644.750000 Penalty: 3211.104492
	Iteration 23Q: 3 clusters Score -1168645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1168649.500000 Penalty: 3211.104492
	Iteration 24Q: 3 clusters Score -1168650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1168651.375000 Penalty: 3211.104492
	Iteration 25Q: 3 clusters Score -1168651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1168656.500000 Penalty: 3211.104492
	Iteration 26Q: 3 clusters Score -1168656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1168657.000000 Penalty: 3211.104492
	Iteration 27Q: 3 clusters Score -1168657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1168664.250000 Penalty: 3211.104492
	Iteration 28Q: 3 clusters Score -1168664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1168667.375000 Penalty: 3211.104492
	Iteration 29Q: 3 clusters Score -1168667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1168667.500000 Penalty: 3211.104492
	Iteration 30Q: 3 clusters Score -1168668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1168669.750000 Penalty: 3211.104492
	Iteration 31Q: 3 clusters Score -1168670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1168672.500000 Penalty: 3211.104492
	Iteration 32Q: 3 clusters Score -1168672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1168675.625000 Penalty: 3211.104492
	Iteration 33Q: 3 clusters Score -1168676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1168679.500000 Penalty: 3211.104492
	Iteration 34Q: 3 clusters Score -1168680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1168691.375000 Penalty: 3211.104492
	Iteration 35Q: 3 clusters Score -1168691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1168704.250000 Penalty: 3211.104492
	Iteration 36Q: 3 clusters Score -1168704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1168709.750000 Penalty: 3211.104492
	Iteration 37Q: 3 clusters Score -1168710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1168720.625000 Penalty: 3211.104492
	Iteration 38Q: 3 clusters Score -1168721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1168724.625000 Penalty: 3211.104492
	Iteration 39Q: 3 clusters Score -1168725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1168729.500000 Penalty: 3211.104492
	Iteration 40F: 3 clusters Score -1168730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1168738.875000 Penalty: 3211.104492
	Iteration 41Q: 3 clusters Score -1168739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1168743.875000 Penalty: 3211.104492
	Iteration 42Q: 3 clusters Score -1168744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1168745.375000 Penalty: 3211.104492
	Iteration 43Q: 3 clusters Score -1168745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1168748.250000 Penalty: 3211.104492
	Iteration 44Q: 3 clusters Score -1168748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1168749.375000 Penalty: 3211.104492
	Iteration 45Q: 3 clusters Score -1168749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1168750.375000 Penalty: 3211.104492
	Iteration 46Q: 3 clusters Score -1168750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1168752.250000 Penalty: 3211.104492
	Iteration 47Q: 3 clusters Score -1168752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1168758.000000 Penalty: 3211.104492
	Iteration 48Q: 3 clusters Score -1168758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1168759.625000 Penalty: 3211.104492
	Iteration 49Q: 3 clusters Score -1168760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1168760.875000 Penalty: 3211.104492
	Iteration 50Q: 3 clusters Score -1168761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1168763.875000 Penalty: 3211.104492
	Iteration 51Q: 3 clusters Score -1168764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1168763.875000 Penalty: 3211.104492
	Iteration 52Q: 3 clusters Score -1168764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1168767.000000 Penalty: 3211.104492
	Iteration 53Q: 3 clusters Score -1168767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1168769.500000 Penalty: 3211.104492
	Iteration 54Q: 3 clusters Score -1168770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1168773.250000 Penalty: 3211.104492
	Iteration 55Q: 3 clusters Score -1168773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1168775.875000 Penalty: 3211.104492
	Iteration 56Q: 3 clusters Score -1168776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1168777.625000 Penalty: 3211.104492
	Iteration 57Q: 3 clusters Score -1168778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1168778.125000 Penalty: 3211.104492
	Iteration 58Q: 3 clusters Score -1168778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1168780.500000 Penalty: 3211.104492
	Iteration 59Q: 3 clusters Score -1168780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1168780.125000 Penalty: 3211.104492
	Iteration 60F: 3 clusters Score -1168780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1168780.375000 Penalty: 3211.104492
	Iteration 61Q: 3 clusters Score -1168780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1168780.375000 Penalty: 3211.104492
	Iteration 62F: 3 clusters Score -1168780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -66655.218750 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -66655.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65079.675781 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -65079.68 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65365.769531 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -65365.77 nChanged 81
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: -65434.898438 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -65434.9 nChanged 37
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: -65473.117188 Penalty: 2297.156006
	Iteration 3Q: 3 clusters Score -65473.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65507.183594 Penalty: 2297.156006
	Iteration 4Q: 3 clusters Score -65507.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65525.863281 Penalty: 2297.156006
	Iteration 5Q: 3 clusters Score -65525.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65536.312500 Penalty: 2297.156006
	Iteration 6Q: 3 clusters Score -65536.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65542.859375 Penalty: 2297.156006
	Iteration 7Q: 3 clusters Score -65542.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -65550.320312 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -65550.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65553.242188 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -65553.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -65560.046875 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -65560.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -65571.882812 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -65571.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -65584.906250 Penalty: 2297.156006
	Iteration 12Q: 3 clusters Score -65584.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -65590.835938 Penalty: 2297.156006
	Iteration 13Q: 3 clusters Score -65590.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65599.078125 Penalty: 2297.156006
	Iteration 14Q: 3 clusters Score -65599.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -65605.023438 Penalty: 2297.156006
	Iteration 15Q: 3 clusters Score -65605.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65609.218750 Penalty: 2297.156006
	Iteration 16Q: 3 clusters Score -65609.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65614.054688 Penalty: 2297.156006
	Iteration 17Q: 3 clusters Score -65614.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -65619.085938 Penalty: 2297.156006
	Iteration 18Q: 3 clusters Score -65619.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -65623.312500 Penalty: 2297.156006
	Iteration 19Q: 3 clusters Score -65623.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65625.710938 Penalty: 2297.156006
	Iteration 20F: 3 clusters Score -65625.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -65627.656250 Penalty: 2297.156006
	Iteration 21Q: 3 clusters Score -65627.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65628.812500 Penalty: 2297.156006
	Iteration 22Q: 3 clusters Score -65628.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65631.093750 Penalty: 2297.156006
	Iteration 23Q: 3 clusters Score -65631.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65631.093750 Penalty: 2297.156006
	Iteration 24F: 3 clusters Score -65631.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -614625.562500 Penalty: 1502.160645
	Iteration 0F: 2 clusters Score -614625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -607235.937500 Penalty: 3004.321289
	Iteration 0F: 3 clusters Score -607235.9 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -609743.812500 Penalty: 3004.321289
	Iteration 1F: 3 clusters Score -609743.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -610100.125000 Penalty: 3004.321289
	Iteration 2F: 3 clusters Score -610100.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -610410.625000 Penalty: 3004.321289
	Iteration 3F: 3 clusters Score -610410.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -610779.187500 Penalty: 3004.321289
	Iteration 4F: 3 clusters Score -610779.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -611184.375000 Penalty: 3004.321289
	Iteration 5F: 3 clusters Score -611184.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -611579.562500 Penalty: 3004.321289
	Iteration 6F: 3 clusters Score -611579.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -611924.562500 Penalty: 3004.321289
	Iteration 7Q: 3 clusters Score -611924.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -612224.187500 Penalty: 3004.321289
	Iteration 8Q: 3 clusters Score -612224.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -612459.187500 Penalty: 3004.321289
	Iteration 9Q: 3 clusters Score -612459.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -612651.625000 Penalty: 3004.321289
	Iteration 10Q: 3 clusters Score -612651.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -612775.500000 Penalty: 3004.321289
	Iteration 11Q: 3 clusters Score -612775.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -612840.937500 Penalty: 3004.321289
	Iteration 12Q: 3 clusters Score -612840.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -612894.687500 Penalty: 3004.321289
	Iteration 13Q: 3 clusters Score -612894.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -612932.812500 Penalty: 3004.321289
	Iteration 14Q: 3 clusters Score -612932.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -612961.437500 Penalty: 3004.321289
	Iteration 15Q: 3 clusters Score -612961.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -612980.812500 Penalty: 3004.321289
	Iteration 16Q: 3 clusters Score -612980.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -612997.375000 Penalty: 3004.321289
	Iteration 17Q: 3 clusters Score -612997.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -613008.375000 Penalty: 3004.321289
	Iteration 18Q: 3 clusters Score -613008.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -613021.437500 Penalty: 3004.321289
	Iteration 19Q: 3 clusters Score -613021.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -613036.062500 Penalty: 3004.321289
	Iteration 20F: 3 clusters Score -613036.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -613048.187500 Penalty: 3004.321289
	Iteration 21Q: 3 clusters Score -613048.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -613058.375000 Penalty: 3004.321289
	Iteration 22Q: 3 clusters Score -613058.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -613063.750000 Penalty: 3004.321289
	Iteration 23Q: 3 clusters Score -613063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -613069.687500 Penalty: 3004.321289
	Iteration 24Q: 3 clusters Score -613069.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -613076.500000 Penalty: 3004.321289
	Iteration 25Q: 3 clusters Score -613076.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -613081.937500 Penalty: 3004.321289
	Iteration 26Q: 3 clusters Score -613081.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -613087.000000 Penalty: 3004.321289
	Iteration 27Q: 3 clusters Score -613087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -613093.000000 Penalty: 3004.321289
	Iteration 28Q: 3 clusters Score -613093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -613095.625000 Penalty: 3004.321289
	Iteration 29Q: 3 clusters Score -613095.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -613098.187500 Penalty: 3004.321289
	Iteration 30Q: 3 clusters Score -613098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -613098.437500 Penalty: 3004.321289
	Iteration 31Q: 3 clusters Score -613098.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -613101.812500 Penalty: 3004.321289
	Iteration 32Q: 3 clusters Score -613101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -613105.375000 Penalty: 3004.321289
	Iteration 33Q: 3 clusters Score -613105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -613107.687500 Penalty: 3004.321289
	Iteration 34Q: 3 clusters Score -613107.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -613112.250000 Penalty: 3004.321289
	Iteration 35Q: 3 clusters Score -613112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -613114.375000 Penalty: 3004.321289
	Iteration 36Q: 3 clusters Score -613114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -613118.000000 Penalty: 3004.321289
	Iteration 37Q: 3 clusters Score -613118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -613121.625000 Penalty: 3004.321289
	Iteration 38Q: 3 clusters Score -613121.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -613128.062500 Penalty: 3004.321289
	Iteration 39Q: 3 clusters Score -613128.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -613132.125000 Penalty: 3004.321289
	Iteration 40F: 3 clusters Score -613132.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -613138.250000 Penalty: 3004.321289
	Iteration 41Q: 3 clusters Score -613138.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -613147.687500 Penalty: 3004.321289
	Iteration 42Q: 3 clusters Score -613147.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -613153.437500 Penalty: 3004.321289
	Iteration 43Q: 3 clusters Score -613153.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -613160.625000 Penalty: 3004.321289
	Iteration 44Q: 3 clusters Score -613160.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -613165.187500 Penalty: 3004.321289
	Iteration 45Q: 3 clusters Score -613165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -613167.625000 Penalty: 3004.321289
	Iteration 46Q: 3 clusters Score -613167.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -613173.937500 Penalty: 3004.321289
	Iteration 47Q: 3 clusters Score -613173.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -613183.187500 Penalty: 3004.321289
	Iteration 48Q: 3 clusters Score -613183.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -613189.312500 Penalty: 3004.321289
	Iteration 49Q: 3 clusters Score -613189.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -613192.750000 Penalty: 3004.321289
	Iteration 50Q: 3 clusters Score -613192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -613193.625000 Penalty: 3004.321289
	Iteration 51Q: 3 clusters Score -613193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -613195.937500 Penalty: 3004.321289
	Iteration 52Q: 3 clusters Score -613195.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -613205.937500 Penalty: 3004.321289
	Iteration 53Q: 3 clusters Score -613205.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -613211.125000 Penalty: 3004.321289
	Iteration 54Q: 3 clusters Score -613211.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -613218.500000 Penalty: 3004.321289
	Iteration 55Q: 3 clusters Score -613218.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -613226.312500 Penalty: 3004.321289
	Iteration 56Q: 3 clusters Score -613226.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -613231.250000 Penalty: 3004.321289
	Iteration 57Q: 3 clusters Score -613231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -613233.500000 Penalty: 3004.321289
	Iteration 58Q: 3 clusters Score -613233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -613236.625000 Penalty: 3004.321289
	Iteration 59Q: 3 clusters Score -613236.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -613241.812500 Penalty: 3004.321289
	Iteration 60F: 3 clusters Score -613241.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -613242.875000 Penalty: 3004.321289
	Iteration 61Q: 3 clusters Score -613242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -613242.750000 Penalty: 3004.321289
	Iteration 62Q: 3 clusters Score -613242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -613245.312500 Penalty: 3004.321289
	Iteration 63Q: 3 clusters Score -613245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -613245.500000 Penalty: 3004.321289
	Iteration 64Q: 3 clusters Score -613245.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -613249.250000 Penalty: 3004.321289
	Iteration 65Q: 3 clusters Score -613249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -613250.750000 Penalty: 3004.321289
	Iteration 66Q: 3 clusters Score -613250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -613255.312500 Penalty: 3004.321289
	Iteration 67Q: 3 clusters Score -613255.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -613260.625000 Penalty: 3004.321289
	Iteration 68Q: 3 clusters Score -613260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -613266.375000 Penalty: 3004.321289
	Iteration 69Q: 3 clusters Score -613266.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -613271.812500 Penalty: 3004.321289
	Iteration 70Q: 3 clusters Score -613271.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -613277.250000 Penalty: 3004.321289
	Iteration 71Q: 3 clusters Score -613277.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -613285.000000 Penalty: 3004.321289
	Iteration 72Q: 3 clusters Score -613285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -613288.812500 Penalty: 3004.321289
	Iteration 73Q: 3 clusters Score -613288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -613290.875000 Penalty: 3004.321289
	Iteration 74Q: 3 clusters Score -613290.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -613295.687500 Penalty: 3004.321289
	Iteration 75Q: 3 clusters Score -613295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -613296.312500 Penalty: 3004.321289
	Iteration 76Q: 3 clusters Score -613296.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -613300.437500 Penalty: 3004.321289
	Iteration 77Q: 3 clusters Score -613300.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -613303.375000 Penalty: 3004.321289
	Iteration 78Q: 3 clusters Score -613303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -613306.250000 Penalty: 3004.321289
	Iteration 79Q: 3 clusters Score -613306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -613305.875000 Penalty: 3004.321289
	Iteration 80F: 3 clusters Score -613305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -613310.312500 Penalty: 3004.321289
	Iteration 81Q: 3 clusters Score -613310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -613315.937500 Penalty: 3004.321289
	Iteration 82Q: 3 clusters Score -613315.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -613317.062500 Penalty: 3004.321289
	Iteration 83Q: 3 clusters Score -613317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -613319.187500 Penalty: 3004.321289
	Iteration 84Q: 3 clusters Score -613319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -613320.500000 Penalty: 3004.321289
	Iteration 85Q: 3 clusters Score -613320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -613322.500000 Penalty: 3004.321289
	Iteration 86Q: 3 clusters Score -613322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -613324.687500 Penalty: 3004.321289
	Iteration 87Q: 3 clusters Score -613324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -613325.250000 Penalty: 3004.321289
	Iteration 88Q: 3 clusters Score -613325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -613325.500000 Penalty: 3004.321289
	Iteration 89Q: 3 clusters Score -613325.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -613326.625000 Penalty: 3004.321289
	Iteration 90Q: 3 clusters Score -613326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -613328.625000 Penalty: 3004.321289
	Iteration 91Q: 3 clusters Score -613328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -613330.437500 Penalty: 3004.321289
	Iteration 92Q: 3 clusters Score -613330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -613330.875000 Penalty: 3004.321289
	Iteration 93Q: 3 clusters Score -613330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -613331.375000 Penalty: 3004.321289
	Iteration 94Q: 3 clusters Score -613331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -613333.375000 Penalty: 3004.321289
	Iteration 95Q: 3 clusters Score -613333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -613333.937500 Penalty: 3004.321289
	Iteration 96Q: 3 clusters Score -613333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -613336.562500 Penalty: 3004.321289
	Iteration 97Q: 3 clusters Score -613336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -613337.437500 Penalty: 3004.321289
	Iteration 98Q: 3 clusters Score -613337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -613338.500000 Penalty: 3004.321289
	Iteration 99Q: 3 clusters Score -613338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -613340.375000 Penalty: 3004.321289
	Iteration 100F: 3 clusters Score -613340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -613340.125000 Penalty: 3004.321289
	Iteration 101Q: 3 clusters Score -613340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -613342.375000 Penalty: 3004.321289
	Iteration 102Q: 3 clusters Score -613342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -613344.187500 Penalty: 3004.321289
	Iteration 103Q: 3 clusters Score -613344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -613345.500000 Penalty: 3004.321289
	Iteration 104Q: 3 clusters Score -613345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -613349.375000 Penalty: 3004.321289
	Iteration 105Q: 3 clusters Score -613349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -613351.812500 Penalty: 3004.321289
	Iteration 106Q: 3 clusters Score -613351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -613353.250000 Penalty: 3004.321289
	Iteration 107Q: 3 clusters Score -613353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -613357.062500 Penalty: 3004.321289
	Iteration 108Q: 3 clusters Score -613357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -613356.187500 Penalty: 3004.321289
	Iteration 109Q: 3 clusters Score -613356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -613359.687500 Penalty: 3004.321289
	Iteration 110Q: 3 clusters Score -613359.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -613361.250000 Penalty: 3004.321289
	Iteration 111Q: 3 clusters Score -613361.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -613363.375000 Penalty: 3004.321289
	Iteration 112Q: 3 clusters Score -613363.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -613366.375000 Penalty: 3004.321289
	Iteration 113Q: 3 clusters Score -613366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -613368.250000 Penalty: 3004.321289
	Iteration 114Q: 3 clusters Score -613368.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -613372.875000 Penalty: 3004.321289
	Iteration 115Q: 3 clusters Score -613372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -613378.000000 Penalty: 3004.321289
	Iteration 116Q: 3 clusters Score -613378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -613382.937500 Penalty: 3004.321289
	Iteration 117Q: 3 clusters Score -613382.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -613390.375000 Penalty: 3004.321289
	Iteration 118Q: 3 clusters Score -613390.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -613395.687500 Penalty: 3004.321289
	Iteration 119Q: 3 clusters Score -613395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -613396.437500 Penalty: 3004.321289
	Iteration 120F: 3 clusters Score -613396.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -613401.937500 Penalty: 3004.321289
	Iteration 121Q: 3 clusters Score -613401.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -613406.500000 Penalty: 3004.321289
	Iteration 122Q: 3 clusters Score -613406.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -613410.875000 Penalty: 3004.321289
	Iteration 123Q: 3 clusters Score -613410.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -613416.000000 Penalty: 3004.321289
	Iteration 124Q: 3 clusters Score -613416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -613422.875000 Penalty: 3004.321289
	Iteration 125Q: 3 clusters Score -613422.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -613428.562500 Penalty: 3004.321289
	Iteration 126Q: 3 clusters Score -613428.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -613433.687500 Penalty: 3004.321289
	Iteration 127Q: 3 clusters Score -613433.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -613439.000000 Penalty: 3004.321289
	Iteration 128Q: 3 clusters Score -613439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -613444.312500 Penalty: 3004.321289
	Iteration 129Q: 3 clusters Score -613444.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -613449.812500 Penalty: 3004.321289
	Iteration 130Q: 3 clusters Score -613449.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -613456.375000 Penalty: 3004.321289
	Iteration 131Q: 3 clusters Score -613456.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -613464.687500 Penalty: 3004.321289
	Iteration 132Q: 3 clusters Score -613464.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -613473.875000 Penalty: 3004.321289
	Iteration 133Q: 3 clusters Score -613473.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -613480.750000 Penalty: 3004.321289
	Iteration 134Q: 3 clusters Score -613480.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -613493.437500 Penalty: 3004.321289
	Iteration 135Q: 3 clusters Score -613493.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -613503.000000 Penalty: 3004.321289
	Iteration 136Q: 3 clusters Score -613503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -613511.125000 Penalty: 3004.321289
	Iteration 137Q: 3 clusters Score -613511.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -613516.125000 Penalty: 3004.321289
	Iteration 138Q: 3 clusters Score -613516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -613522.187500 Penalty: 3004.321289
	Iteration 139Q: 3 clusters Score -613522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -613523.312500 Penalty: 3004.321289
	Iteration 140F: 3 clusters Score -613523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -613524.750000 Penalty: 3004.321289
	Iteration 141Q: 3 clusters Score -613524.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -613528.500000 Penalty: 3004.321289
	Iteration 142Q: 3 clusters Score -613528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -613529.062500 Penalty: 3004.321289
	Iteration 143Q: 3 clusters Score -613529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -613532.937500 Penalty: 3004.321289
	Iteration 144Q: 3 clusters Score -613532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -613534.437500 Penalty: 3004.321289
	Iteration 145Q: 3 clusters Score -613534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -613538.250000 Penalty: 3004.321289
	Iteration 146Q: 3 clusters Score -613538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -613540.625000 Penalty: 3004.321289
	Iteration 147Q: 3 clusters Score -613540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -613543.125000 Penalty: 3004.321289
	Iteration 148Q: 3 clusters Score -613543.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -613551.062500 Penalty: 3004.321289
	Iteration 149Q: 3 clusters Score -613551.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -613561.812500 Penalty: 3004.321289
	Iteration 150Q: 3 clusters Score -613561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -613573.375000 Penalty: 3004.321289
	Iteration 151Q: 3 clusters Score -613573.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -613591.375000 Penalty: 3004.321289
	Iteration 152Q: 3 clusters Score -613591.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -613613.125000 Penalty: 3004.321289
	Iteration 153Q: 3 clusters Score -613613.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -613632.187500 Penalty: 3004.321289
	Iteration 154Q: 3 clusters Score -613632.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -613655.625000 Penalty: 3004.321289
	Iteration 155Q: 3 clusters Score -613655.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -613685.000000 Penalty: 3004.321289
	Iteration 156Q: 3 clusters Score -613685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -613714.625000 Penalty: 3004.321289
	Iteration 157Q: 3 clusters Score -613714.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -613739.375000 Penalty: 3004.321289
	Iteration 158Q: 3 clusters Score -613739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -613757.125000 Penalty: 3004.321289
	Iteration 159Q: 3 clusters Score -613757.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -613770.625000 Penalty: 3004.321289
	Iteration 160F: 3 clusters Score -613770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -613776.562500 Penalty: 3004.321289
	Iteration 161Q: 3 clusters Score -613776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -613780.437500 Penalty: 3004.321289
	Iteration 162Q: 3 clusters Score -613780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -613783.437500 Penalty: 3004.321289
	Iteration 163Q: 3 clusters Score -613783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -613790.437500 Penalty: 3004.321289
	Iteration 164Q: 3 clusters Score -613790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -613793.250000 Penalty: 3004.321289
	Iteration 165Q: 3 clusters Score -613793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -613795.687500 Penalty: 3004.321289
	Iteration 166Q: 3 clusters Score -613795.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -613798.312500 Penalty: 3004.321289
	Iteration 167Q: 3 clusters Score -613798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -613800.500000 Penalty: 3004.321289
	Iteration 168Q: 3 clusters Score -613800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -613802.562500 Penalty: 3004.321289
	Iteration 169Q: 3 clusters Score -613802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -613805.312500 Penalty: 3004.321289
	Iteration 170Q: 3 clusters Score -613805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -613806.375000 Penalty: 3004.321289
	Iteration 171Q: 3 clusters Score -613806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -613807.500000 Penalty: 3004.321289
	Iteration 172Q: 3 clusters Score -613807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -613807.500000 Penalty: 3004.321289
	Iteration 173F: 3 clusters Score -613807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -202758.140625 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -202758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -199412.546875 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -199412.5 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -200436.593750 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -200436.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -200699.718750 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -200699.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -200903.437500 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -200903.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -201080.781250 Penalty: 2701.124512
	Iteration 4F: 3 clusters Score -201080.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -201260.609375 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -201260.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -201440.859375 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -201440.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -201612.437500 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -201612.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -201779.312500 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -201779.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -201922.062500 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -201922.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -202005.812500 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -202005.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -202070.156250 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -202070.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -202104.765625 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -202104.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -202121.578125 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -202121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -202128.796875 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -202128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -202133.359375 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -202133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -202137.593750 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -202137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -202141.078125 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -202141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -202148.937500 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -202148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -202157.593750 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -202157.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -202174.312500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -202174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -202182.765625 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -202182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -202187.921875 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -202187.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -202193.000000 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -202193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -202197.328125 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -202197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -202203.296875 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -202203.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -202210.671875 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -202210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -202219.265625 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -202219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -202224.390625 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -202224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -202229.390625 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -202229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -202234.578125 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -202234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -202240.687500 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -202240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -202250.468750 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -202250.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -202259.437500 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -202259.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -202263.843750 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -202263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -202267.328125 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -202267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -202268.484375 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -202268.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -202270.859375 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -202270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -202272.234375 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -202272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -202275.031250 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -202275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -202276.406250 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -202276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -202278.828125 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -202278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -202284.546875 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -202284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -202290.640625 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -202290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -202294.546875 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -202294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -202296.046875 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -202296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -202297.750000 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -202297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -202297.968750 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -202298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -202298.859375 Penalty: 2701.124512
	Iteration 48Q: 3 clusters Score -202298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -202298.859375 Penalty: 2701.124512
	Iteration 49F: 3 clusters Score -202298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -514312.937500 Penalty: 1476.607544
	Iteration 0F: 2 clusters Score -514312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -507863.375000 Penalty: 2953.215088
	Iteration 0F: 3 clusters Score -507863.4 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -510004.875000 Penalty: 2953.215088
	Iteration 1F: 3 clusters Score -510004.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -510312.250000 Penalty: 2953.215088
	Iteration 2F: 3 clusters Score -510312.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -510568.093750 Penalty: 2953.215088
	Iteration 3F: 3 clusters Score -510568.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -510807.968750 Penalty: 2953.215088
	Iteration 4Q: 3 clusters Score -510808 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -511021.312500 Penalty: 2953.215088
	Iteration 5Q: 3 clusters Score -511021.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -511218.093750 Penalty: 2953.215088
	Iteration 6Q: 3 clusters Score -511218.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -511420.968750 Penalty: 2953.215088
	Iteration 7Q: 3 clusters Score -511421 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -511606.656250 Penalty: 2953.215088
	Iteration 8Q: 3 clusters Score -511606.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -511770.875000 Penalty: 2953.215088
	Iteration 9Q: 3 clusters Score -511770.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -511932.281250 Penalty: 2953.215088
	Iteration 10Q: 3 clusters Score -511932.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -512105.250000 Penalty: 2953.215088
	Iteration 11Q: 3 clusters Score -512105.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -512254.781250 Penalty: 2953.215088
	Iteration 12Q: 3 clusters Score -512254.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -512379.718750 Penalty: 2953.215088
	Iteration 13Q: 3 clusters Score -512379.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -512473.187500 Penalty: 2953.215088
	Iteration 14Q: 3 clusters Score -512473.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -512550.843750 Penalty: 2953.215088
	Iteration 15Q: 3 clusters Score -512550.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -512612.187500 Penalty: 2953.215088
	Iteration 16Q: 3 clusters Score -512612.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -512674.093750 Penalty: 2953.215088
	Iteration 17Q: 3 clusters Score -512674.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -512736.437500 Penalty: 2953.215088
	Iteration 18Q: 3 clusters Score -512736.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -512807.750000 Penalty: 2953.215088
	Iteration 19Q: 3 clusters Score -512807.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -512860.468750 Penalty: 2953.215088
	Iteration 20F: 3 clusters Score -512860.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -512903.250000 Penalty: 2953.215088
	Iteration 21Q: 3 clusters Score -512903.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -512930.218750 Penalty: 2953.215088
	Iteration 22Q: 3 clusters Score -512930.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -512959.312500 Penalty: 2953.215088
	Iteration 23Q: 3 clusters Score -512959.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -512991.187500 Penalty: 2953.215088
	Iteration 24Q: 3 clusters Score -512991.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -513022.718750 Penalty: 2953.215088
	Iteration 25Q: 3 clusters Score -513022.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -513047.718750 Penalty: 2953.215088
	Iteration 26Q: 3 clusters Score -513047.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -513064.531250 Penalty: 2953.215088
	Iteration 27Q: 3 clusters Score -513064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -513077.218750 Penalty: 2953.215088
	Iteration 28Q: 3 clusters Score -513077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -513088.875000 Penalty: 2953.215088
	Iteration 29Q: 3 clusters Score -513088.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -513101.312500 Penalty: 2953.215088
	Iteration 30Q: 3 clusters Score -513101.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -513110.812500 Penalty: 2953.215088
	Iteration 31Q: 3 clusters Score -513110.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -513119.125000 Penalty: 2953.215088
	Iteration 32Q: 3 clusters Score -513119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -513128.718750 Penalty: 2953.215088
	Iteration 33Q: 3 clusters Score -513128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -513135.437500 Penalty: 2953.215088
	Iteration 34Q: 3 clusters Score -513135.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -513142.656250 Penalty: 2953.215088
	Iteration 35Q: 3 clusters Score -513142.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -513147.843750 Penalty: 2953.215088
	Iteration 36Q: 3 clusters Score -513147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -513151.218750 Penalty: 2953.215088
	Iteration 37Q: 3 clusters Score -513151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -513155.156250 Penalty: 2953.215088
	Iteration 38Q: 3 clusters Score -513155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -513160.625000 Penalty: 2953.215088
	Iteration 39Q: 3 clusters Score -513160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -513168.687500 Penalty: 2953.215088
	Iteration 40F: 3 clusters Score -513168.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -513178.281250 Penalty: 2953.215088
	Iteration 41Q: 3 clusters Score -513178.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -513191.812500 Penalty: 2953.215088
	Iteration 42Q: 3 clusters Score -513191.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -513217.687500 Penalty: 2953.215088
	Iteration 43Q: 3 clusters Score -513217.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -513248.093750 Penalty: 2953.215088
	Iteration 44Q: 3 clusters Score -513248.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -513281.843750 Penalty: 2953.215088
	Iteration 45Q: 3 clusters Score -513281.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -513310.500000 Penalty: 2953.215088
	Iteration 46Q: 3 clusters Score -513310.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -513339.468750 Penalty: 2953.215088
	Iteration 47Q: 3 clusters Score -513339.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -513363.812500 Penalty: 2953.215088
	Iteration 48Q: 3 clusters Score -513363.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -513382.093750 Penalty: 2953.215088
	Iteration 49Q: 3 clusters Score -513382.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -513393.187500 Penalty: 2953.215088
	Iteration 50Q: 3 clusters Score -513393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -513402.718750 Penalty: 2953.215088
	Iteration 51Q: 3 clusters Score -513402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -513410.937500 Penalty: 2953.215088
	Iteration 52Q: 3 clusters Score -513410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -513416.000000 Penalty: 2953.215088
	Iteration 53Q: 3 clusters Score -513416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -513420.843750 Penalty: 2953.215088
	Iteration 54Q: 3 clusters Score -513420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -513426.531250 Penalty: 2953.215088
	Iteration 55Q: 3 clusters Score -513426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -513427.937500 Penalty: 2953.215088
	Iteration 56Q: 3 clusters Score -513427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -513428.125000 Penalty: 2953.215088
	Iteration 57Q: 3 clusters Score -513428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513429.875000 Penalty: 2953.215088
	Iteration 58Q: 3 clusters Score -513429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -513430.093750 Penalty: 2953.215088
	Iteration 59Q: 3 clusters Score -513430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -513430.625000 Penalty: 2953.215088
	Iteration 60F: 3 clusters Score -513430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -513430.500000 Penalty: 2953.215088
	Iteration 61Q: 3 clusters Score -513430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -513430.156250 Penalty: 2953.215088
	Iteration 62Q: 3 clusters Score -513430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -513430.156250 Penalty: 2953.215088
	Iteration 63F: 3 clusters Score -513430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -804346.000000 Penalty: 1558.076050
	Iteration 0F: 2 clusters Score -804346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -794312.562500 Penalty: 3116.152100
	Iteration 0F: 3 clusters Score -794312.6 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -797826.187500 Penalty: 3116.152100
	Iteration 1F: 3 clusters Score -797826.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -798266.375000 Penalty: 3116.152100
	Iteration 2F: 3 clusters Score -798266.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -798714.187500 Penalty: 3116.152100
	Iteration 3F: 3 clusters Score -798714.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -799136.250000 Penalty: 3116.152100
	Iteration 4F: 3 clusters Score -799136.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -799574.250000 Penalty: 3116.152100
	Iteration 5F: 3 clusters Score -799574.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -800005.250000 Penalty: 3116.152100
	Iteration 6Q: 3 clusters Score -800005.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -800434.750000 Penalty: 3116.152100
	Iteration 7Q: 3 clusters Score -800434.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -800888.437500 Penalty: 3116.152100
	Iteration 8Q: 3 clusters Score -800888.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -801256.500000 Penalty: 3116.152100
	Iteration 9Q: 3 clusters Score -801256.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -801547.250000 Penalty: 3116.152100
	Iteration 10Q: 3 clusters Score -801547.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -801773.000000 Penalty: 3116.152100
	Iteration 11Q: 3 clusters Score -801773 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -801903.812500 Penalty: 3116.152100
	Iteration 12Q: 3 clusters Score -801903.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -801977.500000 Penalty: 3116.152100
	Iteration 13Q: 3 clusters Score -801977.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -802020.000000 Penalty: 3116.152100
	Iteration 14Q: 3 clusters Score -802020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -802047.375000 Penalty: 3116.152100
	Iteration 15Q: 3 clusters Score -802047.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -802064.375000 Penalty: 3116.152100
	Iteration 16Q: 3 clusters Score -802064.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -802075.000000 Penalty: 3116.152100
	Iteration 17Q: 3 clusters Score -802075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -802085.625000 Penalty: 3116.152100
	Iteration 18Q: 3 clusters Score -802085.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -802093.937500 Penalty: 3116.152100
	Iteration 19Q: 3 clusters Score -802093.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -802099.000000 Penalty: 3116.152100
	Iteration 20F: 3 clusters Score -802099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -802105.375000 Penalty: 3116.152100
	Iteration 21Q: 3 clusters Score -802105.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -802110.437500 Penalty: 3116.152100
	Iteration 22Q: 3 clusters Score -802110.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -802112.437500 Penalty: 3116.152100
	Iteration 23Q: 3 clusters Score -802112.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -802118.375000 Penalty: 3116.152100
	Iteration 24Q: 3 clusters Score -802118.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -802122.875000 Penalty: 3116.152100
	Iteration 25Q: 3 clusters Score -802122.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -802127.250000 Penalty: 3116.152100
	Iteration 26Q: 3 clusters Score -802127.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -802128.750000 Penalty: 3116.152100
	Iteration 27Q: 3 clusters Score -802128.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -802132.812500 Penalty: 3116.152100
	Iteration 28Q: 3 clusters Score -802132.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -802132.875000 Penalty: 3116.152100
	Iteration 29Q: 3 clusters Score -802132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -802136.187500 Penalty: 3116.152100
	Iteration 30Q: 3 clusters Score -802136.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -802139.187500 Penalty: 3116.152100
	Iteration 31Q: 3 clusters Score -802139.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -802141.812500 Penalty: 3116.152100
	Iteration 32Q: 3 clusters Score -802141.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -802144.125000 Penalty: 3116.152100
	Iteration 33Q: 3 clusters Score -802144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -802147.937500 Penalty: 3116.152100
	Iteration 34Q: 3 clusters Score -802147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -802147.250000 Penalty: 3116.152100
	Iteration 35Q: 3 clusters Score -802147.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -802152.062500 Penalty: 3116.152100
	Iteration 36Q: 3 clusters Score -802152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -802153.187500 Penalty: 3116.152100
	Iteration 37Q: 3 clusters Score -802153.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -802153.812500 Penalty: 3116.152100
	Iteration 38Q: 3 clusters Score -802153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -802154.687500 Penalty: 3116.152100
	Iteration 39Q: 3 clusters Score -802154.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -802156.875000 Penalty: 3116.152100
	Iteration 40F: 3 clusters Score -802156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -802159.437500 Penalty: 3116.152100
	Iteration 41Q: 3 clusters Score -802159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -802160.375000 Penalty: 3116.152100
	Iteration 42Q: 3 clusters Score -802160.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -802164.250000 Penalty: 3116.152100
	Iteration 43Q: 3 clusters Score -802164.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -802163.750000 Penalty: 3116.152100
	Iteration 44Q: 3 clusters Score -802163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -802166.875000 Penalty: 3116.152100
	Iteration 45Q: 3 clusters Score -802166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -802166.625000 Penalty: 3116.152100
	Iteration 46Q: 3 clusters Score -802166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -802166.062500 Penalty: 3116.152100
	Iteration 47Q: 3 clusters Score -802166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -802168.875000 Penalty: 3116.152100
	Iteration 48Q: 3 clusters Score -802168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -802169.562500 Penalty: 3116.152100
	Iteration 49Q: 3 clusters Score -802169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -802168.500000 Penalty: 3116.152100
	Iteration 50Q: 3 clusters Score -802168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -802167.937500 Penalty: 3116.152100
	Iteration 51Q: 3 clusters Score -802167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -802169.125000 Penalty: 3116.152100
	Iteration 52Q: 3 clusters Score -802169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -802168.812500 Penalty: 3116.152100
	Iteration 53Q: 3 clusters Score -802168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -802171.875000 Penalty: 3116.152100
	Iteration 54Q: 3 clusters Score -802171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -802173.125000 Penalty: 3116.152100
	Iteration 55Q: 3 clusters Score -802173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -802172.062500 Penalty: 3116.152100
	Iteration 56Q: 3 clusters Score -802172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -802172.375000 Penalty: 3116.152100
	Iteration 57Q: 3 clusters Score -802172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -802173.000000 Penalty: 3116.152100
	Iteration 58Q: 3 clusters Score -802173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -802172.687500 Penalty: 3116.152100
	Iteration 59Q: 3 clusters Score -802172.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -802177.437500 Penalty: 3116.152100
	Iteration 60F: 3 clusters Score -802177.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -802177.500000 Penalty: 3116.152100
	Iteration 61Q: 3 clusters Score -802177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -802178.437500 Penalty: 3116.152100
	Iteration 62Q: 3 clusters Score -802178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -802181.000000 Penalty: 3116.152100
	Iteration 63Q: 3 clusters Score -802181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -802181.187500 Penalty: 3116.152100
	Iteration 64Q: 3 clusters Score -802181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -802180.312500 Penalty: 3116.152100
	Iteration 65Q: 3 clusters Score -802180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -802181.125000 Penalty: 3116.152100
	Iteration 66Q: 3 clusters Score -802181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -802180.187500 Penalty: 3116.152100
	Iteration 67Q: 3 clusters Score -802180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -802181.062500 Penalty: 3116.152100
	Iteration 68Q: 3 clusters Score -802181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -802181.187500 Penalty: 3116.152100
	Iteration 69Q: 3 clusters Score -802181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -802182.437500 Penalty: 3116.152100
	Iteration 70Q: 3 clusters Score -802182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -802180.187500 Penalty: 3116.152100
	Iteration 71Q: 3 clusters Score -802180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -802182.187500 Penalty: 3116.152100
	Iteration 72Q: 3 clusters Score -802182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -802180.250000 Penalty: 3116.152100
	Iteration 73Q: 3 clusters Score -802180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -802182.250000 Penalty: 3116.152100
	Iteration 74Q: 3 clusters Score -802182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -802183.437500 Penalty: 3116.152100
	Iteration 75Q: 3 clusters Score -802183.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -802185.687500 Penalty: 3116.152100
	Iteration 76Q: 3 clusters Score -802185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -802187.687500 Penalty: 3116.152100
	Iteration 77Q: 3 clusters Score -802187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -802188.437500 Penalty: 3116.152100
	Iteration 78Q: 3 clusters Score -802188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -802186.375000 Penalty: 3116.152100
	Iteration 79Q: 3 clusters Score -802186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -802187.312500 Penalty: 3116.152100
	Iteration 80F: 3 clusters Score -802187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -802187.812500 Penalty: 3116.152100
	Iteration 81Q: 3 clusters Score -802187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -802187.812500 Penalty: 3116.152100
	Iteration 82Q: 3 clusters Score -802187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -802187.812500 Penalty: 3116.152100
	Iteration 83F: 3 clusters Score -802187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -232766.484375 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -232766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -229189.062500 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -229189.1 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -230139.156250 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -230139.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -230299.265625 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -230299.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -230399.265625 Penalty: 2718.541016
	Iteration 3Q: 3 clusters Score -230399.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -230476.171875 Penalty: 2718.541016
	Iteration 4Q: 3 clusters Score -230476.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -230532.796875 Penalty: 2718.541016
	Iteration 5Q: 3 clusters Score -230532.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -230567.109375 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -230567.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -230591.859375 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -230591.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -230616.515625 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -230616.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -230635.375000 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -230635.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -230650.656250 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -230650.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -230662.156250 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -230662.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -230670.609375 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -230670.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -230678.656250 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -230678.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -230687.890625 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -230687.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -230695.437500 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -230695.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -230703.343750 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -230703.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -230713.203125 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -230713.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -230724.281250 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -230724.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -230734.156250 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -230734.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -230740.546875 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -230740.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -230749.937500 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -230749.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -230766.109375 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -230766.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -230780.781250 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -230780.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -230796.421875 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -230796.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -230813.625000 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -230813.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -230833.140625 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -230833.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -230860.234375 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -230860.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -230894.359375 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -230894.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -230929.968750 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -230930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -230964.609375 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -230964.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -231009.000000 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -231009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -231046.703125 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -231046.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -231087.687500 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -231087.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -231131.546875 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -231131.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -231169.375000 Penalty: 2718.541016
	Iteration 35Q: 3 clusters Score -231169.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -231200.406250 Penalty: 2718.541016
	Iteration 36Q: 3 clusters Score -231200.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -231219.937500 Penalty: 2718.541016
	Iteration 37Q: 3 clusters Score -231219.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -231239.953125 Penalty: 2718.541016
	Iteration 38Q: 3 clusters Score -231240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -231261.750000 Penalty: 2718.541016
	Iteration 39Q: 3 clusters Score -231261.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -231285.875000 Penalty: 2718.541016
	Iteration 40F: 3 clusters Score -231285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -231311.296875 Penalty: 2718.541016
	Iteration 41Q: 3 clusters Score -231311.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -231330.984375 Penalty: 2718.541016
	Iteration 42Q: 3 clusters Score -231331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -231352.937500 Penalty: 2718.541016
	Iteration 43Q: 3 clusters Score -231352.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -231373.625000 Penalty: 2718.541016
	Iteration 44Q: 3 clusters Score -231373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -231391.859375 Penalty: 2718.541016
	Iteration 45Q: 3 clusters Score -231391.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -231414.703125 Penalty: 2718.541016
	Iteration 46Q: 3 clusters Score -231414.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -231437.187500 Penalty: 2718.541016
	Iteration 47Q: 3 clusters Score -231437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -231459.171875 Penalty: 2718.541016
	Iteration 48Q: 3 clusters Score -231459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -231472.625000 Penalty: 2718.541016
	Iteration 49Q: 3 clusters Score -231472.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -231485.609375 Penalty: 2718.541016
	Iteration 50Q: 3 clusters Score -231485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -231494.625000 Penalty: 2718.541016
	Iteration 51Q: 3 clusters Score -231494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -231503.046875 Penalty: 2718.541016
	Iteration 52Q: 3 clusters Score -231503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -231511.109375 Penalty: 2718.541016
	Iteration 53Q: 3 clusters Score -231511.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -231520.531250 Penalty: 2718.541016
	Iteration 54Q: 3 clusters Score -231520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -231526.828125 Penalty: 2718.541016
	Iteration 55Q: 3 clusters Score -231526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -231536.468750 Penalty: 2718.541016
	Iteration 56Q: 3 clusters Score -231536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -231545.375000 Penalty: 2718.541016
	Iteration 57Q: 3 clusters Score -231545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -231552.453125 Penalty: 2718.541016
	Iteration 58Q: 3 clusters Score -231552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -231554.671875 Penalty: 2718.541016
	Iteration 59Q: 3 clusters Score -231554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -231557.296875 Penalty: 2718.541016
	Iteration 60F: 3 clusters Score -231557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -231561.000000 Penalty: 2718.541016
	Iteration 61Q: 3 clusters Score -231561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -231566.281250 Penalty: 2718.541016
	Iteration 62Q: 3 clusters Score -231566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -231570.640625 Penalty: 2718.541016
	Iteration 63Q: 3 clusters Score -231570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -231576.359375 Penalty: 2718.541016
	Iteration 64Q: 3 clusters Score -231576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -231580.031250 Penalty: 2718.541016
	Iteration 65Q: 3 clusters Score -231580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -231582.156250 Penalty: 2718.541016
	Iteration 66Q: 3 clusters Score -231582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -231584.140625 Penalty: 2718.541016
	Iteration 67Q: 3 clusters Score -231584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -231584.125000 Penalty: 2718.541016
	Iteration 68Q: 3 clusters Score -231584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -231584.125000 Penalty: 2718.541016
	Iteration 69F: 3 clusters Score -231584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -303526.000000 Penalty: 1391.383179
	Iteration 0F: 2 clusters Score -303526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -299351.562500 Penalty: 2782.766357
	Iteration 0F: 3 clusters Score -299351.6 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -300457.375000 Penalty: 2782.766357
	Iteration 1F: 3 clusters Score -300457.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -300703.375000 Penalty: 2782.766357
	Iteration 2F: 3 clusters Score -300703.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -300898.656250 Penalty: 2782.766357
	Iteration 3F: 3 clusters Score -300898.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -301063.750000 Penalty: 2782.766357
	Iteration 4F: 3 clusters Score -301063.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -301219.000000 Penalty: 2782.766357
	Iteration 5F: 3 clusters Score -301219 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -301371.375000 Penalty: 2782.766357
	Iteration 6Q: 3 clusters Score -301371.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -301510.781250 Penalty: 2782.766357
	Iteration 7Q: 3 clusters Score -301510.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -301623.000000 Penalty: 2782.766357
	Iteration 8Q: 3 clusters Score -301623 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -301752.031250 Penalty: 2782.766357
	Iteration 9Q: 3 clusters Score -301752 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -301892.593750 Penalty: 2782.766357
	Iteration 10Q: 3 clusters Score -301892.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -302027.281250 Penalty: 2782.766357
	Iteration 11Q: 3 clusters Score -302027.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -302147.656250 Penalty: 2782.766357
	Iteration 12Q: 3 clusters Score -302147.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -302262.937500 Penalty: 2782.766357
	Iteration 13Q: 3 clusters Score -302262.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -302332.250000 Penalty: 2782.766357
	Iteration 14Q: 3 clusters Score -302332.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -302377.812500 Penalty: 2782.766357
	Iteration 15Q: 3 clusters Score -302377.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -302408.937500 Penalty: 2782.766357
	Iteration 16Q: 3 clusters Score -302408.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -302423.718750 Penalty: 2782.766357
	Iteration 17Q: 3 clusters Score -302423.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -302435.468750 Penalty: 2782.766357
	Iteration 18Q: 3 clusters Score -302435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -302442.437500 Penalty: 2782.766357
	Iteration 19Q: 3 clusters Score -302442.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -302450.531250 Penalty: 2782.766357
	Iteration 20F: 3 clusters Score -302450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -302460.843750 Penalty: 2782.766357
	Iteration 21Q: 3 clusters Score -302460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -302470.625000 Penalty: 2782.766357
	Iteration 22Q: 3 clusters Score -302470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -302478.968750 Penalty: 2782.766357
	Iteration 23Q: 3 clusters Score -302479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -302488.468750 Penalty: 2782.766357
	Iteration 24Q: 3 clusters Score -302488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -302496.125000 Penalty: 2782.766357
	Iteration 25Q: 3 clusters Score -302496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -302502.031250 Penalty: 2782.766357
	Iteration 26Q: 3 clusters Score -302502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -302508.156250 Penalty: 2782.766357
	Iteration 27Q: 3 clusters Score -302508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -302511.562500 Penalty: 2782.766357
	Iteration 28Q: 3 clusters Score -302511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -302515.937500 Penalty: 2782.766357
	Iteration 29Q: 3 clusters Score -302515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -302518.562500 Penalty: 2782.766357
	Iteration 30Q: 3 clusters Score -302518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -302520.125000 Penalty: 2782.766357
	Iteration 31Q: 3 clusters Score -302520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -302520.656250 Penalty: 2782.766357
	Iteration 32Q: 3 clusters Score -302520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -302521.968750 Penalty: 2782.766357
	Iteration 33Q: 3 clusters Score -302522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -302522.218750 Penalty: 2782.766357
	Iteration 34Q: 3 clusters Score -302522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -302524.625000 Penalty: 2782.766357
	Iteration 35Q: 3 clusters Score -302524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -302525.125000 Penalty: 2782.766357
	Iteration 36Q: 3 clusters Score -302525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -302527.031250 Penalty: 2782.766357
	Iteration 37Q: 3 clusters Score -302527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -302528.281250 Penalty: 2782.766357
	Iteration 38Q: 3 clusters Score -302528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -302529.968750 Penalty: 2782.766357
	Iteration 39Q: 3 clusters Score -302530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -302530.812500 Penalty: 2782.766357
	Iteration 40F: 3 clusters Score -302530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -302531.531250 Penalty: 2782.766357
	Iteration 41Q: 3 clusters Score -302531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -302532.406250 Penalty: 2782.766357
	Iteration 42Q: 3 clusters Score -302532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -302532.406250 Penalty: 2782.766357
	Iteration 43F: 3 clusters Score -302532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -214791.453125 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -214791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -211744.187500 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -211744.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -212553.375000 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -212553.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212771.062500 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -212771.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -212916.031250 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -212916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -213026.046875 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -213026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -213111.828125 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -213111.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -213167.671875 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -213167.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -213217.312500 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -213217.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -213277.828125 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -213277.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213329.265625 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -213329.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -213380.312500 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -213380.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213450.953125 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -213451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -213531.375000 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -213531.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213588.687500 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -213588.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -213638.468750 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -213638.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213681.046875 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -213681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -213719.296875 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -213719.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213754.218750 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -213754.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -213784.609375 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -213784.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213805.750000 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -213805.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -213821.015625 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -213821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -213831.531250 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -213831.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213841.593750 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -213841.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -213852.390625 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -213852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -213860.718750 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -213860.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -213866.625000 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -213866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -213871.546875 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -213871.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -213877.296875 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -213877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -213885.531250 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -213885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -213889.671875 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -213889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -213893.984375 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -213894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -213899.250000 Penalty: 2657.966309
	Iteration 31Q: 3 clusters Score -213899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -213901.140625 Penalty: 2657.966309
	Iteration 32Q: 3 clusters Score -213901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -213903.515625 Penalty: 2657.966309
	Iteration 33Q: 3 clusters Score -213903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -213905.968750 Penalty: 2657.966309
	Iteration 34Q: 3 clusters Score -213906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -213909.656250 Penalty: 2657.966309
	Iteration 35Q: 3 clusters Score -213909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -213910.203125 Penalty: 2657.966309
	Iteration 36Q: 3 clusters Score -213910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -213911.031250 Penalty: 2657.966309
	Iteration 37Q: 3 clusters Score -213911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -213912.171875 Penalty: 2657.966309
	Iteration 38Q: 3 clusters Score -213912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -213912.656250 Penalty: 2657.966309
	Iteration 39Q: 3 clusters Score -213912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -213912.953125 Penalty: 2657.966309
	Iteration 40F: 3 clusters Score -213913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -213913.390625 Penalty: 2657.966309
	Iteration 41Q: 3 clusters Score -213913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -213913.390625 Penalty: 2657.966309
	Iteration 42F: 3 clusters Score -213913.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Entering Unmasked Estep 
Score: -3897165.250000 Penalty: 1806.395020
	Iteration 0F: 2 clusters Score -3897165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3852355.500000 Penalty: 3612.790039
	Iteration 0F: 3 clusters Score -3852356 nChanged 31826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -3870358.250000 Penalty: 3612.790039
	Iteration 1F: 3 clusters Score -3870358 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -3871119.500000 Penalty: 3612.790039
	Iteration 2Q: 3 clusters Score -3871120 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -3872184.000000 Penalty: 3612.790039
	Iteration 3Q: 3 clusters Score -3872184 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -3874008.000000 Penalty: 3612.790039
	Iteration 4F: 3 clusters Score -3874008 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -3877055.000000 Penalty: 3612.790039
	Iteration 5F: 3 clusters Score -3877055 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -3881692.500000 Penalty: 3612.790039
	Iteration 6F: 3 clusters Score -3881692 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -3887054.750000 Penalty: 3612.790039
	Iteration 7F: 3 clusters Score -3887055 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -3891421.000000 Penalty: 3612.790039
	Iteration 8F: 3 clusters Score -3891421 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -3893859.750000 Penalty: 3612.790039
	Iteration 9Q: 3 clusters Score -3893860 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -3894911.000000 Penalty: 3612.790039
	Iteration 10Q: 3 clusters Score -3894911 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -3895279.750000 Penalty: 3612.790039
	Iteration 11Q: 3 clusters Score -3895280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -3895418.750000 Penalty: 3612.790039
	Iteration 12Q: 3 clusters Score -3895419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -3895478.000000 Penalty: 3612.790039
	Iteration 13Q: 3 clusters Score -3895478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -3895502.750000 Penalty: 3612.790039
	Iteration 14Q: 3 clusters Score -3895503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -3895513.000000 Penalty: 3612.790039
	Iteration 15Q: 3 clusters Score -3895513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -3895517.000000 Penalty: 3612.790039
	Iteration 16Q: 3 clusters Score -3895517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -3895513.750000 Penalty: 3612.790039
	Iteration 17Q: 3 clusters Score -3895514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -3895521.250000 Penalty: 3612.790039
	Iteration 18Q: 3 clusters Score -3895521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -3895523.500000 Penalty: 3612.790039
	Iteration 19Q: 3 clusters Score -3895524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -3895525.750000 Penalty: 3612.790039
	Iteration 20F: 3 clusters Score -3895526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -3895528.750000 Penalty: 3612.790039
	Iteration 21Q: 3 clusters Score -3895529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -3895534.500000 Penalty: 3612.790039
	Iteration 22Q: 3 clusters Score -3895534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -3895535.500000 Penalty: 3612.790039
	Iteration 23Q: 3 clusters Score -3895536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -3895536.250000 Penalty: 3612.790039
	Iteration 24Q: 3 clusters Score -3895536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -3895539.250000 Penalty: 3612.790039
	Iteration 25Q: 3 clusters Score -3895539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -3895535.000000 Penalty: 3612.790039
	Iteration 26Q: 3 clusters Score -3895535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -3895535.000000 Penalty: 3612.790039
	Iteration 27F: 3 clusters Score -3895535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -456686.062500 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -456686.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -450992.593750 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -450992.6 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -452826.281250 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -452826.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -453080.937500 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -453080.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -453263.375000 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -453263.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -453387.343750 Penalty: 2909.134033
	Iteration 4Q: 3 clusters Score -453387.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -453495.187500 Penalty: 2909.134033
	Iteration 5Q: 3 clusters Score -453495.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -453600.562500 Penalty: 2909.134033
	Iteration 6Q: 3 clusters Score -453600.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -453713.062500 Penalty: 2909.134033
	Iteration 7Q: 3 clusters Score -453713.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -453803.968750 Penalty: 2909.134033
	Iteration 8Q: 3 clusters Score -453804 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -453879.312500 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -453879.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -453945.343750 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -453945.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -454019.218750 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -454019.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -454101.343750 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -454101.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -454207.656250 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -454207.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -454349.375000 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -454349.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454521.312500 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -454521.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -454704.812500 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -454704.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -454893.812500 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -454893.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -455038.406250 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -455038.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -455141.031250 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -455141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -455217.968750 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -455218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -455279.250000 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -455279.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -455338.156250 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -455338.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -455377.875000 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -455377.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -455406.312500 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -455406.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -455428.156250 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -455428.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -455442.531250 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -455442.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -455461.062500 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -455461.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -455471.468750 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -455471.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -455477.281250 Penalty: 2909.134033
	Iteration 29Q: 3 clusters Score -455477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -455481.656250 Penalty: 2909.134033
	Iteration 30Q: 3 clusters Score -455481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -455486.406250 Penalty: 2909.134033
	Iteration 31Q: 3 clusters Score -455486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -455487.437500 Penalty: 2909.134033
	Iteration 32Q: 3 clusters Score -455487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -455489.531250 Penalty: 2909.134033
	Iteration 33Q: 3 clusters Score -455489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -455490.343750 Penalty: 2909.134033
	Iteration 34Q: 3 clusters Score -455490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -455490.406250 Penalty: 2909.134033
	Iteration 35Q: 3 clusters Score -455490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -455492.218750 Penalty: 2909.134033
	Iteration 36Q: 3 clusters Score -455492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -455492.343750 Penalty: 2909.134033
	Iteration 37Q: 3 clusters Score -455492.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -455492.468750 Penalty: 2909.134033
	Iteration 38Q: 3 clusters Score -455492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -455494.718750 Penalty: 2909.134033
	Iteration 39Q: 3 clusters Score -455494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -455495.562500 Penalty: 2909.134033
	Iteration 40F: 3 clusters Score -455495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -455497.218750 Penalty: 2909.134033
	Iteration 41Q: 3 clusters Score -455497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -455499.031250 Penalty: 2909.134033
	Iteration 42Q: 3 clusters Score -455499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -455501.093750 Penalty: 2909.134033
	Iteration 43Q: 3 clusters Score -455501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -455500.968750 Penalty: 2909.134033
	Iteration 44Q: 3 clusters Score -455501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -455501.218750 Penalty: 2909.134033
	Iteration 45Q: 3 clusters Score -455501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -455501.218750 Penalty: 2909.134033
	Iteration 46F: 3 clusters Score -455501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -542160.187500 Penalty: 1487.607910
	Iteration 0F: 2 clusters Score -542160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -535415.312500 Penalty: 2975.215820
	Iteration 0F: 3 clusters Score -535415.3 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -537822.312500 Penalty: 2975.215820
	Iteration 1F: 3 clusters Score -537822.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -538167.312500 Penalty: 2975.215820
	Iteration 2F: 3 clusters Score -538167.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -538521.062500 Penalty: 2975.215820
	Iteration 3F: 3 clusters Score -538521.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -538813.312500 Penalty: 2975.215820
	Iteration 4F: 3 clusters Score -538813.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -539047.937500 Penalty: 2975.215820
	Iteration 5Q: 3 clusters Score -539047.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -539281.437500 Penalty: 2975.215820
	Iteration 6Q: 3 clusters Score -539281.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -539511.000000 Penalty: 2975.215820
	Iteration 7Q: 3 clusters Score -539511 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -539737.000000 Penalty: 2975.215820
	Iteration 8Q: 3 clusters Score -539737 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -539980.625000 Penalty: 2975.215820
	Iteration 9Q: 3 clusters Score -539980.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -540195.000000 Penalty: 2975.215820
	Iteration 10Q: 3 clusters Score -540195 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -540399.875000 Penalty: 2975.215820
	Iteration 11Q: 3 clusters Score -540399.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -540588.062500 Penalty: 2975.215820
	Iteration 12Q: 3 clusters Score -540588.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -540755.750000 Penalty: 2975.215820
	Iteration 13Q: 3 clusters Score -540755.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -540899.812500 Penalty: 2975.215820
	Iteration 14Q: 3 clusters Score -540899.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -541009.500000 Penalty: 2975.215820
	Iteration 15Q: 3 clusters Score -541009.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -541074.062500 Penalty: 2975.215820
	Iteration 16Q: 3 clusters Score -541074.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -541117.125000 Penalty: 2975.215820
	Iteration 17Q: 3 clusters Score -541117.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -541160.562500 Penalty: 2975.215820
	Iteration 18Q: 3 clusters Score -541160.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -541188.125000 Penalty: 2975.215820
	Iteration 19Q: 3 clusters Score -541188.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -541209.500000 Penalty: 2975.215820
	Iteration 20F: 3 clusters Score -541209.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -541228.625000 Penalty: 2975.215820
	Iteration 21Q: 3 clusters Score -541228.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -541240.000000 Penalty: 2975.215820
	Iteration 22Q: 3 clusters Score -541240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -541242.875000 Penalty: 2975.215820
	Iteration 23Q: 3 clusters Score -541242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -541247.062500 Penalty: 2975.215820
	Iteration 24Q: 3 clusters Score -541247.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -541248.187500 Penalty: 2975.215820
	Iteration 25Q: 3 clusters Score -541248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -541249.562500 Penalty: 2975.215820
	Iteration 26Q: 3 clusters Score -541249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -541248.312500 Penalty: 2975.215820
	Iteration 27Q: 3 clusters Score -541248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -541249.500000 Penalty: 2975.215820
	Iteration 28Q: 3 clusters Score -541249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -541250.750000 Penalty: 2975.215820
	Iteration 29Q: 3 clusters Score -541250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -541251.187500 Penalty: 2975.215820
	Iteration 30Q: 3 clusters Score -541251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -541251.750000 Penalty: 2975.215820
	Iteration 31Q: 3 clusters Score -541251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -541251.250000 Penalty: 2975.215820
	Iteration 32Q: 3 clusters Score -541251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -541253.000000 Penalty: 2975.215820
	Iteration 33Q: 3 clusters Score -541253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -541253.312500 Penalty: 2975.215820
	Iteration 34Q: 3 clusters Score -541253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -541253.812500 Penalty: 2975.215820
	Iteration 35Q: 3 clusters Score -541253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -541254.500000 Penalty: 2975.215820
	Iteration 36Q: 3 clusters Score -541254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -541254.562500 Penalty: 2975.215820
	Iteration 37Q: 3 clusters Score -541254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -541254.562500 Penalty: 2975.215820
	Iteration 38F: 3 clusters Score -541254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -88161.039062 Penalty: 1219.463623
	Iteration 0F: 2 clusters Score -88161.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -86219.187500 Penalty: 2438.927246
	Iteration 0F: 3 clusters Score -86219.19 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -86663.218750 Penalty: 2438.927246
	Iteration 1F: 3 clusters Score -86663.22 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -86806.789062 Penalty: 2438.927246
	Iteration 2F: 3 clusters Score -86806.79 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -86955.507812 Penalty: 2438.927246
	Iteration 3F: 3 clusters Score -86955.51 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87131.976562 Penalty: 2438.927246
	Iteration 4F: 3 clusters Score -87131.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -87296.289062 Penalty: 2438.927246
	Iteration 5F: 3 clusters Score -87296.29 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -87441.664062 Penalty: 2438.927246
	Iteration 6F: 3 clusters Score -87441.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -87588.484375 Penalty: 2438.927246
	Iteration 7Q: 3 clusters Score -87588.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -87739.164062 Penalty: 2438.927246
	Iteration 8Q: 3 clusters Score -87739.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87840.585938 Penalty: 2438.927246
	Iteration 9Q: 3 clusters Score -87840.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -87925.929688 Penalty: 2438.927246
	Iteration 10Q: 3 clusters Score -87925.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87998.101562 Penalty: 2438.927246
	Iteration 11Q: 3 clusters Score -87998.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -88051.164062 Penalty: 2438.927246
	Iteration 12Q: 3 clusters Score -88051.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -88086.273438 Penalty: 2438.927246
	Iteration 13Q: 3 clusters Score -88086.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -88105.757812 Penalty: 2438.927246
	Iteration 14Q: 3 clusters Score -88105.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88115.554688 Penalty: 2438.927246
	Iteration 15Q: 3 clusters Score -88115.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -88119.406250 Penalty: 2438.927246
	Iteration 16Q: 3 clusters Score -88119.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -88123.210938 Penalty: 2438.927246
	Iteration 17Q: 3 clusters Score -88123.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -88127.023438 Penalty: 2438.927246
	Iteration 18Q: 3 clusters Score -88127.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -88129.796875 Penalty: 2438.927246
	Iteration 19Q: 3 clusters Score -88129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88129.976562 Penalty: 2438.927246
	Iteration 20F: 3 clusters Score -88129.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 19542 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 10343 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 14591 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 5231 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 67257 members 
Mstep: Class 20 contains 7717 members 
Mstep: Class 22 contains 9457 members 
Mstep: Class 24 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555961.000000 Penalty: 37551.386719
Iteration 79Q: 20 clusters Score -1.055596e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 19584 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 4075 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 14579 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 67285 members 
Mstep: Class 20 contains 7680 members 
Mstep: Class 22 contains 9449 members 
Mstep: Class 24 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10555995.000000 Penalty: 37551.386719
Iteration 80F: 20 clusters Score -1.0556e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6970 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3316 members 
Mstep: Class 7 contains 19622 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 4084 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 14576 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 67303 members 
Mstep: Class 20 contains 7644 members 
Mstep: Class 22 contains 9441 members 
Mstep: Class 24 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556018.000000 Penalty: 37551.386719
Iteration 81Q: 20 clusters Score -1.055602e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 19657 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 16 contains 67334 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 24 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556035.000000 Penalty: 37551.386719
Iteration 82Q: 20 clusters Score -1.055604e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 19683 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 8830 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 3569 members 
Mstep: Class 16 contains 67364 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 22 contains 9431 members 
Mstep: Class 24 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556049.000000 Penalty: 37551.386719
Iteration 83Q: 20 clusters Score -1.055605e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7234 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 3570 members 
Mstep: Class 16 contains 67395 members 
Mstep: Class 20 contains 7554 members 
Mstep: Class 22 contains 9426 members 
Mstep: Class 24 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556098.000000 Penalty: 37551.386719
Iteration 84Q: 20 clusters Score -1.05561e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 19756 members 
Mstep: Class 8 contains 1166 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4076 members 
Mstep: Class 11 contains 8830 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67420 members 
Mstep: Class 20 contains 7518 members 
Mstep: Class 22 contains 9427 members 
Mstep: Class 24 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556114.000000 Penalty: 37551.386719
Iteration 85Q: 20 clusters Score -1.055611e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 9 contains 10349 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 14520 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 67436 members 
Mstep: Class 20 contains 7477 members 
Mstep: Class 22 contains 9428 members 
Mstep: Class 24 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556091.000000 Penalty: 37551.386719
Iteration 86Q: 20 clusters Score -1.055609e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 19837 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10349 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67452 members 
Mstep: Class 20 contains 7439 members 
Mstep: Class 22 contains 9425 members 
Mstep: Class 24 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556141.000000 Penalty: 37551.386719
Iteration 87Q: 20 clusters Score -1.055614e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7198 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6914 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 19870 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 14506 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67464 members 
Mstep: Class 20 contains 7409 members 
Mstep: Class 22 contains 9425 members 
Mstep: Class 24 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556154.000000 Penalty: 37551.386719
Iteration 88Q: 20 clusters Score -1.055615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 19911 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 14500 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 67482 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 22 contains 9426 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556126.000000 Penalty: 37551.386719
Iteration 89Q: 20 clusters Score -1.055613e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 19959 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 10351 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 14490 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67503 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 24 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556156.000000 Penalty: 37551.386719
Iteration 90Q: 20 clusters Score -1.055616e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6910 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 20005 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67523 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556171.000000 Penalty: 37551.386719
Iteration 91Q: 20 clusters Score -1.055617e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6907 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 20054 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 5303 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 67539 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556151.000000 Penalty: 37551.386719
Iteration 92Q: 20 clusters Score -1.055615e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 20120 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 14471 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67554 members 
Mstep: Class 20 contains 7163 members 
Mstep: Class 22 contains 9426 members 
Mstep: Class 24 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556131.000000 Penalty: 37551.386719
Iteration 93Q: 20 clusters Score -1.055613e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 20175 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 10351 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 67558 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 22 contains 9426 members 
Mstep: Class 24 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556157.000000 Penalty: 37551.386719
Iteration 94Q: 20 clusters Score -1.055616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 20232 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 67564 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 22 contains 9425 members 
Mstep: Class 24 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556169.000000 Penalty: 37551.386719
Iteration 95Q: 20 clusters Score -1.055617e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 14462 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67577 members 
Mstep: Class 20 contains 7010 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 24 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556193.000000 Penalty: 37551.386719
Iteration 96Q: 20 clusters Score -1.055619e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 20323 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67587 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 22 contains 9422 members 
Mstep: Class 24 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556213.000000 Penalty: 37551.386719
Iteration 97Q: 20 clusters Score -1.055621e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 20372 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67596 members 
Mstep: Class 20 contains 6918 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556239.000000 Penalty: 37551.386719
Iteration 98Q: 20 clusters Score -1.055624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 10349 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 14441 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67609 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 22 contains 9423 members 
Mstep: Class 24 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556269.000000 Penalty: 37551.386719
Iteration 99Q: 20 clusters Score -1.055627e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 20497 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67611 members 
Mstep: Class 20 contains 6800 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556297.000000 Penalty: 37551.386719
Iteration 100F: 20 clusters Score -1.05563e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67619 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556309.000000 Penalty: 37551.386719
Iteration 101Q: 20 clusters Score -1.055631e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 10346 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 67625 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556358.000000 Penalty: 37551.386719
Iteration 102Q: 20 clusters Score -1.055636e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 20702 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 67632 members 
Mstep: Class 20 contains 6597 members 
Mstep: Class 22 contains 9422 members 
Mstep: Class 24 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556376.000000 Penalty: 37551.386719
Iteration 103Q: 20 clusters Score -1.055638e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 10346 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 8812 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 67650 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556430.000000 Penalty: 37551.386719
Iteration 104Q: 20 clusters Score -1.055643e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 20807 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67670 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 22 contains 9427 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 20 clusters Score -1.055646e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 20860 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 14424 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 67681 members 
Mstep: Class 20 contains 6433 members 
Mstep: Class 22 contains 9429 members 
Mstep: Class 24 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556446.000000 Penalty: 37551.386719
Iteration 106Q: 20 clusters Score -1.055645e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 20907 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67688 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 22 contains 9432 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556463.000000 Penalty: 37551.386719
Iteration 107Q: 20 clusters Score -1.055646e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6863 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 20943 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 10351 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 67695 members 
Mstep: Class 20 contains 6360 members 
Mstep: Class 22 contains 9435 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 20 clusters Score -1.055651e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7121 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 20986 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 67699 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.055649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7118 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 21036 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 10353 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 67705 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 22 contains 9443 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 20 clusters Score -1.055648e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 21069 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 10355 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 67708 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 22 contains 9450 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 20 clusters Score -1.055652e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 8776 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 67716 members 
Mstep: Class 20 contains 6217 members 
Mstep: Class 22 contains 9464 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -1.055649e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 21124 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 8760 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67725 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -1.055648e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7113 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67733 members 
Mstep: Class 20 contains 6170 members 
Mstep: Class 22 contains 9487 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -1.055649e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 67737 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 22 contains 9503 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
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Iteration 115Q: 20 clusters Score -1.055648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 4122 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67740 members 
Mstep: Class 20 contains 6114 members 
Mstep: Class 22 contains 9517 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
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Iteration 116Q: 20 clusters Score -1.055648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 4128 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67752 members 
Mstep: Class 20 contains 6088 members 
Mstep: Class 22 contains 9527 members 
Mstep: Class 24 contains 1531 members 
Entering Unmasked Estep 
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Iteration 117Q: 20 clusters Score -1.055648e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67759 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 22 contains 9537 members 
Mstep: Class 24 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556485.000000 Penalty: 37551.386719
Iteration 118Q: 20 clusters Score -1.055648e+07 nChanged 65
Entering ConstructFrom: 
Score: -10556485.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (10038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Entering Unmasked Estep 
Score: -536015.125000 Penalty: 1497.296631
	Iteration 0F: 2 clusters Score -536015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -528860.250000 Penalty: 2994.593262
	Iteration 0F: 3 clusters Score -528860.2 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -531385.187500 Penalty: 2994.593262
	Iteration 1F: 3 clusters Score -531385.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -531809.875000 Penalty: 2994.593262
	Iteration 2F: 3 clusters Score -531809.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -532242.812500 Penalty: 2994.593262
	Iteration 3F: 3 clusters Score -532242.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -532624.062500 Penalty: 2994.593262
	Iteration 4F: 3 clusters Score -532624.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -533003.000000 Penalty: 2994.593262
	Iteration 5F: 3 clusters Score -533003 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -533424.437500 Penalty: 2994.593262
	Iteration 6F: 3 clusters Score -533424.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -533820.375000 Penalty: 2994.593262
	Iteration 7F: 3 clusters Score -533820.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -534174.375000 Penalty: 2994.593262
	Iteration 8Q: 3 clusters Score -534174.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -534427.187500 Penalty: 2994.593262
	Iteration 9Q: 3 clusters Score -534427.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -534632.125000 Penalty: 2994.593262
	Iteration 10Q: 3 clusters Score -534632.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -534799.812500 Penalty: 2994.593262
	Iteration 11Q: 3 clusters Score -534799.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -534920.000000 Penalty: 2994.593262
	Iteration 12Q: 3 clusters Score -534920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -535015.062500 Penalty: 2994.593262
	Iteration 13Q: 3 clusters Score -535015.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -535089.625000 Penalty: 2994.593262
	Iteration 14Q: 3 clusters Score -535089.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -535147.937500 Penalty: 2994.593262
	Iteration 15Q: 3 clusters Score -535147.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -535180.750000 Penalty: 2994.593262
	Iteration 16Q: 3 clusters Score -535180.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -535208.312500 Penalty: 2994.593262
	Iteration 17Q: 3 clusters Score -535208.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -535235.875000 Penalty: 2994.593262
	Iteration 18Q: 3 clusters Score -535235.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -535264.250000 Penalty: 2994.593262
	Iteration 19Q: 3 clusters Score -535264.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -535284.375000 Penalty: 2994.593262
	Iteration 20F: 3 clusters Score -535284.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -535303.375000 Penalty: 2994.593262
	Iteration 21Q: 3 clusters Score -535303.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -535320.937500 Penalty: 2994.593262
	Iteration 22Q: 3 clusters Score -535320.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -535336.562500 Penalty: 2994.593262
	Iteration 23Q: 3 clusters Score -535336.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -535347.437500 Penalty: 2994.593262
	Iteration 24Q: 3 clusters Score -535347.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -535355.250000 Penalty: 2994.593262
	Iteration 25Q: 3 clusters Score -535355.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -535360.625000 Penalty: 2994.593262
	Iteration 26Q: 3 clusters Score -535360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -535364.562500 Penalty: 2994.593262
	Iteration 27Q: 3 clusters Score -535364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -535368.187500 Penalty: 2994.593262
	Iteration 28Q: 3 clusters Score -535368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -535370.750000 Penalty: 2994.593262
	Iteration 29Q: 3 clusters Score -535370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -535372.062500 Penalty: 2994.593262
	Iteration 30Q: 3 clusters Score -535372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -535373.250000 Penalty: 2994.593262
	Iteration 31Q: 3 clusters Score -535373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -535376.125000 Penalty: 2994.593262
	Iteration 32Q: 3 clusters Score -535376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -535376.187500 Penalty: 2994.593262
	Iteration 33Q: 3 clusters Score -535376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -535377.312500 Penalty: 2994.593262
	Iteration 34Q: 3 clusters Score -535377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -535378.000000 Penalty: 2994.593262
	Iteration 35Q: 3 clusters Score -535378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -535379.625000 Penalty: 2994.593262
	Iteration 36Q: 3 clusters Score -535379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -535379.187500 Penalty: 2994.593262
	Iteration 37Q: 3 clusters Score -535379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -535380.000000 Penalty: 2994.593262
	Iteration 38Q: 3 clusters Score -535380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -535380.500000 Penalty: 2994.593262
	Iteration 39Q: 3 clusters Score -535380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -535379.562500 Penalty: 2994.593262
	Iteration 40F: 3 clusters Score -535379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -535380.437500 Penalty: 2994.593262
	Iteration 41Q: 3 clusters Score -535380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -535379.250000 Penalty: 2994.593262
	Iteration 42Q: 3 clusters Score -535379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -535379.250000 Penalty: 2994.593262
	Iteration 43F: 3 clusters Score -535379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -427775.531250 Penalty: 1440.773682
	Iteration 0F: 2 clusters Score -427775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -422460.562500 Penalty: 2881.547363
	Iteration 0F: 3 clusters Score -422460.6 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -424009.937500 Penalty: 2881.547363
	Iteration 1F: 3 clusters Score -424009.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -424217.656250 Penalty: 2881.547363
	Iteration 2F: 3 clusters Score -424217.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -424401.281250 Penalty: 2881.547363
	Iteration 3F: 3 clusters Score -424401.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -424583.281250 Penalty: 2881.547363
	Iteration 4Q: 3 clusters Score -424583.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -424781.812500 Penalty: 2881.547363
	Iteration 5Q: 3 clusters Score -424781.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -424999.531250 Penalty: 2881.547363
	Iteration 6Q: 3 clusters Score -424999.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -425207.437500 Penalty: 2881.547363
	Iteration 7Q: 3 clusters Score -425207.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -425404.343750 Penalty: 2881.547363
	Iteration 8Q: 3 clusters Score -425404.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -425569.968750 Penalty: 2881.547363
	Iteration 9Q: 3 clusters Score -425570 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -425713.687500 Penalty: 2881.547363
	Iteration 10Q: 3 clusters Score -425713.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -425857.343750 Penalty: 2881.547363
	Iteration 11Q: 3 clusters Score -425857.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -426000.062500 Penalty: 2881.547363
	Iteration 12Q: 3 clusters Score -426000.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -426119.968750 Penalty: 2881.547363
	Iteration 13Q: 3 clusters Score -426120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -426208.062500 Penalty: 2881.547363
	Iteration 14Q: 3 clusters Score -426208.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -426284.843750 Penalty: 2881.547363
	Iteration 15Q: 3 clusters Score -426284.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -426346.718750 Penalty: 2881.547363
	Iteration 16Q: 3 clusters Score -426346.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -426398.625000 Penalty: 2881.547363
	Iteration 17Q: 3 clusters Score -426398.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -426449.312500 Penalty: 2881.547363
	Iteration 18Q: 3 clusters Score -426449.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -426486.937500 Penalty: 2881.547363
	Iteration 19Q: 3 clusters Score -426486.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -426520.437500 Penalty: 2881.547363
	Iteration 20F: 3 clusters Score -426520.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -426539.687500 Penalty: 2881.547363
	Iteration 21Q: 3 clusters Score -426539.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -426553.843750 Penalty: 2881.547363
	Iteration 22Q: 3 clusters Score -426553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -426566.343750 Penalty: 2881.547363
	Iteration 23Q: 3 clusters Score -426566.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -426579.093750 Penalty: 2881.547363
	Iteration 24Q: 3 clusters Score -426579.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -426589.656250 Penalty: 2881.547363
	Iteration 25Q: 3 clusters Score -426589.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -426599.062500 Penalty: 2881.547363
	Iteration 26Q: 3 clusters Score -426599.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -426606.187500 Penalty: 2881.547363
	Iteration 27Q: 3 clusters Score -426606.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -426613.093750 Penalty: 2881.547363
	Iteration 28Q: 3 clusters Score -426613.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -426620.625000 Penalty: 2881.547363
	Iteration 29Q: 3 clusters Score -426620.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -426625.781250 Penalty: 2881.547363
	Iteration 30Q: 3 clusters Score -426625.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -426634.937500 Penalty: 2881.547363
	Iteration 31Q: 3 clusters Score -426634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -426641.687500 Penalty: 2881.547363
	Iteration 32Q: 3 clusters Score -426641.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -426652.406250 Penalty: 2881.547363
	Iteration 33Q: 3 clusters Score -426652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -426664.687500 Penalty: 2881.547363
	Iteration 34Q: 3 clusters Score -426664.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -426674.593750 Penalty: 2881.547363
	Iteration 35Q: 3 clusters Score -426674.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -426685.468750 Penalty: 2881.547363
	Iteration 36Q: 3 clusters Score -426685.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -426697.187500 Penalty: 2881.547363
	Iteration 37Q: 3 clusters Score -426697.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -426708.406250 Penalty: 2881.547363
	Iteration 38Q: 3 clusters Score -426708.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -426717.312500 Penalty: 2881.547363
	Iteration 39Q: 3 clusters Score -426717.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -426728.062500 Penalty: 2881.547363
	Iteration 40F: 3 clusters Score -426728.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -426740.531250 Penalty: 2881.547363
	Iteration 41Q: 3 clusters Score -426740.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -426752.937500 Penalty: 2881.547363
	Iteration 42Q: 3 clusters Score -426752.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -426769.250000 Penalty: 2881.547363
	Iteration 43Q: 3 clusters Score -426769.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -426786.968750 Penalty: 2881.547363
	Iteration 44Q: 3 clusters Score -426787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -426802.250000 Penalty: 2881.547363
	Iteration 45Q: 3 clusters Score -426802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -426813.593750 Penalty: 2881.547363
	Iteration 46Q: 3 clusters Score -426813.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -426822.406250 Penalty: 2881.547363
	Iteration 47Q: 3 clusters Score -426822.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -426832.625000 Penalty: 2881.547363
	Iteration 48Q: 3 clusters Score -426832.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -426839.062500 Penalty: 2881.547363
	Iteration 49Q: 3 clusters Score -426839.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -426848.500000 Penalty: 2881.547363
	Iteration 50Q: 3 clusters Score -426848.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -426860.687500 Penalty: 2881.547363
	Iteration 51Q: 3 clusters Score -426860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -426867.531250 Penalty: 2881.547363
	Iteration 52Q: 3 clusters Score -426867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -426871.937500 Penalty: 2881.547363
	Iteration 53Q: 3 clusters Score -426871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -426876.875000 Penalty: 2881.547363
	Iteration 54Q: 3 clusters Score -426876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -426883.656250 Penalty: 2881.547363
	Iteration 55Q: 3 clusters Score -426883.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -426890.531250 Penalty: 2881.547363
	Iteration 56Q: 3 clusters Score -426890.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -426896.656250 Penalty: 2881.547363
	Iteration 57Q: 3 clusters Score -426896.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -426904.687500 Penalty: 2881.547363
	Iteration 58Q: 3 clusters Score -426904.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -426912.531250 Penalty: 2881.547363
	Iteration 59Q: 3 clusters Score -426912.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -426921.250000 Penalty: 2881.547363
	Iteration 60F: 3 clusters Score -426921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -426934.312500 Penalty: 2881.547363
	Iteration 61Q: 3 clusters Score -426934.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -426946.281250 Penalty: 2881.547363
	Iteration 62Q: 3 clusters Score -426946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -426954.968750 Penalty: 2881.547363
	Iteration 63Q: 3 clusters Score -426955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -426968.656250 Penalty: 2881.547363
	Iteration 64Q: 3 clusters Score -426968.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -426982.406250 Penalty: 2881.547363
	Iteration 65Q: 3 clusters Score -426982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -426993.687500 Penalty: 2881.547363
	Iteration 66Q: 3 clusters Score -426993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -426997.812500 Penalty: 2881.547363
	Iteration 67Q: 3 clusters Score -426997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -427008.625000 Penalty: 2881.547363
	Iteration 68Q: 3 clusters Score -427008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -427015.562500 Penalty: 2881.547363
	Iteration 69Q: 3 clusters Score -427015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -427017.781250 Penalty: 2881.547363
	Iteration 70Q: 3 clusters Score -427017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -427019.437500 Penalty: 2881.547363
	Iteration 71Q: 3 clusters Score -427019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -427023.968750 Penalty: 2881.547363
	Iteration 72Q: 3 clusters Score -427024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -427024.468750 Penalty: 2881.547363
	Iteration 73Q: 3 clusters Score -427024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -427025.625000 Penalty: 2881.547363
	Iteration 74Q: 3 clusters Score -427025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -427026.468750 Penalty: 2881.547363
	Iteration 75Q: 3 clusters Score -427026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -427027.406250 Penalty: 2881.547363
	Iteration 76Q: 3 clusters Score -427027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -427026.812500 Penalty: 2881.547363
	Iteration 77Q: 3 clusters Score -427026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -427028.125000 Penalty: 2881.547363
	Iteration 78Q: 3 clusters Score -427028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -427029.000000 Penalty: 2881.547363
	Iteration 79Q: 3 clusters Score -427029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -427030.000000 Penalty: 2881.547363
	Iteration 80F: 3 clusters Score -427030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -427030.687500 Penalty: 2881.547363
	Iteration 81Q: 3 clusters Score -427030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -427030.687500 Penalty: 2881.547363
	Iteration 82F: 3 clusters Score -427030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -81467.367188 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -81467.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -79765.437500 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -79765.44 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -80092.093750 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -80092.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -80160.937500 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -80160.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -80198.718750 Penalty: 2347.096680
	Iteration 3Q: 3 clusters Score -80198.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -80225.937500 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -80225.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -80246.398438 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -80246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80264.492188 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -80264.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80276.984375 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -80276.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80281.125000 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -80281.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80283.945312 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -80283.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80286.437500 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -80286.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80288.625000 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -80288.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80293.664062 Penalty: 2347.096680
	Iteration 12Q: 3 clusters Score -80293.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80298.343750 Penalty: 2347.096680
	Iteration 13Q: 3 clusters Score -80298.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80302.210938 Penalty: 2347.096680
	Iteration 14Q: 3 clusters Score -80302.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80306.148438 Penalty: 2347.096680
	Iteration 15Q: 3 clusters Score -80306.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80308.781250 Penalty: 2347.096680
	Iteration 16Q: 3 clusters Score -80308.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80309.859375 Penalty: 2347.096680
	Iteration 17Q: 3 clusters Score -80309.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80310.125000 Penalty: 2347.096680
	Iteration 18Q: 3 clusters Score -80310.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80310.398438 Penalty: 2347.096680
	Iteration 19Q: 3 clusters Score -80310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80311.218750 Penalty: 2347.096680
	Iteration 20F: 3 clusters Score -80311.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80311.359375 Penalty: 2347.096680
	Iteration 21Q: 3 clusters Score -80311.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80311.359375 Penalty: 2347.096680
	Iteration 22F: 3 clusters Score -80311.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -421408.031250 Penalty: 1435.295410
	Iteration 0F: 2 clusters Score -421408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -416226.281250 Penalty: 2870.590820
	Iteration 0F: 3 clusters Score -416226.3 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -417791.875000 Penalty: 2870.590820
	Iteration 1F: 3 clusters Score -417791.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -418109.906250 Penalty: 2870.590820
	Iteration 2F: 3 clusters Score -418109.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -418423.218750 Penalty: 2870.590820
	Iteration 3F: 3 clusters Score -418423.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -418698.187500 Penalty: 2870.590820
	Iteration 4F: 3 clusters Score -418698.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -418937.437500 Penalty: 2870.590820
	Iteration 5F: 3 clusters Score -418937.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -419190.812500 Penalty: 2870.590820
	Iteration 6Q: 3 clusters Score -419190.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -419442.375000 Penalty: 2870.590820
	Iteration 7Q: 3 clusters Score -419442.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -419724.406250 Penalty: 2870.590820
	Iteration 8Q: 3 clusters Score -419724.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -420069.031250 Penalty: 2870.590820
	Iteration 9Q: 3 clusters Score -420069 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -420434.843750 Penalty: 2870.590820
	Iteration 10Q: 3 clusters Score -420434.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -420759.718750 Penalty: 2870.590820
	Iteration 11Q: 3 clusters Score -420759.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -420981.968750 Penalty: 2870.590820
	Iteration 12Q: 3 clusters Score -420982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -421131.625000 Penalty: 2870.590820
	Iteration 13Q: 3 clusters Score -421131.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -421272.625000 Penalty: 2870.590820
	Iteration 14Q: 3 clusters Score -421272.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -421404.906250 Penalty: 2870.590820
	Iteration 15Q: 3 clusters Score -421404.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -421461.812500 Penalty: 2870.590820
	Iteration 16Q: 3 clusters Score -421461.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -421488.718750 Penalty: 2870.590820
	Iteration 17Q: 3 clusters Score -421488.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -421501.187500 Penalty: 2870.590820
	Iteration 18Q: 3 clusters Score -421501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -421507.656250 Penalty: 2870.590820
	Iteration 19Q: 3 clusters Score -421507.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -421508.968750 Penalty: 2870.590820
	Iteration 20F: 3 clusters Score -421509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -421510.750000 Penalty: 2870.590820
	Iteration 21Q: 3 clusters Score -421510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -421510.937500 Penalty: 2870.590820
	Iteration 22Q: 3 clusters Score -421510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -421510.843750 Penalty: 2870.590820
	Iteration 23Q: 3 clusters Score -421510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -421510.843750 Penalty: 2870.590820
	Iteration 24F: 3 clusters Score -421510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 8692 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67763 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 24 contains 1526 members 
Entering Unmasked Estep 
Score: -10556057.000000 Penalty: 39527.777344
Splitting cluster 4 changes total score from -10556485.000000 to -10556057.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -238374.796875 Penalty: 1378.456421
	Iteration 0F: 2 clusters Score -238374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -234493.218750 Penalty: 2756.912842
	Iteration 0F: 3 clusters Score -234493.2 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -235592.203125 Penalty: 2756.912842
	Iteration 1F: 3 clusters Score -235592.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -235855.765625 Penalty: 2756.912842
	Iteration 2F: 3 clusters Score -235855.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -236104.312500 Penalty: 2756.912842
	Iteration 3F: 3 clusters Score -236104.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -236373.390625 Penalty: 2756.912842
	Iteration 4F: 3 clusters Score -236373.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -236633.515625 Penalty: 2756.912842
	Iteration 5F: 3 clusters Score -236633.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -236864.984375 Penalty: 2756.912842
	Iteration 6F: 3 clusters Score -236865 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -237069.093750 Penalty: 2756.912842
	Iteration 7Q: 3 clusters Score -237069.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -237210.687500 Penalty: 2756.912842
	Iteration 8Q: 3 clusters Score -237210.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -237310.718750 Penalty: 2756.912842
	Iteration 9Q: 3 clusters Score -237310.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -237395.656250 Penalty: 2756.912842
	Iteration 10Q: 3 clusters Score -237395.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -237459.937500 Penalty: 2756.912842
	Iteration 11Q: 3 clusters Score -237459.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -237504.921875 Penalty: 2756.912842
	Iteration 12Q: 3 clusters Score -237504.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -237547.125000 Penalty: 2756.912842
	Iteration 13Q: 3 clusters Score -237547.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -237589.578125 Penalty: 2756.912842
	Iteration 14Q: 3 clusters Score -237589.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -237625.859375 Penalty: 2756.912842
	Iteration 15Q: 3 clusters Score -237625.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -237670.328125 Penalty: 2756.912842
	Iteration 16Q: 3 clusters Score -237670.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -237703.109375 Penalty: 2756.912842
	Iteration 17Q: 3 clusters Score -237703.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -237727.187500 Penalty: 2756.912842
	Iteration 18Q: 3 clusters Score -237727.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -237752.281250 Penalty: 2756.912842
	Iteration 19Q: 3 clusters Score -237752.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -237768.203125 Penalty: 2756.912842
	Iteration 20F: 3 clusters Score -237768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -237781.265625 Penalty: 2756.912842
	Iteration 21Q: 3 clusters Score -237781.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -237793.390625 Penalty: 2756.912842
	Iteration 22Q: 3 clusters Score -237793.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -237806.578125 Penalty: 2756.912842
	Iteration 23Q: 3 clusters Score -237806.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -237821.328125 Penalty: 2756.912842
	Iteration 24Q: 3 clusters Score -237821.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -237836.953125 Penalty: 2756.912842
	Iteration 25Q: 3 clusters Score -237837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -237856.265625 Penalty: 2756.912842
	Iteration 26Q: 3 clusters Score -237856.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -237879.906250 Penalty: 2756.912842
	Iteration 27Q: 3 clusters Score -237879.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -237903.250000 Penalty: 2756.912842
	Iteration 28Q: 3 clusters Score -237903.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -237928.312500 Penalty: 2756.912842
	Iteration 29Q: 3 clusters Score -237928.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -237946.000000 Penalty: 2756.912842
	Iteration 30Q: 3 clusters Score -237946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -237966.656250 Penalty: 2756.912842
	Iteration 31Q: 3 clusters Score -237966.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -237983.453125 Penalty: 2756.912842
	Iteration 32Q: 3 clusters Score -237983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -237994.078125 Penalty: 2756.912842
	Iteration 33Q: 3 clusters Score -237994.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -238003.734375 Penalty: 2756.912842
	Iteration 34Q: 3 clusters Score -238003.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -238014.531250 Penalty: 2756.912842
	Iteration 35Q: 3 clusters Score -238014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -238028.218750 Penalty: 2756.912842
	Iteration 36Q: 3 clusters Score -238028.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -238038.546875 Penalty: 2756.912842
	Iteration 37Q: 3 clusters Score -238038.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -238045.921875 Penalty: 2756.912842
	Iteration 38Q: 3 clusters Score -238045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -238048.765625 Penalty: 2756.912842
	Iteration 39Q: 3 clusters Score -238048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -238050.812500 Penalty: 2756.912842
	Iteration 40F: 3 clusters Score -238050.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -238054.359375 Penalty: 2756.912842
	Iteration 41Q: 3 clusters Score -238054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -238057.359375 Penalty: 2756.912842
	Iteration 42Q: 3 clusters Score -238057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -238060.859375 Penalty: 2756.912842
	Iteration 43Q: 3 clusters Score -238060.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -238063.656250 Penalty: 2756.912842
	Iteration 44Q: 3 clusters Score -238063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -238065.171875 Penalty: 2756.912842
	Iteration 45Q: 3 clusters Score -238065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -238067.640625 Penalty: 2756.912842
	Iteration 46Q: 3 clusters Score -238067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -238069.765625 Penalty: 2756.912842
	Iteration 47Q: 3 clusters Score -238069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -238071.625000 Penalty: 2756.912842
	Iteration 48Q: 3 clusters Score -238071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -238072.921875 Penalty: 2756.912842
	Iteration 49Q: 3 clusters Score -238072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -238074.000000 Penalty: 2756.912842
	Iteration 50Q: 3 clusters Score -238074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -238073.937500 Penalty: 2756.912842
	Iteration 51Q: 3 clusters Score -238073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -238074.500000 Penalty: 2756.912842
	Iteration 52Q: 3 clusters Score -238074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -238075.546875 Penalty: 2756.912842
	Iteration 53Q: 3 clusters Score -238075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -238076.250000 Penalty: 2756.912842
	Iteration 54Q: 3 clusters Score -238076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -238076.953125 Penalty: 2756.912842
	Iteration 55Q: 3 clusters Score -238077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -238077.453125 Penalty: 2756.912842
	Iteration 56Q: 3 clusters Score -238077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -238077.906250 Penalty: 2756.912842
	Iteration 57Q: 3 clusters Score -238077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -238077.765625 Penalty: 2756.912842
	Iteration 58Q: 3 clusters Score -238077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -238078.359375 Penalty: 2756.912842
	Iteration 59Q: 3 clusters Score -238078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -238078.062500 Penalty: 2756.912842
	Iteration 60F: 3 clusters Score -238078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -199066.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -199066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -196197.859375 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -196197.9 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -196869.500000 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -196869.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -196992.156250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -196992.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -197092.609375 Penalty: 2626.177979
	Iteration 3Q: 3 clusters Score -197092.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -197177.296875 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -197177.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -197275.828125 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -197275.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -197372.890625 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -197372.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -197464.593750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -197464.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -197546.218750 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -197546.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -197615.609375 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -197615.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -197668.531250 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -197668.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -197705.671875 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -197705.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -197742.250000 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -197742.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -197781.781250 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -197781.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -197815.156250 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -197815.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -197841.234375 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -197841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -197855.250000 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -197855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -197863.984375 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -197864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -197876.343750 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -197876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -197888.203125 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -197888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -197902.515625 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -197902.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -197907.906250 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -197907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -197913.390625 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -197913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -197921.687500 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -197921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -197934.250000 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -197934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -197943.281250 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -197943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -197952.546875 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -197952.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -197960.812500 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -197960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -197966.171875 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -197966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -197971.468750 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -197971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -197971.921875 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -197971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -197971.921875 Penalty: 2626.177979
	Iteration 31F: 3 clusters Score -197971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Entering Unmasked Estep 
Score: -1271892.250000 Penalty: 1619.466309
	Iteration 0F: 2 clusters Score -1271892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1257432.375000 Penalty: 3238.932617
	Iteration 0F: 3 clusters Score -1257432 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1262838.500000 Penalty: 3238.932617
	Iteration 1F: 3 clusters Score -1262838 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1263406.500000 Penalty: 3238.932617
	Iteration 2F: 3 clusters Score -1263406 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1264067.375000 Penalty: 3238.932617
	Iteration 3F: 3 clusters Score -1264067 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1264806.250000 Penalty: 3238.932617
	Iteration 4F: 3 clusters Score -1264806 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1265640.125000 Penalty: 3238.932617
	Iteration 5F: 3 clusters Score -1265640 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1266483.375000 Penalty: 3238.932617
	Iteration 6F: 3 clusters Score -1266483 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1267224.625000 Penalty: 3238.932617
	Iteration 7F: 3 clusters Score -1267225 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1267822.625000 Penalty: 3238.932617
	Iteration 8Q: 3 clusters Score -1267823 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1268263.250000 Penalty: 3238.932617
	Iteration 9Q: 3 clusters Score -1268263 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1268615.625000 Penalty: 3238.932617
	Iteration 10Q: 3 clusters Score -1268616 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1268912.875000 Penalty: 3238.932617
	Iteration 11Q: 3 clusters Score -1268913 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1269206.625000 Penalty: 3238.932617
	Iteration 12Q: 3 clusters Score -1269207 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1269507.625000 Penalty: 3238.932617
	Iteration 13Q: 3 clusters Score -1269508 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1269765.250000 Penalty: 3238.932617
	Iteration 14Q: 3 clusters Score -1269765 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1269952.500000 Penalty: 3238.932617
	Iteration 15Q: 3 clusters Score -1269952 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1270087.125000 Penalty: 3238.932617
	Iteration 16Q: 3 clusters Score -1270087 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1270185.750000 Penalty: 3238.932617
	Iteration 17Q: 3 clusters Score -1270186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1270253.125000 Penalty: 3238.932617
	Iteration 18Q: 3 clusters Score -1270253 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1270303.125000 Penalty: 3238.932617
	Iteration 19Q: 3 clusters Score -1270303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1270356.125000 Penalty: 3238.932617
	Iteration 20F: 3 clusters Score -1270356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1270413.125000 Penalty: 3238.932617
	Iteration 21Q: 3 clusters Score -1270413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1270472.250000 Penalty: 3238.932617
	Iteration 22Q: 3 clusters Score -1270472 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1270532.500000 Penalty: 3238.932617
	Iteration 23Q: 3 clusters Score -1270532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1270579.375000 Penalty: 3238.932617
	Iteration 24Q: 3 clusters Score -1270579 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1270620.500000 Penalty: 3238.932617
	Iteration 25Q: 3 clusters Score -1270620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1270652.750000 Penalty: 3238.932617
	Iteration 26Q: 3 clusters Score -1270653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1270690.625000 Penalty: 3238.932617
	Iteration 27Q: 3 clusters Score -1270691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1270710.250000 Penalty: 3238.932617
	Iteration 28Q: 3 clusters Score -1270710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1270723.375000 Penalty: 3238.932617
	Iteration 29Q: 3 clusters Score -1270723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1270736.250000 Penalty: 3238.932617
	Iteration 30Q: 3 clusters Score -1270736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1270747.500000 Penalty: 3238.932617
	Iteration 31Q: 3 clusters Score -1270748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1270757.375000 Penalty: 3238.932617
	Iteration 32Q: 3 clusters Score -1270757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1270768.500000 Penalty: 3238.932617
	Iteration 33Q: 3 clusters Score -1270768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -1270781.250000 Penalty: 3238.932617
	Iteration 34Q: 3 clusters Score -1270781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1270792.000000 Penalty: 3238.932617
	Iteration 35Q: 3 clusters Score -1270792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1270811.000000 Penalty: 3238.932617
	Iteration 36Q: 3 clusters Score -1270811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1270822.375000 Penalty: 3238.932617
	Iteration 37Q: 3 clusters Score -1270822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1270833.125000 Penalty: 3238.932617
	Iteration 38Q: 3 clusters Score -1270833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -1270839.375000 Penalty: 3238.932617
	Iteration 39Q: 3 clusters Score -1270839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1270849.750000 Penalty: 3238.932617
	Iteration 40F: 3 clusters Score -1270850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1270858.000000 Penalty: 3238.932617
	Iteration 41Q: 3 clusters Score -1270858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1270870.250000 Penalty: 3238.932617
	Iteration 42Q: 3 clusters Score -1270870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1270880.500000 Penalty: 3238.932617
	Iteration 43Q: 3 clusters Score -1270880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1270885.000000 Penalty: 3238.932617
	Iteration 44Q: 3 clusters Score -1270885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -1270892.875000 Penalty: 3238.932617
	Iteration 45Q: 3 clusters Score -1270893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1270898.250000 Penalty: 3238.932617
	Iteration 46Q: 3 clusters Score -1270898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1270901.375000 Penalty: 3238.932617
	Iteration 47Q: 3 clusters Score -1270901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1270903.625000 Penalty: 3238.932617
	Iteration 48Q: 3 clusters Score -1270904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1270903.375000 Penalty: 3238.932617
	Iteration 49Q: 3 clusters Score -1270903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1270905.500000 Penalty: 3238.932617
	Iteration 50Q: 3 clusters Score -1270906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1270912.000000 Penalty: 3238.932617
	Iteration 51Q: 3 clusters Score -1270912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1270913.375000 Penalty: 3238.932617
	Iteration 52Q: 3 clusters Score -1270913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1270921.375000 Penalty: 3238.932617
	Iteration 53Q: 3 clusters Score -1270921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1270927.500000 Penalty: 3238.932617
	Iteration 54Q: 3 clusters Score -1270928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1270929.750000 Penalty: 3238.932617
	Iteration 55Q: 3 clusters Score -1270930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1270935.625000 Penalty: 3238.932617
	Iteration 56Q: 3 clusters Score -1270936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1270940.500000 Penalty: 3238.932617
	Iteration 57Q: 3 clusters Score -1270940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1270944.125000 Penalty: 3238.932617
	Iteration 58Q: 3 clusters Score -1270944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1270944.375000 Penalty: 3238.932617
	Iteration 59Q: 3 clusters Score -1270944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1270944.250000 Penalty: 3238.932617
	Iteration 60F: 3 clusters Score -1270944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1270948.875000 Penalty: 3238.932617
	Iteration 61Q: 3 clusters Score -1270949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1270950.750000 Penalty: 3238.932617
	Iteration 62Q: 3 clusters Score -1270951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1270952.125000 Penalty: 3238.932617
	Iteration 63Q: 3 clusters Score -1270952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1270951.500000 Penalty: 3238.932617
	Iteration 64Q: 3 clusters Score -1270952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1270954.625000 Penalty: 3238.932617
	Iteration 65Q: 3 clusters Score -1270955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1270956.625000 Penalty: 3238.932617
	Iteration 66Q: 3 clusters Score -1270957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1270957.375000 Penalty: 3238.932617
	Iteration 67Q: 3 clusters Score -1270957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1270957.375000 Penalty: 3238.932617
	Iteration 68Q: 3 clusters Score -1270957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1270957.375000 Penalty: 3238.932617
	Iteration 69F: 3 clusters Score -1270957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -63212.578125 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -63212.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61674.031250 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -61674.03 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61908.824219 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -61908.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61972.281250 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -61972.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62012.816406 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -62012.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62047.023438 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -62047.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62070.507812 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -62070.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62084.343750 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -62084.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62097.625000 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -62097.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62106.445312 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -62106.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -62112.734375 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -62112.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62122.011719 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -62122.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62124.464844 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -62124.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62127.316406 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -62127.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62129.597656 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -62129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62130.847656 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -62130.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62131.855469 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -62131.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62131.855469 Penalty: 2280.106445
	Iteration 16F: 3 clusters Score -62131.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -615641.250000 Penalty: 1502.427490
	Iteration 0F: 2 clusters Score -615641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -608218.875000 Penalty: 3004.854980
	Iteration 0F: 3 clusters Score -608218.9 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -610673.625000 Penalty: 3004.854980
	Iteration 1F: 3 clusters Score -610673.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -611048.250000 Penalty: 3004.854980
	Iteration 2F: 3 clusters Score -611048.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -611446.437500 Penalty: 3004.854980
	Iteration 3F: 3 clusters Score -611446.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -611879.750000 Penalty: 3004.854980
	Iteration 4F: 3 clusters Score -611879.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -612365.937500 Penalty: 3004.854980
	Iteration 5F: 3 clusters Score -612365.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -612828.687500 Penalty: 3004.854980
	Iteration 6F: 3 clusters Score -612828.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -613238.062500 Penalty: 3004.854980
	Iteration 7F: 3 clusters Score -613238.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -613564.812500 Penalty: 3004.854980
	Iteration 8Q: 3 clusters Score -613564.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -613816.750000 Penalty: 3004.854980
	Iteration 9Q: 3 clusters Score -613816.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -614016.000000 Penalty: 3004.854980
	Iteration 10Q: 3 clusters Score -614016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -614166.125000 Penalty: 3004.854980
	Iteration 11Q: 3 clusters Score -614166.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -614292.125000 Penalty: 3004.854980
	Iteration 12Q: 3 clusters Score -614292.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -614404.750000 Penalty: 3004.854980
	Iteration 13Q: 3 clusters Score -614404.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -614518.000000 Penalty: 3004.854980
	Iteration 14Q: 3 clusters Score -614518 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -614629.375000 Penalty: 3004.854980
	Iteration 15Q: 3 clusters Score -614629.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -614735.250000 Penalty: 3004.854980
	Iteration 16Q: 3 clusters Score -614735.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -614823.312500 Penalty: 3004.854980
	Iteration 17Q: 3 clusters Score -614823.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -614870.687500 Penalty: 3004.854980
	Iteration 18Q: 3 clusters Score -614870.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -614896.250000 Penalty: 3004.854980
	Iteration 19Q: 3 clusters Score -614896.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -614911.312500 Penalty: 3004.854980
	Iteration 20F: 3 clusters Score -614911.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -614922.437500 Penalty: 3004.854980
	Iteration 21Q: 3 clusters Score -614922.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -614929.125000 Penalty: 3004.854980
	Iteration 22Q: 3 clusters Score -614929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -614935.125000 Penalty: 3004.854980
	Iteration 23Q: 3 clusters Score -614935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -614936.687500 Penalty: 3004.854980
	Iteration 24Q: 3 clusters Score -614936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -614940.062500 Penalty: 3004.854980
	Iteration 25Q: 3 clusters Score -614940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -614941.125000 Penalty: 3004.854980
	Iteration 26Q: 3 clusters Score -614941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -614941.375000 Penalty: 3004.854980
	Iteration 27Q: 3 clusters Score -614941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -614941.375000 Penalty: 3004.854980
	Iteration 28F: 3 clusters Score -614941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -206113.468750 Penalty: 1353.334106
	Iteration 0F: 2 clusters Score -206113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -202640.312500 Penalty: 2706.668213
	Iteration 0F: 3 clusters Score -202640.3 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -203690.140625 Penalty: 2706.668213
	Iteration 1F: 3 clusters Score -203690.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -203932.828125 Penalty: 2706.668213
	Iteration 2F: 3 clusters Score -203932.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -204122.593750 Penalty: 2706.668213
	Iteration 3F: 3 clusters Score -204122.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -204302.593750 Penalty: 2706.668213
	Iteration 4F: 3 clusters Score -204302.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -204497.109375 Penalty: 2706.668213
	Iteration 5F: 3 clusters Score -204497.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -204679.875000 Penalty: 2706.668213
	Iteration 6F: 3 clusters Score -204679.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -204809.015625 Penalty: 2706.668213
	Iteration 7Q: 3 clusters Score -204809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -204921.781250 Penalty: 2706.668213
	Iteration 8Q: 3 clusters Score -204921.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -204991.281250 Penalty: 2706.668213
	Iteration 9Q: 3 clusters Score -204991.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -205030.296875 Penalty: 2706.668213
	Iteration 10Q: 3 clusters Score -205030.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -205061.000000 Penalty: 2706.668213
	Iteration 11Q: 3 clusters Score -205061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -205085.531250 Penalty: 2706.668213
	Iteration 12Q: 3 clusters Score -205085.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -205106.421875 Penalty: 2706.668213
	Iteration 13Q: 3 clusters Score -205106.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -205123.359375 Penalty: 2706.668213
	Iteration 14Q: 3 clusters Score -205123.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -205139.828125 Penalty: 2706.668213
	Iteration 15Q: 3 clusters Score -205139.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -205152.375000 Penalty: 2706.668213
	Iteration 16Q: 3 clusters Score -205152.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -205164.359375 Penalty: 2706.668213
	Iteration 17Q: 3 clusters Score -205164.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -205179.578125 Penalty: 2706.668213
	Iteration 18Q: 3 clusters Score -205179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -205192.468750 Penalty: 2706.668213
	Iteration 19Q: 3 clusters Score -205192.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -205205.171875 Penalty: 2706.668213
	Iteration 20F: 3 clusters Score -205205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -205219.015625 Penalty: 2706.668213
	Iteration 21Q: 3 clusters Score -205219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -205228.390625 Penalty: 2706.668213
	Iteration 22Q: 3 clusters Score -205228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -205235.625000 Penalty: 2706.668213
	Iteration 23Q: 3 clusters Score -205235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -205240.171875 Penalty: 2706.668213
	Iteration 24Q: 3 clusters Score -205240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -205244.281250 Penalty: 2706.668213
	Iteration 25Q: 3 clusters Score -205244.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -205247.718750 Penalty: 2706.668213
	Iteration 26Q: 3 clusters Score -205247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -205251.593750 Penalty: 2706.668213
	Iteration 27Q: 3 clusters Score -205251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -205253.953125 Penalty: 2706.668213
	Iteration 28Q: 3 clusters Score -205254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -205257.562500 Penalty: 2706.668213
	Iteration 29Q: 3 clusters Score -205257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -205259.468750 Penalty: 2706.668213
	Iteration 30Q: 3 clusters Score -205259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -205261.203125 Penalty: 2706.668213
	Iteration 31Q: 3 clusters Score -205261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -205262.359375 Penalty: 2706.668213
	Iteration 32Q: 3 clusters Score -205262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -205263.468750 Penalty: 2706.668213
	Iteration 33Q: 3 clusters Score -205263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -205264.500000 Penalty: 2706.668213
	Iteration 34Q: 3 clusters Score -205264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -205264.812500 Penalty: 2706.668213
	Iteration 35Q: 3 clusters Score -205264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -205264.953125 Penalty: 2706.668213
	Iteration 36Q: 3 clusters Score -205265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -205265.078125 Penalty: 2706.668213
	Iteration 37Q: 3 clusters Score -205265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -205265.359375 Penalty: 2706.668213
	Iteration 38Q: 3 clusters Score -205265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -205265.359375 Penalty: 2706.668213
	Iteration 39F: 3 clusters Score -205265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Entering Unmasked Estep 
Score: -505961.687500 Penalty: 1473.900635
	Iteration 0F: 2 clusters Score -505961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -499597.937500 Penalty: 2947.801270
	Iteration 0F: 3 clusters Score -499597.9 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -501697.656250 Penalty: 2947.801270
	Iteration 1F: 3 clusters Score -501697.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -502054.062500 Penalty: 2947.801270
	Iteration 2F: 3 clusters Score -502054.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -502424.781250 Penalty: 2947.801270
	Iteration 3F: 3 clusters Score -502424.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -502777.625000 Penalty: 2947.801270
	Iteration 4F: 3 clusters Score -502777.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -503128.531250 Penalty: 2947.801270
	Iteration 5F: 3 clusters Score -503128.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -503497.000000 Penalty: 2947.801270
	Iteration 6F: 3 clusters Score -503497 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -503889.906250 Penalty: 2947.801270
	Iteration 7F: 3 clusters Score -503889.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -504303.062500 Penalty: 2947.801270
	Iteration 8F: 3 clusters Score -504303.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -504590.125000 Penalty: 2947.801270
	Iteration 9Q: 3 clusters Score -504590.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -504788.468750 Penalty: 2947.801270
	Iteration 10Q: 3 clusters Score -504788.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -504895.375000 Penalty: 2947.801270
	Iteration 11Q: 3 clusters Score -504895.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -504949.156250 Penalty: 2947.801270
	Iteration 12Q: 3 clusters Score -504949.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -504973.812500 Penalty: 2947.801270
	Iteration 13Q: 3 clusters Score -504973.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -504985.812500 Penalty: 2947.801270
	Iteration 14Q: 3 clusters Score -504985.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -504990.531250 Penalty: 2947.801270
	Iteration 15Q: 3 clusters Score -504990.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -504994.812500 Penalty: 2947.801270
	Iteration 16Q: 3 clusters Score -504994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -504996.656250 Penalty: 2947.801270
	Iteration 17Q: 3 clusters Score -504996.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -504997.218750 Penalty: 2947.801270
	Iteration 18Q: 3 clusters Score -504997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -504998.093750 Penalty: 2947.801270
	Iteration 19Q: 3 clusters Score -504998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -504998.937500 Penalty: 2947.801270
	Iteration 20F: 3 clusters Score -504998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -504999.531250 Penalty: 2947.801270
	Iteration 21Q: 3 clusters Score -504999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -504999.937500 Penalty: 2947.801270
	Iteration 22Q: 3 clusters Score -504999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -505001.468750 Penalty: 2947.801270
	Iteration 23Q: 3 clusters Score -505001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -505000.843750 Penalty: 2947.801270
	Iteration 24Q: 3 clusters Score -505000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -505001.000000 Penalty: 2947.801270
	Iteration 25Q: 3 clusters Score -505001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -505000.906250 Penalty: 2947.801270
	Iteration 26Q: 3 clusters Score -505000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -505000.906250 Penalty: 2947.801270
	Iteration 27F: 3 clusters Score -505000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Entering Unmasked Estep 
Score: -794224.437500 Penalty: 1555.900879
	Iteration 0F: 2 clusters Score -794224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -784271.250000 Penalty: 3111.801758
	Iteration 0F: 3 clusters Score -784271.2 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -787865.250000 Penalty: 3111.801758
	Iteration 1F: 3 clusters Score -787865.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -788375.375000 Penalty: 3111.801758
	Iteration 2F: 3 clusters Score -788375.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -788855.812500 Penalty: 3111.801758
	Iteration 3F: 3 clusters Score -788855.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -789370.750000 Penalty: 3111.801758
	Iteration 4F: 3 clusters Score -789370.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -789950.937500 Penalty: 3111.801758
	Iteration 5F: 3 clusters Score -789950.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -790599.875000 Penalty: 3111.801758
	Iteration 6F: 3 clusters Score -790599.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -791273.187500 Penalty: 3111.801758
	Iteration 7F: 3 clusters Score -791273.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -791886.125000 Penalty: 3111.801758
	Iteration 8Q: 3 clusters Score -791886.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -792367.875000 Penalty: 3111.801758
	Iteration 9Q: 3 clusters Score -792367.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -792690.187500 Penalty: 3111.801758
	Iteration 10Q: 3 clusters Score -792690.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -792898.187500 Penalty: 3111.801758
	Iteration 11Q: 3 clusters Score -792898.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -793055.875000 Penalty: 3111.801758
	Iteration 12Q: 3 clusters Score -793055.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -793184.312500 Penalty: 3111.801758
	Iteration 13Q: 3 clusters Score -793184.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -793296.312500 Penalty: 3111.801758
	Iteration 14Q: 3 clusters Score -793296.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -793377.125000 Penalty: 3111.801758
	Iteration 15Q: 3 clusters Score -793377.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -793434.375000 Penalty: 3111.801758
	Iteration 16Q: 3 clusters Score -793434.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -793484.750000 Penalty: 3111.801758
	Iteration 17Q: 3 clusters Score -793484.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -793517.500000 Penalty: 3111.801758
	Iteration 18Q: 3 clusters Score -793517.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -793542.687500 Penalty: 3111.801758
	Iteration 19Q: 3 clusters Score -793542.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -793573.000000 Penalty: 3111.801758
	Iteration 20F: 3 clusters Score -793573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -793587.312500 Penalty: 3111.801758
	Iteration 21Q: 3 clusters Score -793587.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -793599.750000 Penalty: 3111.801758
	Iteration 22Q: 3 clusters Score -793599.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -793611.812500 Penalty: 3111.801758
	Iteration 23Q: 3 clusters Score -793611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -793617.000000 Penalty: 3111.801758
	Iteration 24Q: 3 clusters Score -793617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -793619.562500 Penalty: 3111.801758
	Iteration 25Q: 3 clusters Score -793619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -793620.625000 Penalty: 3111.801758
	Iteration 26Q: 3 clusters Score -793620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -793622.312500 Penalty: 3111.801758
	Iteration 27Q: 3 clusters Score -793622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -793620.687500 Penalty: 3111.801758
	Iteration 28Q: 3 clusters Score -793620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -793622.812500 Penalty: 3111.801758
	Iteration 29Q: 3 clusters Score -793622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -793623.250000 Penalty: 3111.801758
	Iteration 30Q: 3 clusters Score -793623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -793625.937500 Penalty: 3111.801758
	Iteration 31Q: 3 clusters Score -793625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -793626.125000 Penalty: 3111.801758
	Iteration 32Q: 3 clusters Score -793626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -793629.312500 Penalty: 3111.801758
	Iteration 33Q: 3 clusters Score -793629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -793629.312500 Penalty: 3111.801758
	Iteration 34Q: 3 clusters Score -793629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -793632.937500 Penalty: 3111.801758
	Iteration 35Q: 3 clusters Score -793632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -793634.937500 Penalty: 3111.801758
	Iteration 36Q: 3 clusters Score -793634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -793637.562500 Penalty: 3111.801758
	Iteration 37Q: 3 clusters Score -793637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -793642.937500 Penalty: 3111.801758
	Iteration 38Q: 3 clusters Score -793642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -793644.562500 Penalty: 3111.801758
	Iteration 39Q: 3 clusters Score -793644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -793645.375000 Penalty: 3111.801758
	Iteration 40F: 3 clusters Score -793645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -793647.625000 Penalty: 3111.801758
	Iteration 41Q: 3 clusters Score -793647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -793649.437500 Penalty: 3111.801758
	Iteration 42Q: 3 clusters Score -793649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -793650.250000 Penalty: 3111.801758
	Iteration 43Q: 3 clusters Score -793650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -793653.875000 Penalty: 3111.801758
	Iteration 44Q: 3 clusters Score -793653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -793656.750000 Penalty: 3111.801758
	Iteration 45Q: 3 clusters Score -793656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -793657.562500 Penalty: 3111.801758
	Iteration 46Q: 3 clusters Score -793657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -793657.625000 Penalty: 3111.801758
	Iteration 47Q: 3 clusters Score -793657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -793657.875000 Penalty: 3111.801758
	Iteration 48Q: 3 clusters Score -793657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -793657.250000 Penalty: 3111.801758
	Iteration 49Q: 3 clusters Score -793657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -793655.000000 Penalty: 3111.801758
	Iteration 50Q: 3 clusters Score -793655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -793658.937500 Penalty: 3111.801758
	Iteration 51Q: 3 clusters Score -793658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -793658.187500 Penalty: 3111.801758
	Iteration 52Q: 3 clusters Score -793658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -793659.000000 Penalty: 3111.801758
	Iteration 53Q: 3 clusters Score -793659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -793658.687500 Penalty: 3111.801758
	Iteration 54Q: 3 clusters Score -793658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -793657.937500 Penalty: 3111.801758
	Iteration 55Q: 3 clusters Score -793657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -793659.250000 Penalty: 3111.801758
	Iteration 56Q: 3 clusters Score -793659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -793658.812500 Penalty: 3111.801758
	Iteration 57Q: 3 clusters Score -793658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -793658.812500 Penalty: 3111.801758
	Iteration 58F: 3 clusters Score -793658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -231510.812500 Penalty: 1358.321411
	Iteration 0F: 2 clusters Score -231510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -228013.265625 Penalty: 2716.642822
	Iteration 0F: 3 clusters Score -228013.3 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -228942.156250 Penalty: 2716.642822
	Iteration 1F: 3 clusters Score -228942.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -229102.843750 Penalty: 2716.642822
	Iteration 2F: 3 clusters Score -229102.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -229204.015625 Penalty: 2716.642822
	Iteration 3Q: 3 clusters Score -229204 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -229280.390625 Penalty: 2716.642822
	Iteration 4Q: 3 clusters Score -229280.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -229325.187500 Penalty: 2716.642822
	Iteration 5Q: 3 clusters Score -229325.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -229367.343750 Penalty: 2716.642822
	Iteration 6Q: 3 clusters Score -229367.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -229400.484375 Penalty: 2716.642822
	Iteration 7Q: 3 clusters Score -229400.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -229427.484375 Penalty: 2716.642822
	Iteration 8Q: 3 clusters Score -229427.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -229449.500000 Penalty: 2716.642822
	Iteration 9Q: 3 clusters Score -229449.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -229468.656250 Penalty: 2716.642822
	Iteration 10Q: 3 clusters Score -229468.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -229486.062500 Penalty: 2716.642822
	Iteration 11Q: 3 clusters Score -229486.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -229505.000000 Penalty: 2716.642822
	Iteration 12Q: 3 clusters Score -229505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -229521.203125 Penalty: 2716.642822
	Iteration 13Q: 3 clusters Score -229521.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -229540.765625 Penalty: 2716.642822
	Iteration 14Q: 3 clusters Score -229540.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -229556.531250 Penalty: 2716.642822
	Iteration 15Q: 3 clusters Score -229556.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -229571.968750 Penalty: 2716.642822
	Iteration 16Q: 3 clusters Score -229572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -229584.625000 Penalty: 2716.642822
	Iteration 17Q: 3 clusters Score -229584.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -229598.968750 Penalty: 2716.642822
	Iteration 18Q: 3 clusters Score -229599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -229611.250000 Penalty: 2716.642822
	Iteration 19Q: 3 clusters Score -229611.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -229630.796875 Penalty: 2716.642822
	Iteration 20F: 3 clusters Score -229630.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -229651.046875 Penalty: 2716.642822
	Iteration 21Q: 3 clusters Score -229651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -229668.968750 Penalty: 2716.642822
	Iteration 22Q: 3 clusters Score -229669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -229690.453125 Penalty: 2716.642822
	Iteration 23Q: 3 clusters Score -229690.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -229718.671875 Penalty: 2716.642822
	Iteration 24Q: 3 clusters Score -229718.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -229750.093750 Penalty: 2716.642822
	Iteration 25Q: 3 clusters Score -229750.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -229785.171875 Penalty: 2716.642822
	Iteration 26Q: 3 clusters Score -229785.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -229829.421875 Penalty: 2716.642822
	Iteration 27Q: 3 clusters Score -229829.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -229866.312500 Penalty: 2716.642822
	Iteration 28Q: 3 clusters Score -229866.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -229903.875000 Penalty: 2716.642822
	Iteration 29Q: 3 clusters Score -229903.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -229934.546875 Penalty: 2716.642822
	Iteration 30Q: 3 clusters Score -229934.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -229973.828125 Penalty: 2716.642822
	Iteration 31Q: 3 clusters Score -229973.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -230021.875000 Penalty: 2716.642822
	Iteration 32Q: 3 clusters Score -230021.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -230060.437500 Penalty: 2716.642822
	Iteration 33Q: 3 clusters Score -230060.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -230089.828125 Penalty: 2716.642822
	Iteration 34Q: 3 clusters Score -230089.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -230122.500000 Penalty: 2716.642822
	Iteration 35Q: 3 clusters Score -230122.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -230151.421875 Penalty: 2716.642822
	Iteration 36Q: 3 clusters Score -230151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -230171.281250 Penalty: 2716.642822
	Iteration 37Q: 3 clusters Score -230171.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -230196.437500 Penalty: 2716.642822
	Iteration 38Q: 3 clusters Score -230196.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -230218.625000 Penalty: 2716.642822
	Iteration 39Q: 3 clusters Score -230218.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -230234.546875 Penalty: 2716.642822
	Iteration 40F: 3 clusters Score -230234.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -230248.812500 Penalty: 2716.642822
	Iteration 41Q: 3 clusters Score -230248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -230260.546875 Penalty: 2716.642822
	Iteration 42Q: 3 clusters Score -230260.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -230274.671875 Penalty: 2716.642822
	Iteration 43Q: 3 clusters Score -230274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -230287.093750 Penalty: 2716.642822
	Iteration 44Q: 3 clusters Score -230287.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -230297.171875 Penalty: 2716.642822
	Iteration 45Q: 3 clusters Score -230297.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -230303.140625 Penalty: 2716.642822
	Iteration 46Q: 3 clusters Score -230303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -230307.593750 Penalty: 2716.642822
	Iteration 47Q: 3 clusters Score -230307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -230311.453125 Penalty: 2716.642822
	Iteration 48Q: 3 clusters Score -230311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -230316.593750 Penalty: 2716.642822
	Iteration 49Q: 3 clusters Score -230316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -230325.218750 Penalty: 2716.642822
	Iteration 50Q: 3 clusters Score -230325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -230333.265625 Penalty: 2716.642822
	Iteration 51Q: 3 clusters Score -230333.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -230340.156250 Penalty: 2716.642822
	Iteration 52Q: 3 clusters Score -230340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -230348.328125 Penalty: 2716.642822
	Iteration 53Q: 3 clusters Score -230348.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -230358.937500 Penalty: 2716.642822
	Iteration 54Q: 3 clusters Score -230358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -230365.484375 Penalty: 2716.642822
	Iteration 55Q: 3 clusters Score -230365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -230370.375000 Penalty: 2716.642822
	Iteration 56Q: 3 clusters Score -230370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -230375.843750 Penalty: 2716.642822
	Iteration 57Q: 3 clusters Score -230375.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -230381.562500 Penalty: 2716.642822
	Iteration 58Q: 3 clusters Score -230381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -230387.312500 Penalty: 2716.642822
	Iteration 59Q: 3 clusters Score -230387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -230395.359375 Penalty: 2716.642822
	Iteration 60F: 3 clusters Score -230395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -230403.421875 Penalty: 2716.642822
	Iteration 61Q: 3 clusters Score -230403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -230409.078125 Penalty: 2716.642822
	Iteration 62Q: 3 clusters Score -230409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -230412.625000 Penalty: 2716.642822
	Iteration 63Q: 3 clusters Score -230412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -230414.375000 Penalty: 2716.642822
	Iteration 64Q: 3 clusters Score -230414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -230416.015625 Penalty: 2716.642822
	Iteration 65Q: 3 clusters Score -230416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -230416.125000 Penalty: 2716.642822
	Iteration 66Q: 3 clusters Score -230416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -230416.937500 Penalty: 2716.642822
	Iteration 67Q: 3 clusters Score -230416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -230416.937500 Penalty: 2716.642822
	Iteration 68F: 3 clusters Score -230416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -309140.875000 Penalty: 1394.429810
	Iteration 0F: 2 clusters Score -309140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -304964.000000 Penalty: 2788.859619
	Iteration 0F: 3 clusters Score -304964 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -306181.687500 Penalty: 2788.859619
	Iteration 1F: 3 clusters Score -306181.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -306446.781250 Penalty: 2788.859619
	Iteration 2F: 3 clusters Score -306446.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -306679.906250 Penalty: 2788.859619
	Iteration 3F: 3 clusters Score -306679.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -306880.187500 Penalty: 2788.859619
	Iteration 4F: 3 clusters Score -306880.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -307059.562500 Penalty: 2788.859619
	Iteration 5F: 3 clusters Score -307059.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -307207.468750 Penalty: 2788.859619
	Iteration 6Q: 3 clusters Score -307207.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -307338.125000 Penalty: 2788.859619
	Iteration 7Q: 3 clusters Score -307338.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -307480.218750 Penalty: 2788.859619
	Iteration 8Q: 3 clusters Score -307480.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307594.718750 Penalty: 2788.859619
	Iteration 9Q: 3 clusters Score -307594.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -307701.750000 Penalty: 2788.859619
	Iteration 10Q: 3 clusters Score -307701.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -307789.156250 Penalty: 2788.859619
	Iteration 11Q: 3 clusters Score -307789.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -307872.937500 Penalty: 2788.859619
	Iteration 12Q: 3 clusters Score -307872.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -307938.750000 Penalty: 2788.859619
	Iteration 13Q: 3 clusters Score -307938.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -307983.343750 Penalty: 2788.859619
	Iteration 14Q: 3 clusters Score -307983.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -308024.875000 Penalty: 2788.859619
	Iteration 15Q: 3 clusters Score -308024.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -308054.906250 Penalty: 2788.859619
	Iteration 16Q: 3 clusters Score -308054.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -308073.656250 Penalty: 2788.859619
	Iteration 17Q: 3 clusters Score -308073.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -308084.875000 Penalty: 2788.859619
	Iteration 18Q: 3 clusters Score -308084.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -308096.531250 Penalty: 2788.859619
	Iteration 19Q: 3 clusters Score -308096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -308104.750000 Penalty: 2788.859619
	Iteration 20F: 3 clusters Score -308104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -308112.656250 Penalty: 2788.859619
	Iteration 21Q: 3 clusters Score -308112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -308119.500000 Penalty: 2788.859619
	Iteration 22Q: 3 clusters Score -308119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -308124.781250 Penalty: 2788.859619
	Iteration 23Q: 3 clusters Score -308124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -308130.593750 Penalty: 2788.859619
	Iteration 24Q: 3 clusters Score -308130.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -308138.031250 Penalty: 2788.859619
	Iteration 25Q: 3 clusters Score -308138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -308143.281250 Penalty: 2788.859619
	Iteration 26Q: 3 clusters Score -308143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -308149.656250 Penalty: 2788.859619
	Iteration 27Q: 3 clusters Score -308149.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -308159.875000 Penalty: 2788.859619
	Iteration 28Q: 3 clusters Score -308159.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -308168.031250 Penalty: 2788.859619
	Iteration 29Q: 3 clusters Score -308168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -308172.718750 Penalty: 2788.859619
	Iteration 30Q: 3 clusters Score -308172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -308175.093750 Penalty: 2788.859619
	Iteration 31Q: 3 clusters Score -308175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -308176.437500 Penalty: 2788.859619
	Iteration 32Q: 3 clusters Score -308176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -308177.937500 Penalty: 2788.859619
	Iteration 33Q: 3 clusters Score -308177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -308178.843750 Penalty: 2788.859619
	Iteration 34Q: 3 clusters Score -308178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -308178.843750 Penalty: 2788.859619
	Iteration 35F: 3 clusters Score -308178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -215920.078125 Penalty: 1329.711304
	Iteration 0F: 2 clusters Score -215920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -212777.890625 Penalty: 2659.422607
	Iteration 0F: 3 clusters Score -212777.9 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -213550.687500 Penalty: 2659.422607
	Iteration 1F: 3 clusters Score -213550.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -213702.031250 Penalty: 2659.422607
	Iteration 2F: 3 clusters Score -213702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -213799.062500 Penalty: 2659.422607
	Iteration 3F: 3 clusters Score -213799.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -213871.406250 Penalty: 2659.422607
	Iteration 4Q: 3 clusters Score -213871.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -213937.390625 Penalty: 2659.422607
	Iteration 5Q: 3 clusters Score -213937.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -214002.625000 Penalty: 2659.422607
	Iteration 6Q: 3 clusters Score -214002.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -214049.906250 Penalty: 2659.422607
	Iteration 7Q: 3 clusters Score -214049.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -214085.500000 Penalty: 2659.422607
	Iteration 8Q: 3 clusters Score -214085.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -214122.687500 Penalty: 2659.422607
	Iteration 9Q: 3 clusters Score -214122.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214158.812500 Penalty: 2659.422607
	Iteration 10Q: 3 clusters Score -214158.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -214197.890625 Penalty: 2659.422607
	Iteration 11Q: 3 clusters Score -214197.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -214249.296875 Penalty: 2659.422607
	Iteration 12Q: 3 clusters Score -214249.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -214302.328125 Penalty: 2659.422607
	Iteration 13Q: 3 clusters Score -214302.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -214347.093750 Penalty: 2659.422607
	Iteration 14Q: 3 clusters Score -214347.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214390.171875 Penalty: 2659.422607
	Iteration 15Q: 3 clusters Score -214390.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -214433.328125 Penalty: 2659.422607
	Iteration 16Q: 3 clusters Score -214433.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -214474.968750 Penalty: 2659.422607
	Iteration 17Q: 3 clusters Score -214475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -214514.671875 Penalty: 2659.422607
	Iteration 18Q: 3 clusters Score -214514.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -214546.906250 Penalty: 2659.422607
	Iteration 19Q: 3 clusters Score -214546.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -214584.703125 Penalty: 2659.422607
	Iteration 20F: 3 clusters Score -214584.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214625.953125 Penalty: 2659.422607
	Iteration 21Q: 3 clusters Score -214626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -214656.984375 Penalty: 2659.422607
	Iteration 22Q: 3 clusters Score -214657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -214690.890625 Penalty: 2659.422607
	Iteration 23Q: 3 clusters Score -214690.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -214716.000000 Penalty: 2659.422607
	Iteration 24Q: 3 clusters Score -214716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214733.687500 Penalty: 2659.422607
	Iteration 25Q: 3 clusters Score -214733.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -214761.390625 Penalty: 2659.422607
	Iteration 26Q: 3 clusters Score -214761.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -214783.718750 Penalty: 2659.422607
	Iteration 27Q: 3 clusters Score -214783.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -214794.968750 Penalty: 2659.422607
	Iteration 28Q: 3 clusters Score -214795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -214804.015625 Penalty: 2659.422607
	Iteration 29Q: 3 clusters Score -214804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -214808.140625 Penalty: 2659.422607
	Iteration 30Q: 3 clusters Score -214808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -214814.890625 Penalty: 2659.422607
	Iteration 31Q: 3 clusters Score -214814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -214820.171875 Penalty: 2659.422607
	Iteration 32Q: 3 clusters Score -214820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -214823.203125 Penalty: 2659.422607
	Iteration 33Q: 3 clusters Score -214823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -214826.296875 Penalty: 2659.422607
	Iteration 34Q: 3 clusters Score -214826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -214828.343750 Penalty: 2659.422607
	Iteration 35Q: 3 clusters Score -214828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -214829.250000 Penalty: 2659.422607
	Iteration 36Q: 3 clusters Score -214829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -214829.250000 Penalty: 2659.422607
	Iteration 37F: 3 clusters Score -214829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Entering Unmasked Estep 
Score: -3925683.500000 Penalty: 1807.612915
	Iteration 0F: 2 clusters Score -3925684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3880252.000000 Penalty: 3615.225830
	Iteration 0F: 3 clusters Score -3880252 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -3898942.750000 Penalty: 3615.225830
	Iteration 1F: 3 clusters Score -3898943 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -3899760.500000 Penalty: 3615.225830
	Iteration 2Q: 3 clusters Score -3899760 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3900752.250000 Penalty: 3615.225830
	Iteration 3Q: 3 clusters Score -3900752 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3901916.250000 Penalty: 3615.225830
	Iteration 4Q: 3 clusters Score -3901916 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3903287.250000 Penalty: 3615.225830
	Iteration 5Q: 3 clusters Score -3903287 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -3904742.750000 Penalty: 3615.225830
	Iteration 6Q: 3 clusters Score -3904743 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -3906233.000000 Penalty: 3615.225830
	Iteration 7Q: 3 clusters Score -3906233 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -3907666.500000 Penalty: 3615.225830
	Iteration 8Q: 3 clusters Score -3907666 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3908966.500000 Penalty: 3615.225830
	Iteration 9Q: 3 clusters Score -3908966 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3910081.750000 Penalty: 3615.225830
	Iteration 10Q: 3 clusters Score -3910082 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3911104.000000 Penalty: 3615.225830
	Iteration 11Q: 3 clusters Score -3911104 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3911874.750000 Penalty: 3615.225830
	Iteration 12Q: 3 clusters Score -3911875 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3912507.500000 Penalty: 3615.225830
	Iteration 13Q: 3 clusters Score -3912508 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3913144.250000 Penalty: 3615.225830
	Iteration 14Q: 3 clusters Score -3913144 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3913537.250000 Penalty: 3615.225830
	Iteration 15Q: 3 clusters Score -3913537 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3913778.250000 Penalty: 3615.225830
	Iteration 16Q: 3 clusters Score -3913778 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3913932.750000 Penalty: 3615.225830
	Iteration 17Q: 3 clusters Score -3913933 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3914020.250000 Penalty: 3615.225830
	Iteration 18Q: 3 clusters Score -3914020 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3914107.750000 Penalty: 3615.225830
	Iteration 19Q: 3 clusters Score -3914108 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3914171.500000 Penalty: 3615.225830
	Iteration 20F: 3 clusters Score -3914172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3914250.500000 Penalty: 3615.225830
	Iteration 21Q: 3 clusters Score -3914250 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3914319.500000 Penalty: 3615.225830
	Iteration 22Q: 3 clusters Score -3914320 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3914434.750000 Penalty: 3615.225830
	Iteration 23Q: 3 clusters Score -3914435 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3914496.500000 Penalty: 3615.225830
	Iteration 24Q: 3 clusters Score -3914496 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3914602.000000 Penalty: 3615.225830
	Iteration 25Q: 3 clusters Score -3914602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3914723.250000 Penalty: 3615.225830
	Iteration 26Q: 3 clusters Score -3914723 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3914810.250000 Penalty: 3615.225830
	Iteration 27Q: 3 clusters Score -3914810 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3914902.750000 Penalty: 3615.225830
	Iteration 28Q: 3 clusters Score -3914903 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3915063.500000 Penalty: 3615.225830
	Iteration 29Q: 3 clusters Score -3915064 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3915228.250000 Penalty: 3615.225830
	Iteration 30Q: 3 clusters Score -3915228 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3915435.250000 Penalty: 3615.225830
	Iteration 31Q: 3 clusters Score -3915435 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3915627.250000 Penalty: 3615.225830
	Iteration 32Q: 3 clusters Score -3915627 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3915899.500000 Penalty: 3615.225830
	Iteration 33Q: 3 clusters Score -3915900 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3916159.500000 Penalty: 3615.225830
	Iteration 34Q: 3 clusters Score -3916160 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3916464.750000 Penalty: 3615.225830
	Iteration 35Q: 3 clusters Score -3916465 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3916857.250000 Penalty: 3615.225830
	Iteration 36Q: 3 clusters Score -3916857 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3917216.250000 Penalty: 3615.225830
	Iteration 37Q: 3 clusters Score -3917216 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3917656.250000 Penalty: 3615.225830
	Iteration 38Q: 3 clusters Score -3917656 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3918032.250000 Penalty: 3615.225830
	Iteration 39Q: 3 clusters Score -3918032 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3918519.000000 Penalty: 3615.225830
	Iteration 40F: 3 clusters Score -3918519 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3919074.500000 Penalty: 3615.225830
	Iteration 41Q: 3 clusters Score -3919074 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3919658.250000 Penalty: 3615.225830
	Iteration 42Q: 3 clusters Score -3919658 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3920324.000000 Penalty: 3615.225830
	Iteration 43Q: 3 clusters Score -3920324 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3920999.750000 Penalty: 3615.225830
	Iteration 44Q: 3 clusters Score -3921000 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3921688.000000 Penalty: 3615.225830
	Iteration 45Q: 3 clusters Score -3921688 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3922327.500000 Penalty: 3615.225830
	Iteration 46Q: 3 clusters Score -3922328 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3922889.750000 Penalty: 3615.225830
	Iteration 47Q: 3 clusters Score -3922890 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3923284.250000 Penalty: 3615.225830
	Iteration 48Q: 3 clusters Score -3923284 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3923556.000000 Penalty: 3615.225830
	Iteration 49Q: 3 clusters Score -3923556 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3923706.000000 Penalty: 3615.225830
	Iteration 50Q: 3 clusters Score -3923706 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3923820.000000 Penalty: 3615.225830
	Iteration 51Q: 3 clusters Score -3923820 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3923910.750000 Penalty: 3615.225830
	Iteration 52Q: 3 clusters Score -3923911 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3923936.250000 Penalty: 3615.225830
	Iteration 53Q: 3 clusters Score -3923936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3923971.250000 Penalty: 3615.225830
	Iteration 54Q: 3 clusters Score -3923971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3924016.750000 Penalty: 3615.225830
	Iteration 55Q: 3 clusters Score -3924017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3924075.500000 Penalty: 3615.225830
	Iteration 56Q: 3 clusters Score -3924076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3924088.000000 Penalty: 3615.225830
	Iteration 57Q: 3 clusters Score -3924088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3924115.250000 Penalty: 3615.225830
	Iteration 58Q: 3 clusters Score -3924115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3924121.750000 Penalty: 3615.225830
	Iteration 59Q: 3 clusters Score -3924122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3924148.000000 Penalty: 3615.225830
	Iteration 60F: 3 clusters Score -3924148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3924157.750000 Penalty: 3615.225830
	Iteration 61Q: 3 clusters Score -3924158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3924165.250000 Penalty: 3615.225830
	Iteration 62Q: 3 clusters Score -3924165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3924170.250000 Penalty: 3615.225830
	Iteration 63Q: 3 clusters Score -3924170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3924181.250000 Penalty: 3615.225830
	Iteration 64Q: 3 clusters Score -3924181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3924188.250000 Penalty: 3615.225830
	Iteration 65Q: 3 clusters Score -3924188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3924195.500000 Penalty: 3615.225830
	Iteration 66Q: 3 clusters Score -3924196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3924207.250000 Penalty: 3615.225830
	Iteration 67Q: 3 clusters Score -3924207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3924209.750000 Penalty: 3615.225830
	Iteration 68Q: 3 clusters Score -3924210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3924209.250000 Penalty: 3615.225830
	Iteration 69Q: 3 clusters Score -3924209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3924216.500000 Penalty: 3615.225830
	Iteration 70Q: 3 clusters Score -3924216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3924222.750000 Penalty: 3615.225830
	Iteration 71Q: 3 clusters Score -3924223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3924223.500000 Penalty: 3615.225830
	Iteration 72Q: 3 clusters Score -3924224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3924225.750000 Penalty: 3615.225830
	Iteration 73Q: 3 clusters Score -3924226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3924226.750000 Penalty: 3615.225830
	Iteration 74Q: 3 clusters Score -3924227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3924234.000000 Penalty: 3615.225830
	Iteration 75Q: 3 clusters Score -3924234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3924236.000000 Penalty: 3615.225830
	Iteration 76Q: 3 clusters Score -3924236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3924245.250000 Penalty: 3615.225830
	Iteration 77Q: 3 clusters Score -3924245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3924243.250000 Penalty: 3615.225830
	Iteration 78Q: 3 clusters Score -3924243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3924246.750000 Penalty: 3615.225830
	Iteration 79Q: 3 clusters Score -3924247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3924245.500000 Penalty: 3615.225830
	Iteration 80F: 3 clusters Score -3924246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3924242.750000 Penalty: 3615.225830
	Iteration 81Q: 3 clusters Score -3924243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3924247.500000 Penalty: 3615.225830
	Iteration 82Q: 3 clusters Score -3924248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3924249.000000 Penalty: 3615.225830
	Iteration 83Q: 3 clusters Score -3924249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3924253.500000 Penalty: 3615.225830
	Iteration 84Q: 3 clusters Score -3924254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3924253.250000 Penalty: 3615.225830
	Iteration 85Q: 3 clusters Score -3924253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3924256.000000 Penalty: 3615.225830
	Iteration 86Q: 3 clusters Score -3924256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3924255.000000 Penalty: 3615.225830
	Iteration 87Q: 3 clusters Score -3924255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3924256.500000 Penalty: 3615.225830
	Iteration 88Q: 3 clusters Score -3924256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3924255.750000 Penalty: 3615.225830
	Iteration 89Q: 3 clusters Score -3924256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3924257.250000 Penalty: 3615.225830
	Iteration 90Q: 3 clusters Score -3924257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3924261.750000 Penalty: 3615.225830
	Iteration 91Q: 3 clusters Score -3924262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3924260.500000 Penalty: 3615.225830
	Iteration 92Q: 3 clusters Score -3924260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3924261.500000 Penalty: 3615.225830
	Iteration 93Q: 3 clusters Score -3924262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3924259.750000 Penalty: 3615.225830
	Iteration 94Q: 3 clusters Score -3924260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3924259.750000 Penalty: 3615.225830
	Iteration 95F: 3 clusters Score -3924260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -356480.093750 Penalty: 1414.777710
	Iteration 0F: 2 clusters Score -356480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -351737.531250 Penalty: 2829.555420
	Iteration 0F: 3 clusters Score -351737.5 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -353192.500000 Penalty: 2829.555420
	Iteration 1F: 3 clusters Score -353192.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -353410.968750 Penalty: 2829.555420
	Iteration 2F: 3 clusters Score -353411 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -353589.343750 Penalty: 2829.555420
	Iteration 3F: 3 clusters Score -353589.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -353721.218750 Penalty: 2829.555420
	Iteration 4Q: 3 clusters Score -353721.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -353822.812500 Penalty: 2829.555420
	Iteration 5Q: 3 clusters Score -353822.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -353913.531250 Penalty: 2829.555420
	Iteration 6Q: 3 clusters Score -353913.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -353986.625000 Penalty: 2829.555420
	Iteration 7Q: 3 clusters Score -353986.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -354075.625000 Penalty: 2829.555420
	Iteration 8Q: 3 clusters Score -354075.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -354163.125000 Penalty: 2829.555420
	Iteration 9Q: 3 clusters Score -354163.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -354268.562500 Penalty: 2829.555420
	Iteration 10Q: 3 clusters Score -354268.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -354372.062500 Penalty: 2829.555420
	Iteration 11Q: 3 clusters Score -354372.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -354466.656250 Penalty: 2829.555420
	Iteration 12Q: 3 clusters Score -354466.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -354565.468750 Penalty: 2829.555420
	Iteration 13Q: 3 clusters Score -354565.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -354651.718750 Penalty: 2829.555420
	Iteration 14Q: 3 clusters Score -354651.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -354728.375000 Penalty: 2829.555420
	Iteration 15Q: 3 clusters Score -354728.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -354784.093750 Penalty: 2829.555420
	Iteration 16Q: 3 clusters Score -354784.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -354829.000000 Penalty: 2829.555420
	Iteration 17Q: 3 clusters Score -354829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -354874.437500 Penalty: 2829.555420
	Iteration 18Q: 3 clusters Score -354874.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -354911.875000 Penalty: 2829.555420
	Iteration 19Q: 3 clusters Score -354911.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -354942.156250 Penalty: 2829.555420
	Iteration 20F: 3 clusters Score -354942.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -354966.250000 Penalty: 2829.555420
	Iteration 21Q: 3 clusters Score -354966.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -354995.187500 Penalty: 2829.555420
	Iteration 22Q: 3 clusters Score -354995.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -355018.343750 Penalty: 2829.555420
	Iteration 23Q: 3 clusters Score -355018.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -355035.781250 Penalty: 2829.555420
	Iteration 24Q: 3 clusters Score -355035.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -355045.843750 Penalty: 2829.555420
	Iteration 25Q: 3 clusters Score -355045.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -355055.031250 Penalty: 2829.555420
	Iteration 26Q: 3 clusters Score -355055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -355063.843750 Penalty: 2829.555420
	Iteration 27Q: 3 clusters Score -355063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -355068.875000 Penalty: 2829.555420
	Iteration 28Q: 3 clusters Score -355068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -355072.531250 Penalty: 2829.555420
	Iteration 29Q: 3 clusters Score -355072.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -355076.468750 Penalty: 2829.555420
	Iteration 30Q: 3 clusters Score -355076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -355079.000000 Penalty: 2829.555420
	Iteration 31Q: 3 clusters Score -355079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -355080.687500 Penalty: 2829.555420
	Iteration 32Q: 3 clusters Score -355080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -355081.375000 Penalty: 2829.555420
	Iteration 33Q: 3 clusters Score -355081.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -355083.250000 Penalty: 2829.555420
	Iteration 34Q: 3 clusters Score -355083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -355084.875000 Penalty: 2829.555420
	Iteration 35Q: 3 clusters Score -355084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -355088.093750 Penalty: 2829.555420
	Iteration 36Q: 3 clusters Score -355088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -355089.031250 Penalty: 2829.555420
	Iteration 37Q: 3 clusters Score -355089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -355090.968750 Penalty: 2829.555420
	Iteration 38Q: 3 clusters Score -355091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -355091.656250 Penalty: 2829.555420
	Iteration 39Q: 3 clusters Score -355091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -355093.187500 Penalty: 2829.555420
	Iteration 40F: 3 clusters Score -355093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -355093.812500 Penalty: 2829.555420
	Iteration 41Q: 3 clusters Score -355093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -355094.625000 Penalty: 2829.555420
	Iteration 42Q: 3 clusters Score -355094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -355095.468750 Penalty: 2829.555420
	Iteration 43Q: 3 clusters Score -355095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -355096.812500 Penalty: 2829.555420
	Iteration 44Q: 3 clusters Score -355096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -355098.250000 Penalty: 2829.555420
	Iteration 45Q: 3 clusters Score -355098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355100.718750 Penalty: 2829.555420
	Iteration 46Q: 3 clusters Score -355100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -355103.343750 Penalty: 2829.555420
	Iteration 47Q: 3 clusters Score -355103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -355104.468750 Penalty: 2829.555420
	Iteration 48Q: 3 clusters Score -355104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -355106.562500 Penalty: 2829.555420
	Iteration 49Q: 3 clusters Score -355106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -355111.406250 Penalty: 2829.555420
	Iteration 50Q: 3 clusters Score -355111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -355112.531250 Penalty: 2829.555420
	Iteration 51Q: 3 clusters Score -355112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -355115.125000 Penalty: 2829.555420
	Iteration 52Q: 3 clusters Score -355115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -355119.125000 Penalty: 2829.555420
	Iteration 53Q: 3 clusters Score -355119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -355120.468750 Penalty: 2829.555420
	Iteration 54Q: 3 clusters Score -355120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -355122.531250 Penalty: 2829.555420
	Iteration 55Q: 3 clusters Score -355122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -355124.812500 Penalty: 2829.555420
	Iteration 56Q: 3 clusters Score -355124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -355126.875000 Penalty: 2829.555420
	Iteration 57Q: 3 clusters Score -355126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -355129.312500 Penalty: 2829.555420
	Iteration 58Q: 3 clusters Score -355129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -355132.187500 Penalty: 2829.555420
	Iteration 59Q: 3 clusters Score -355132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355132.437500 Penalty: 2829.555420
	Iteration 60F: 3 clusters Score -355132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355133.812500 Penalty: 2829.555420
	Iteration 61Q: 3 clusters Score -355133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -355136.000000 Penalty: 2829.555420
	Iteration 62Q: 3 clusters Score -355136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -355136.875000 Penalty: 2829.555420
	Iteration 63Q: 3 clusters Score -355136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -355138.531250 Penalty: 2829.555420
	Iteration 64Q: 3 clusters Score -355138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -355140.593750 Penalty: 2829.555420
	Iteration 65Q: 3 clusters Score -355140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -355141.968750 Penalty: 2829.555420
	Iteration 66Q: 3 clusters Score -355142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -355143.562500 Penalty: 2829.555420
	Iteration 67Q: 3 clusters Score -355143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -355147.500000 Penalty: 2829.555420
	Iteration 68Q: 3 clusters Score -355147.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -355151.937500 Penalty: 2829.555420
	Iteration 69Q: 3 clusters Score -355151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -355158.281250 Penalty: 2829.555420
	Iteration 70Q: 3 clusters Score -355158.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -355166.406250 Penalty: 2829.555420
	Iteration 71Q: 3 clusters Score -355166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -355176.531250 Penalty: 2829.555420
	Iteration 72Q: 3 clusters Score -355176.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -355185.031250 Penalty: 2829.555420
	Iteration 73Q: 3 clusters Score -355185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -355193.937500 Penalty: 2829.555420
	Iteration 74Q: 3 clusters Score -355193.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -355197.125000 Penalty: 2829.555420
	Iteration 75Q: 3 clusters Score -355197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -355199.281250 Penalty: 2829.555420
	Iteration 76Q: 3 clusters Score -355199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -355199.625000 Penalty: 2829.555420
	Iteration 77Q: 3 clusters Score -355199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355201.687500 Penalty: 2829.555420
	Iteration 78Q: 3 clusters Score -355201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -355204.718750 Penalty: 2829.555420
	Iteration 79Q: 3 clusters Score -355204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -355207.343750 Penalty: 2829.555420
	Iteration 80F: 3 clusters Score -355207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -355212.531250 Penalty: 2829.555420
	Iteration 81Q: 3 clusters Score -355212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -355215.375000 Penalty: 2829.555420
	Iteration 82Q: 3 clusters Score -355215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -355218.843750 Penalty: 2829.555420
	Iteration 83Q: 3 clusters Score -355218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -355220.562500 Penalty: 2829.555420
	Iteration 84Q: 3 clusters Score -355220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -355223.656250 Penalty: 2829.555420
	Iteration 85Q: 3 clusters Score -355223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -355225.812500 Penalty: 2829.555420
	Iteration 86Q: 3 clusters Score -355225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -355228.218750 Penalty: 2829.555420
	Iteration 87Q: 3 clusters Score -355228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -355228.125000 Penalty: 2829.555420
	Iteration 88Q: 3 clusters Score -355228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -355228.125000 Penalty: 2829.555420
	Iteration 89F: 3 clusters Score -355228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Entering Unmasked Estep 
Score: -546858.437500 Penalty: 1489.010864
	Iteration 0F: 2 clusters Score -546858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -540119.062500 Penalty: 2978.021729
	Iteration 0F: 3 clusters Score -540119.1 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -542331.500000 Penalty: 2978.021729
	Iteration 1F: 3 clusters Score -542331.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -542710.250000 Penalty: 2978.021729
	Iteration 2F: 3 clusters Score -542710.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -543047.625000 Penalty: 2978.021729
	Iteration 3F: 3 clusters Score -543047.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -543405.062500 Penalty: 2978.021729
	Iteration 4F: 3 clusters Score -543405.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -543773.250000 Penalty: 2978.021729
	Iteration 5F: 3 clusters Score -543773.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -544114.250000 Penalty: 2978.021729
	Iteration 6F: 3 clusters Score -544114.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -544436.750000 Penalty: 2978.021729
	Iteration 7F: 3 clusters Score -544436.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -544737.500000 Penalty: 2978.021729
	Iteration 8Q: 3 clusters Score -544737.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -545027.687500 Penalty: 2978.021729
	Iteration 9Q: 3 clusters Score -545027.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -545286.187500 Penalty: 2978.021729
	Iteration 10Q: 3 clusters Score -545286.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -545540.687500 Penalty: 2978.021729
	Iteration 11Q: 3 clusters Score -545540.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -545771.625000 Penalty: 2978.021729
	Iteration 12Q: 3 clusters Score -545771.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -545936.375000 Penalty: 2978.021729
	Iteration 13Q: 3 clusters Score -545936.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -546017.750000 Penalty: 2978.021729
	Iteration 14Q: 3 clusters Score -546017.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -546057.187500 Penalty: 2978.021729
	Iteration 15Q: 3 clusters Score -546057.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -546086.562500 Penalty: 2978.021729
	Iteration 16Q: 3 clusters Score -546086.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -546107.875000 Penalty: 2978.021729
	Iteration 17Q: 3 clusters Score -546107.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -546123.000000 Penalty: 2978.021729
	Iteration 18Q: 3 clusters Score -546123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -546135.625000 Penalty: 2978.021729
	Iteration 19Q: 3 clusters Score -546135.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -546150.062500 Penalty: 2978.021729
	Iteration 20F: 3 clusters Score -546150.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -546159.312500 Penalty: 2978.021729
	Iteration 21Q: 3 clusters Score -546159.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -546166.500000 Penalty: 2978.021729
	Iteration 22Q: 3 clusters Score -546166.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -546169.375000 Penalty: 2978.021729
	Iteration 23Q: 3 clusters Score -546169.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -546171.250000 Penalty: 2978.021729
	Iteration 24Q: 3 clusters Score -546171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -546174.125000 Penalty: 2978.021729
	Iteration 25Q: 3 clusters Score -546174.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -546176.437500 Penalty: 2978.021729
	Iteration 26Q: 3 clusters Score -546176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -546177.875000 Penalty: 2978.021729
	Iteration 27Q: 3 clusters Score -546177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -546181.000000 Penalty: 2978.021729
	Iteration 28Q: 3 clusters Score -546181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -546182.312500 Penalty: 2978.021729
	Iteration 29Q: 3 clusters Score -546182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -546185.750000 Penalty: 2978.021729
	Iteration 30Q: 3 clusters Score -546185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -546187.000000 Penalty: 2978.021729
	Iteration 31Q: 3 clusters Score -546187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -546188.500000 Penalty: 2978.021729
	Iteration 32Q: 3 clusters Score -546188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -546189.125000 Penalty: 2978.021729
	Iteration 33Q: 3 clusters Score -546189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -546191.250000 Penalty: 2978.021729
	Iteration 34Q: 3 clusters Score -546191.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -546192.125000 Penalty: 2978.021729
	Iteration 35Q: 3 clusters Score -546192.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -546195.812500 Penalty: 2978.021729
	Iteration 36Q: 3 clusters Score -546195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -546196.687500 Penalty: 2978.021729
	Iteration 37Q: 3 clusters Score -546196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -546200.250000 Penalty: 2978.021729
	Iteration 38Q: 3 clusters Score -546200.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -546202.187500 Penalty: 2978.021729
	Iteration 39Q: 3 clusters Score -546202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -546204.000000 Penalty: 2978.021729
	Iteration 40F: 3 clusters Score -546204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -546203.500000 Penalty: 2978.021729
	Iteration 41Q: 3 clusters Score -546203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -546203.750000 Penalty: 2978.021729
	Iteration 42Q: 3 clusters Score -546203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -546204.437500 Penalty: 2978.021729
	Iteration 43Q: 3 clusters Score -546204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -546204.812500 Penalty: 2978.021729
	Iteration 44Q: 3 clusters Score -546204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -546204.625000 Penalty: 2978.021729
	Iteration 45Q: 3 clusters Score -546204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -546206.187500 Penalty: 2978.021729
	Iteration 46Q: 3 clusters Score -546206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -546206.187500 Penalty: 2978.021729
	Iteration 47F: 3 clusters Score -546206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -73419.203125 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -73419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71655.406250 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -71655.41 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -72142.421875 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -72142.42 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -72354.078125 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -72354.08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72531.664062 Penalty: 2382.381592
	Iteration 3F: 3 clusters Score -72531.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72673.171875 Penalty: 2382.381592
	Iteration 4F: 3 clusters Score -72673.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72768.062500 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -72768.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72834.906250 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -72834.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72885.914062 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -72885.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72925.648438 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -72925.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72951.367188 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -72951.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -72989.726562 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -72989.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -73034.500000 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -73034.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73071.007812 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -73071.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73098.179688 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -73098.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73114.726562 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -73114.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73129.070312 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -73129.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73146.492188 Penalty: 2382.381592
	Iteration 16Q: 3 clusters Score -73146.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -73161.460938 Penalty: 2382.381592
	Iteration 17Q: 3 clusters Score -73161.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -73172.484375 Penalty: 2382.381592
	Iteration 18Q: 3 clusters Score -73172.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -73186.804688 Penalty: 2382.381592
	Iteration 19Q: 3 clusters Score -73186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73198.062500 Penalty: 2382.381592
	Iteration 20F: 3 clusters Score -73198.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73204.953125 Penalty: 2382.381592
	Iteration 21Q: 3 clusters Score -73204.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -73210.312500 Penalty: 2382.381592
	Iteration 22Q: 3 clusters Score -73210.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73213.140625 Penalty: 2382.381592
	Iteration 23Q: 3 clusters Score -73213.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -73219.226562 Penalty: 2382.381592
	Iteration 24Q: 3 clusters Score -73219.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -73221.507812 Penalty: 2382.381592
	Iteration 25Q: 3 clusters Score -73221.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -73223.367188 Penalty: 2382.381592
	Iteration 26Q: 3 clusters Score -73223.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -73227.507812 Penalty: 2382.381592
	Iteration 27Q: 3 clusters Score -73227.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -73229.523438 Penalty: 2382.381592
	Iteration 28Q: 3 clusters Score -73229.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -73230.273438 Penalty: 2382.381592
	Iteration 29Q: 3 clusters Score -73230.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -73231.726562 Penalty: 2382.381592
	Iteration 30Q: 3 clusters Score -73231.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -73232.367188 Penalty: 2382.381592
	Iteration 31Q: 3 clusters Score -73232.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -73232.367188 Penalty: 2382.381592
	Iteration 32F: 3 clusters Score -73232.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 8692 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67763 members 
Mstep: Class 20 contains 6041 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 24 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556526.000000 Penalty: 37551.386719
Iteration 119Q: 20 clusters Score -1.055653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21309 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4143 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67771 members 
Mstep: Class 20 contains 6013 members 
Mstep: Class 22 contains 9542 members 
Mstep: Class 24 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556542.000000 Penalty: 37551.386719
Iteration 120F: 20 clusters Score -1.055654e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21332 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 8680 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67775 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 22 contains 9546 members 
Mstep: Class 24 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556557.000000 Penalty: 37551.386719
Iteration 121Q: 20 clusters Score -1.055656e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6849 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21360 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 8676 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 22 contains 9554 members 
Mstep: Class 24 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556580.000000 Penalty: 37551.386719
Iteration 122Q: 20 clusters Score -1.055658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 21383 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67779 members 
Mstep: Class 20 contains 5938 members 
Mstep: Class 22 contains 9557 members 
Mstep: Class 24 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556597.000000 Penalty: 37551.386719
Iteration 123Q: 20 clusters Score -1.05566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7082 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6845 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 21409 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 8667 members 
Mstep: Class 12 contains 14393 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 67783 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 22 contains 9564 members 
Mstep: Class 24 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556586.000000 Penalty: 37551.386719
Iteration 124Q: 20 clusters Score -1.055659e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 21442 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 8654 members 
Mstep: Class 12 contains 14386 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 67787 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 22 contains 9575 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556643.000000 Penalty: 37551.386719
Iteration 125Q: 20 clusters Score -1.055664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 21479 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 14383 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67786 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 22 contains 9589 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556629.000000 Penalty: 37551.386719
Iteration 126Q: 20 clusters Score -1.055663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 8629 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67793 members 
Mstep: Class 20 contains 5819 members 
Mstep: Class 22 contains 9603 members 
Mstep: Class 24 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556648.000000 Penalty: 37551.386719
Iteration 127Q: 20 clusters Score -1.055665e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 4251 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67803 members 
Mstep: Class 20 contains 5775 members 
Mstep: Class 22 contains 9616 members 
Mstep: Class 24 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556665.000000 Penalty: 37551.386719
Iteration 128Q: 20 clusters Score -1.055666e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 4156 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67808 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 22 contains 9621 members 
Mstep: Class 24 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556661.000000 Penalty: 37551.386719
Iteration 129Q: 20 clusters Score -1.055666e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6831 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 21668 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 10356 members 
Mstep: Class 10 contains 4156 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 14370 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67816 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 22 contains 9629 members 
Mstep: Class 24 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556682.000000 Penalty: 37551.386719
Iteration 130Q: 20 clusters Score -1.055668e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 21726 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 14364 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67817 members 
Mstep: Class 20 contains 5641 members 
Mstep: Class 22 contains 9640 members 
Mstep: Class 24 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556703.000000 Penalty: 37551.386719
Iteration 131Q: 20 clusters Score -1.05567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 21786 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 4164 members 
Mstep: Class 11 contains 8585 members 
Mstep: Class 12 contains 14360 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 22 contains 9647 members 
Mstep: Class 24 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556710.000000 Penalty: 37551.386719
Iteration 132Q: 20 clusters Score -1.055671e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 21855 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 8578 members 
Mstep: Class 12 contains 14358 members 
Mstep: Class 13 contains 4219 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 67830 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 22 contains 9653 members 
Mstep: Class 24 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556711.000000 Penalty: 37551.386719
Iteration 133Q: 20 clusters Score -1.055671e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 8573 members 
Mstep: Class 12 contains 14353 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 67833 members 
Mstep: Class 20 contains 5452 members 
Mstep: Class 22 contains 9656 members 
Mstep: Class 24 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556713.000000 Penalty: 37551.386719
Iteration 134Q: 20 clusters Score -1.055671e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 1153 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 14348 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67843 members 
Mstep: Class 20 contains 5367 members 
Mstep: Class 22 contains 9659 members 
Mstep: Class 24 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556744.000000 Penalty: 37551.386719
Iteration 135Q: 20 clusters Score -1.055674e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 22124 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 8566 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 67849 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 22 contains 9662 members 
Mstep: Class 24 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556776.000000 Penalty: 37551.386719
Iteration 136Q: 20 clusters Score -1.055678e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 22240 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 67858 members 
Mstep: Class 20 contains 5156 members 
Mstep: Class 22 contains 9667 members 
Mstep: Class 24 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556797.000000 Penalty: 37551.386719
Iteration 137Q: 20 clusters Score -1.05568e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 22358 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 8559 members 
Mstep: Class 12 contains 14326 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 67878 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 22 contains 9669 members 
Mstep: Class 24 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556835.000000 Penalty: 37551.386719
Iteration 138Q: 20 clusters Score -1.055684e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 22497 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 8556 members 
Mstep: Class 12 contains 14315 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 67882 members 
Mstep: Class 20 contains 4921 members 
Mstep: Class 22 contains 9671 members 
Mstep: Class 24 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556887.000000 Penalty: 37551.386719
Iteration 139Q: 20 clusters Score -1.055689e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 22631 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 8554 members 
Mstep: Class 12 contains 14310 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 67891 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 22 contains 9670 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10556925.000000 Penalty: 37551.386719
Iteration 140F: 20 clusters Score -1.055692e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 22789 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 10373 members 
Mstep: Class 10 contains 4189 members 
Mstep: Class 11 contains 8548 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67903 members 
Mstep: Class 20 contains 4648 members 
Mstep: Class 22 contains 9674 members 
Mstep: Class 24 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557003.000000 Penalty: 37551.386719
Iteration 141Q: 20 clusters Score -1.0557e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 22952 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 8545 members 
Mstep: Class 12 contains 14297 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 67911 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 24 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557056.000000 Penalty: 37551.386719
Iteration 142Q: 20 clusters Score -1.055706e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 23107 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 8547 members 
Mstep: Class 12 contains 14290 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3569 members 
Mstep: Class 16 contains 67922 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 24 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557139.000000 Penalty: 37551.386719
Iteration 143Q: 20 clusters Score -1.055714e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 23256 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 8548 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 16 contains 67928 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 22 contains 9678 members 
Mstep: Class 24 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557207.000000 Penalty: 37551.386719
Iteration 144Q: 20 clusters Score -1.055721e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23402 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 10375 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 8550 members 
Mstep: Class 12 contains 14285 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67929 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 22 contains 9679 members 
Mstep: Class 24 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557272.000000 Penalty: 37551.386719
Iteration 145Q: 20 clusters Score -1.055727e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 23498 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 4202 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 14281 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 22 contains 9682 members 
Mstep: Class 24 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557312.000000 Penalty: 37551.386719
Iteration 146Q: 20 clusters Score -1.055731e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 7035 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23602 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 14282 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 67941 members 
Mstep: Class 20 contains 3926 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557405.000000 Penalty: 37551.386719
Iteration 147Q: 20 clusters Score -1.05574e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 23703 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 14280 members 
Mstep: Class 13 contains 4019 members 
Mstep: Class 14 contains 5333 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67936 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557487.000000 Penalty: 37551.386719
Iteration 148Q: 20 clusters Score -1.055749e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 4659 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23794 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 8532 members 
Mstep: Class 12 contains 14269 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 67948 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557464.000000 Penalty: 37551.386719
Iteration 149Q: 20 clusters Score -1.055746e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23867 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 4208 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 67955 members 
Mstep: Class 20 contains 3741 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557497.000000 Penalty: 37551.386719
Iteration 150Q: 20 clusters Score -1.05575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 7002 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23930 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 4213 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 3989 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 67965 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 24 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557515.000000 Penalty: 37551.386719
Iteration 151Q: 20 clusters Score -1.055752e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 23971 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 8533 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 67971 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557537.000000 Penalty: 37551.386719
Iteration 152Q: 20 clusters Score -1.055754e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6993 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 24003 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 3972 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 67985 members 
Mstep: Class 20 contains 3619 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557545.000000 Penalty: 37551.386719
Iteration 153Q: 20 clusters Score -1.055754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24030 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 8529 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 67991 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557540.000000 Penalty: 37551.386719
Iteration 154Q: 20 clusters Score -1.055754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24046 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8527 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 67995 members 
Mstep: Class 20 contains 3576 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557536.000000 Penalty: 37551.386719
Iteration 155Q: 20 clusters Score -1.055754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24067 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8522 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 68002 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557540.000000 Penalty: 37551.386719
Iteration 156Q: 20 clusters Score -1.055754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24085 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 14253 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 68010 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557557.000000 Penalty: 37551.386719
Iteration 157Q: 20 clusters Score -1.055756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24099 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 68014 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557560.000000 Penalty: 37551.386719
Iteration 158Q: 20 clusters Score -1.055756e+07 nChanged 43
Entering ConstructFrom: 
Score: -10557560.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (10139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Entering Unmasked Estep 
Score: -541336.187500 Penalty: 1498.923584
	Iteration 0F: 2 clusters Score -541336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -534087.125000 Penalty: 2997.847168
	Iteration 0F: 3 clusters Score -534087.1 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -536465.312500 Penalty: 2997.847168
	Iteration 1F: 3 clusters Score -536465.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -536748.625000 Penalty: 2997.847168
	Iteration 2F: 3 clusters Score -536748.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -536995.312500 Penalty: 2997.847168
	Iteration 3F: 3 clusters Score -536995.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -537236.062500 Penalty: 2997.847168
	Iteration 4F: 3 clusters Score -537236.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -537453.312500 Penalty: 2997.847168
	Iteration 5Q: 3 clusters Score -537453.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -537662.062500 Penalty: 2997.847168
	Iteration 6Q: 3 clusters Score -537662.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -537861.562500 Penalty: 2997.847168
	Iteration 7Q: 3 clusters Score -537861.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -538039.062500 Penalty: 2997.847168
	Iteration 8Q: 3 clusters Score -538039.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -538201.375000 Penalty: 2997.847168
	Iteration 9Q: 3 clusters Score -538201.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -538338.187500 Penalty: 2997.847168
	Iteration 10Q: 3 clusters Score -538338.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -538455.375000 Penalty: 2997.847168
	Iteration 11Q: 3 clusters Score -538455.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -538557.812500 Penalty: 2997.847168
	Iteration 12Q: 3 clusters Score -538557.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -538674.687500 Penalty: 2997.847168
	Iteration 13Q: 3 clusters Score -538674.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -538801.625000 Penalty: 2997.847168
	Iteration 14Q: 3 clusters Score -538801.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -538959.687500 Penalty: 2997.847168
	Iteration 15Q: 3 clusters Score -538959.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -539137.187500 Penalty: 2997.847168
	Iteration 16Q: 3 clusters Score -539137.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -539313.500000 Penalty: 2997.847168
	Iteration 17Q: 3 clusters Score -539313.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -539493.625000 Penalty: 2997.847168
	Iteration 18Q: 3 clusters Score -539493.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -539688.687500 Penalty: 2997.847168
	Iteration 19Q: 3 clusters Score -539688.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -539883.750000 Penalty: 2997.847168
	Iteration 20F: 3 clusters Score -539883.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -540058.000000 Penalty: 2997.847168
	Iteration 21Q: 3 clusters Score -540058 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -540207.062500 Penalty: 2997.847168
	Iteration 22Q: 3 clusters Score -540207.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -540302.062500 Penalty: 2997.847168
	Iteration 23Q: 3 clusters Score -540302.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -540375.250000 Penalty: 2997.847168
	Iteration 24Q: 3 clusters Score -540375.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -540425.187500 Penalty: 2997.847168
	Iteration 25Q: 3 clusters Score -540425.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -540460.500000 Penalty: 2997.847168
	Iteration 26Q: 3 clusters Score -540460.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -540497.500000 Penalty: 2997.847168
	Iteration 27Q: 3 clusters Score -540497.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -540541.812500 Penalty: 2997.847168
	Iteration 28Q: 3 clusters Score -540541.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -540572.687500 Penalty: 2997.847168
	Iteration 29Q: 3 clusters Score -540572.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -540597.937500 Penalty: 2997.847168
	Iteration 30Q: 3 clusters Score -540597.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -540616.562500 Penalty: 2997.847168
	Iteration 31Q: 3 clusters Score -540616.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -540631.875000 Penalty: 2997.847168
	Iteration 32Q: 3 clusters Score -540631.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -540640.250000 Penalty: 2997.847168
	Iteration 33Q: 3 clusters Score -540640.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -540654.625000 Penalty: 2997.847168
	Iteration 34Q: 3 clusters Score -540654.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -540665.250000 Penalty: 2997.847168
	Iteration 35Q: 3 clusters Score -540665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -540671.687500 Penalty: 2997.847168
	Iteration 36Q: 3 clusters Score -540671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -540674.750000 Penalty: 2997.847168
	Iteration 37Q: 3 clusters Score -540674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -540679.000000 Penalty: 2997.847168
	Iteration 38Q: 3 clusters Score -540679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -540682.125000 Penalty: 2997.847168
	Iteration 39Q: 3 clusters Score -540682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -540685.812500 Penalty: 2997.847168
	Iteration 40F: 3 clusters Score -540685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -540688.250000 Penalty: 2997.847168
	Iteration 41Q: 3 clusters Score -540688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -540691.625000 Penalty: 2997.847168
	Iteration 42Q: 3 clusters Score -540691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -540691.437500 Penalty: 2997.847168
	Iteration 43Q: 3 clusters Score -540691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -540691.437500 Penalty: 2997.847168
	Iteration 44F: 3 clusters Score -540691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Entering Unmasked Estep 
Score: -419646.093750 Penalty: 1437.532349
	Iteration 0F: 2 clusters Score -419646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -414380.968750 Penalty: 2875.064697
	Iteration 0F: 3 clusters Score -414381 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -415896.187500 Penalty: 2875.064697
	Iteration 1F: 3 clusters Score -415896.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -416070.531250 Penalty: 2875.064697
	Iteration 2F: 3 clusters Score -416070.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -416199.750000 Penalty: 2875.064697
	Iteration 3Q: 3 clusters Score -416199.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -416297.468750 Penalty: 2875.064697
	Iteration 4Q: 3 clusters Score -416297.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -416426.156250 Penalty: 2875.064697
	Iteration 5Q: 3 clusters Score -416426.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -416614.468750 Penalty: 2875.064697
	Iteration 6Q: 3 clusters Score -416614.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -416821.875000 Penalty: 2875.064697
	Iteration 7F: 3 clusters Score -416821.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -417024.687500 Penalty: 2875.064697
	Iteration 8Q: 3 clusters Score -417024.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -417242.281250 Penalty: 2875.064697
	Iteration 9Q: 3 clusters Score -417242.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -417475.656250 Penalty: 2875.064697
	Iteration 10Q: 3 clusters Score -417475.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -417736.281250 Penalty: 2875.064697
	Iteration 11Q: 3 clusters Score -417736.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -417973.281250 Penalty: 2875.064697
	Iteration 12Q: 3 clusters Score -417973.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -418199.906250 Penalty: 2875.064697
	Iteration 13Q: 3 clusters Score -418199.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -418394.750000 Penalty: 2875.064697
	Iteration 14Q: 3 clusters Score -418394.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -418541.812500 Penalty: 2875.064697
	Iteration 15Q: 3 clusters Score -418541.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -418693.000000 Penalty: 2875.064697
	Iteration 16Q: 3 clusters Score -418693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -418799.250000 Penalty: 2875.064697
	Iteration 17Q: 3 clusters Score -418799.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -418845.000000 Penalty: 2875.064697
	Iteration 18Q: 3 clusters Score -418845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418865.500000 Penalty: 2875.064697
	Iteration 19Q: 3 clusters Score -418865.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -418872.843750 Penalty: 2875.064697
	Iteration 20F: 3 clusters Score -418872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -418875.468750 Penalty: 2875.064697
	Iteration 21Q: 3 clusters Score -418875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -418876.906250 Penalty: 2875.064697
	Iteration 22Q: 3 clusters Score -418876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -418879.281250 Penalty: 2875.064697
	Iteration 23Q: 3 clusters Score -418879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -418880.781250 Penalty: 2875.064697
	Iteration 24Q: 3 clusters Score -418880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -418882.812500 Penalty: 2875.064697
	Iteration 25Q: 3 clusters Score -418882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -418885.656250 Penalty: 2875.064697
	Iteration 26Q: 3 clusters Score -418885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -418887.562500 Penalty: 2875.064697
	Iteration 27Q: 3 clusters Score -418887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -418889.875000 Penalty: 2875.064697
	Iteration 28Q: 3 clusters Score -418889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -418890.156250 Penalty: 2875.064697
	Iteration 29Q: 3 clusters Score -418890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -418890.937500 Penalty: 2875.064697
	Iteration 30Q: 3 clusters Score -418890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -418891.750000 Penalty: 2875.064697
	Iteration 31Q: 3 clusters Score -418891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -418892.000000 Penalty: 2875.064697
	Iteration 32Q: 3 clusters Score -418892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -418892.812500 Penalty: 2875.064697
	Iteration 33Q: 3 clusters Score -418892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -418893.156250 Penalty: 2875.064697
	Iteration 34Q: 3 clusters Score -418893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -418893.375000 Penalty: 2875.064697
	Iteration 35Q: 3 clusters Score -418893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -418894.000000 Penalty: 2875.064697
	Iteration 36Q: 3 clusters Score -418894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -418894.062500 Penalty: 2875.064697
	Iteration 37Q: 3 clusters Score -418894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -418894.062500 Penalty: 2875.064697
	Iteration 38F: 3 clusters Score -418894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -81104.515625 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -81104.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -79418.500000 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -79418.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -79694.390625 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -79694.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -79767.195312 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -79767.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -79807.203125 Penalty: 2345.669189
	Iteration 3Q: 3 clusters Score -79807.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -79832.242188 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -79832.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -79841.515625 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -79841.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -79847.570312 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -79847.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -79851.742188 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -79851.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -79856.593750 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -79856.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -79861.335938 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -79861.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -79866.445312 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -79866.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79870.929688 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -79870.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -79876.687500 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -79876.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -79881.039062 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -79881.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79884.265625 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -79884.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79887.484375 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -79887.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79887.890625 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -79887.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79889.070312 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -79889.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79889.070312 Penalty: 2345.669189
	Iteration 18F: 3 clusters Score -79889.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -419348.156250 Penalty: 1434.463501
	Iteration 0F: 2 clusters Score -419348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -414259.312500 Penalty: 2868.927002
	Iteration 0F: 3 clusters Score -414259.3 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -415776.625000 Penalty: 2868.927002
	Iteration 1F: 3 clusters Score -415776.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -416032.218750 Penalty: 2868.927002
	Iteration 2F: 3 clusters Score -416032.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -416237.781250 Penalty: 2868.927002
	Iteration 3F: 3 clusters Score -416237.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -416387.937500 Penalty: 2868.927002
	Iteration 4Q: 3 clusters Score -416387.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -416518.781250 Penalty: 2868.927002
	Iteration 5Q: 3 clusters Score -416518.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -416641.218750 Penalty: 2868.927002
	Iteration 6Q: 3 clusters Score -416641.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -416772.125000 Penalty: 2868.927002
	Iteration 7Q: 3 clusters Score -416772.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -416925.375000 Penalty: 2868.927002
	Iteration 8Q: 3 clusters Score -416925.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -417086.156250 Penalty: 2868.927002
	Iteration 9Q: 3 clusters Score -417086.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -417264.000000 Penalty: 2868.927002
	Iteration 10Q: 3 clusters Score -417264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -417398.875000 Penalty: 2868.927002
	Iteration 11Q: 3 clusters Score -417398.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -417511.843750 Penalty: 2868.927002
	Iteration 12Q: 3 clusters Score -417511.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -417616.875000 Penalty: 2868.927002
	Iteration 13Q: 3 clusters Score -417616.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -417728.062500 Penalty: 2868.927002
	Iteration 14Q: 3 clusters Score -417728.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -417847.937500 Penalty: 2868.927002
	Iteration 15Q: 3 clusters Score -417847.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -417936.281250 Penalty: 2868.927002
	Iteration 16Q: 3 clusters Score -417936.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -418009.468750 Penalty: 2868.927002
	Iteration 17Q: 3 clusters Score -418009.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -418093.687500 Penalty: 2868.927002
	Iteration 18Q: 3 clusters Score -418093.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -418174.656250 Penalty: 2868.927002
	Iteration 19Q: 3 clusters Score -418174.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -418240.000000 Penalty: 2868.927002
	Iteration 20F: 3 clusters Score -418240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -418290.937500 Penalty: 2868.927002
	Iteration 21Q: 3 clusters Score -418290.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -418313.437500 Penalty: 2868.927002
	Iteration 22Q: 3 clusters Score -418313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -418324.531250 Penalty: 2868.927002
	Iteration 23Q: 3 clusters Score -418324.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -418330.031250 Penalty: 2868.927002
	Iteration 24Q: 3 clusters Score -418330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -418333.781250 Penalty: 2868.927002
	Iteration 25Q: 3 clusters Score -418333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -418334.875000 Penalty: 2868.927002
	Iteration 26Q: 3 clusters Score -418334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -418334.625000 Penalty: 2868.927002
	Iteration 27Q: 3 clusters Score -418334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -418335.250000 Penalty: 2868.927002
	Iteration 28Q: 3 clusters Score -418335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -418337.218750 Penalty: 2868.927002
	Iteration 29Q: 3 clusters Score -418337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -418338.125000 Penalty: 2868.927002
	Iteration 30Q: 3 clusters Score -418338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -418337.812500 Penalty: 2868.927002
	Iteration 31Q: 3 clusters Score -418337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -418338.031250 Penalty: 2868.927002
	Iteration 32Q: 3 clusters Score -418338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -418339.625000 Penalty: 2868.927002
	Iteration 33Q: 3 clusters Score -418339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -418340.718750 Penalty: 2868.927002
	Iteration 34Q: 3 clusters Score -418340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -418340.718750 Penalty: 2868.927002
	Iteration 35F: 3 clusters Score -418340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -228757.593750 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -228757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -225018.421875 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -225018.4 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -226191.921875 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -226191.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -226538.843750 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -226538.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -226858.000000 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -226858 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -227174.234375 Penalty: 2744.292725
	Iteration 4F: 3 clusters Score -227174.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -227510.890625 Penalty: 2744.292725
	Iteration 5F: 3 clusters Score -227510.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -227790.421875 Penalty: 2744.292725
	Iteration 6F: 3 clusters Score -227790.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -228009.546875 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -228009.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -228126.093750 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -228126.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -228171.718750 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -228171.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -228203.468750 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -228203.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -228225.109375 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -228225.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -228252.687500 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -228252.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -228295.140625 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -228295.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -228332.781250 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -228332.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -228371.468750 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -228371.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -228396.250000 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -228396.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -228413.812500 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -228413.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -228427.968750 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -228428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -228437.937500 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -228437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -228442.531250 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -228442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -228445.390625 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -228445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -228445.859375 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -228445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -228446.218750 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -228446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -228446.328125 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -228446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -228446.859375 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -228446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -228446.796875 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -228446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -228446.796875 Penalty: 2744.292725
	Iteration 27F: 3 clusters Score -228446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -197830.875000 Penalty: 1312.079956
	Iteration 0F: 2 clusters Score -197830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -194978.875000 Penalty: 2624.159912
	Iteration 0F: 3 clusters Score -194978.9 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -195671.468750 Penalty: 2624.159912
	Iteration 1F: 3 clusters Score -195671.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -195832.218750 Penalty: 2624.159912
	Iteration 2F: 3 clusters Score -195832.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -195920.437500 Penalty: 2624.159912
	Iteration 3F: 3 clusters Score -195920.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -195983.484375 Penalty: 2624.159912
	Iteration 4Q: 3 clusters Score -195983.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -196026.125000 Penalty: 2624.159912
	Iteration 5Q: 3 clusters Score -196026.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196054.093750 Penalty: 2624.159912
	Iteration 6Q: 3 clusters Score -196054.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -196075.671875 Penalty: 2624.159912
	Iteration 7Q: 3 clusters Score -196075.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -196089.718750 Penalty: 2624.159912
	Iteration 8Q: 3 clusters Score -196089.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -196098.562500 Penalty: 2624.159912
	Iteration 9Q: 3 clusters Score -196098.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -196103.921875 Penalty: 2624.159912
	Iteration 10Q: 3 clusters Score -196103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -196106.500000 Penalty: 2624.159912
	Iteration 11Q: 3 clusters Score -196106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -196108.656250 Penalty: 2624.159912
	Iteration 12Q: 3 clusters Score -196108.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -196110.500000 Penalty: 2624.159912
	Iteration 13Q: 3 clusters Score -196110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -196110.687500 Penalty: 2624.159912
	Iteration 14Q: 3 clusters Score -196110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -196112.078125 Penalty: 2624.159912
	Iteration 15Q: 3 clusters Score -196112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -196113.890625 Penalty: 2624.159912
	Iteration 16Q: 3 clusters Score -196113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -196115.375000 Penalty: 2624.159912
	Iteration 17Q: 3 clusters Score -196115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -196116.250000 Penalty: 2624.159912
	Iteration 18Q: 3 clusters Score -196116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -196118.421875 Penalty: 2624.159912
	Iteration 19Q: 3 clusters Score -196118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -196119.406250 Penalty: 2624.159912
	Iteration 20F: 3 clusters Score -196119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -196119.734375 Penalty: 2624.159912
	Iteration 21Q: 3 clusters Score -196119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -196120.671875 Penalty: 2624.159912
	Iteration 22Q: 3 clusters Score -196120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -196120.640625 Penalty: 2624.159912
	Iteration 23Q: 3 clusters Score -196120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -196121.546875 Penalty: 2624.159912
	Iteration 24Q: 3 clusters Score -196121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -196122.218750 Penalty: 2624.159912
	Iteration 25Q: 3 clusters Score -196122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -196122.390625 Penalty: 2624.159912
	Iteration 26Q: 3 clusters Score -196122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -196123.218750 Penalty: 2624.159912
	Iteration 27Q: 3 clusters Score -196123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -196123.828125 Penalty: 2624.159912
	Iteration 28Q: 3 clusters Score -196123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -196124.359375 Penalty: 2624.159912
	Iteration 29Q: 3 clusters Score -196124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -196124.984375 Penalty: 2624.159912
	Iteration 30Q: 3 clusters Score -196125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -196124.984375 Penalty: 2624.159912
	Iteration 31F: 3 clusters Score -196125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Entering Unmasked Estep 
Score: -1435268.750000 Penalty: 1639.687012
	Iteration 0F: 2 clusters Score -1435269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1418929.375000 Penalty: 3279.374023
	Iteration 0F: 3 clusters Score -1418929 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1425060.875000 Penalty: 3279.374023
	Iteration 1F: 3 clusters Score -1425061 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1425746.500000 Penalty: 3279.374023
	Iteration 2F: 3 clusters Score -1425746 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1426533.250000 Penalty: 3279.374023
	Iteration 3F: 3 clusters Score -1426533 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1427461.375000 Penalty: 3279.374023
	Iteration 4F: 3 clusters Score -1427461 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1428386.500000 Penalty: 3279.374023
	Iteration 5F: 3 clusters Score -1428386 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1429185.000000 Penalty: 3279.374023
	Iteration 6F: 3 clusters Score -1429185 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1429769.875000 Penalty: 3279.374023
	Iteration 7F: 3 clusters Score -1429770 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1430110.625000 Penalty: 3279.374023
	Iteration 8Q: 3 clusters Score -1430111 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1430350.000000 Penalty: 3279.374023
	Iteration 9Q: 3 clusters Score -1430350 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1430487.125000 Penalty: 3279.374023
	Iteration 10Q: 3 clusters Score -1430487 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1430599.250000 Penalty: 3279.374023
	Iteration 11Q: 3 clusters Score -1430599 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1430676.375000 Penalty: 3279.374023
	Iteration 12Q: 3 clusters Score -1430676 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1430731.875000 Penalty: 3279.374023
	Iteration 13Q: 3 clusters Score -1430732 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1430762.125000 Penalty: 3279.374023
	Iteration 14Q: 3 clusters Score -1430762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1430791.875000 Penalty: 3279.374023
	Iteration 15Q: 3 clusters Score -1430792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1430817.375000 Penalty: 3279.374023
	Iteration 16Q: 3 clusters Score -1430817 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1430856.375000 Penalty: 3279.374023
	Iteration 17Q: 3 clusters Score -1430856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1430885.625000 Penalty: 3279.374023
	Iteration 18Q: 3 clusters Score -1430886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1430916.375000 Penalty: 3279.374023
	Iteration 19Q: 3 clusters Score -1430916 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1430952.875000 Penalty: 3279.374023
	Iteration 20F: 3 clusters Score -1430953 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1430991.625000 Penalty: 3279.374023
	Iteration 21Q: 3 clusters Score -1430992 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1431040.250000 Penalty: 3279.374023
	Iteration 22Q: 3 clusters Score -1431040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1431101.375000 Penalty: 3279.374023
	Iteration 23Q: 3 clusters Score -1431101 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1431177.625000 Penalty: 3279.374023
	Iteration 24Q: 3 clusters Score -1431178 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1431275.125000 Penalty: 3279.374023
	Iteration 25Q: 3 clusters Score -1431275 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1431377.000000 Penalty: 3279.374023
	Iteration 26Q: 3 clusters Score -1431377 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1431504.625000 Penalty: 3279.374023
	Iteration 27Q: 3 clusters Score -1431505 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1431669.500000 Penalty: 3279.374023
	Iteration 28Q: 3 clusters Score -1431670 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1431876.250000 Penalty: 3279.374023
	Iteration 29Q: 3 clusters Score -1431876 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1432076.000000 Penalty: 3279.374023
	Iteration 30Q: 3 clusters Score -1432076 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1432307.000000 Penalty: 3279.374023
	Iteration 31Q: 3 clusters Score -1432307 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1432583.500000 Penalty: 3279.374023
	Iteration 32Q: 3 clusters Score -1432584 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1432853.375000 Penalty: 3279.374023
	Iteration 33Q: 3 clusters Score -1432853 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1433123.625000 Penalty: 3279.374023
	Iteration 34Q: 3 clusters Score -1433124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1433343.625000 Penalty: 3279.374023
	Iteration 35Q: 3 clusters Score -1433344 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1433489.375000 Penalty: 3279.374023
	Iteration 36Q: 3 clusters Score -1433489 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -1433623.875000 Penalty: 3279.374023
	Iteration 37Q: 3 clusters Score -1433624 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1433731.125000 Penalty: 3279.374023
	Iteration 38Q: 3 clusters Score -1433731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1433799.375000 Penalty: 3279.374023
	Iteration 39Q: 3 clusters Score -1433799 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -1433878.125000 Penalty: 3279.374023
	Iteration 40F: 3 clusters Score -1433878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1433937.625000 Penalty: 3279.374023
	Iteration 41Q: 3 clusters Score -1433938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -1433993.750000 Penalty: 3279.374023
	Iteration 42Q: 3 clusters Score -1433994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1434036.500000 Penalty: 3279.374023
	Iteration 43Q: 3 clusters Score -1434036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -1434080.500000 Penalty: 3279.374023
	Iteration 44Q: 3 clusters Score -1434080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -1434106.500000 Penalty: 3279.374023
	Iteration 45Q: 3 clusters Score -1434106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1434133.875000 Penalty: 3279.374023
	Iteration 46Q: 3 clusters Score -1434134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -1434157.250000 Penalty: 3279.374023
	Iteration 47Q: 3 clusters Score -1434157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -1434186.875000 Penalty: 3279.374023
	Iteration 48Q: 3 clusters Score -1434187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1434207.125000 Penalty: 3279.374023
	Iteration 49Q: 3 clusters Score -1434207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1434224.000000 Penalty: 3279.374023
	Iteration 50Q: 3 clusters Score -1434224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -1434241.625000 Penalty: 3279.374023
	Iteration 51Q: 3 clusters Score -1434242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -1434249.750000 Penalty: 3279.374023
	Iteration 52Q: 3 clusters Score -1434250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -1434259.750000 Penalty: 3279.374023
	Iteration 53Q: 3 clusters Score -1434260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -1434263.375000 Penalty: 3279.374023
	Iteration 54Q: 3 clusters Score -1434263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -1434272.500000 Penalty: 3279.374023
	Iteration 55Q: 3 clusters Score -1434272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1434281.125000 Penalty: 3279.374023
	Iteration 56Q: 3 clusters Score -1434281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1434291.750000 Penalty: 3279.374023
	Iteration 57Q: 3 clusters Score -1434292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1434293.000000 Penalty: 3279.374023
	Iteration 58Q: 3 clusters Score -1434293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1434296.625000 Penalty: 3279.374023
	Iteration 59Q: 3 clusters Score -1434297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1434300.375000 Penalty: 3279.374023
	Iteration 60F: 3 clusters Score -1434300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1434306.125000 Penalty: 3279.374023
	Iteration 61Q: 3 clusters Score -1434306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -1434308.750000 Penalty: 3279.374023
	Iteration 62Q: 3 clusters Score -1434309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -1434312.500000 Penalty: 3279.374023
	Iteration 63Q: 3 clusters Score -1434312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1434318.000000 Penalty: 3279.374023
	Iteration 64Q: 3 clusters Score -1434318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -1434322.500000 Penalty: 3279.374023
	Iteration 65Q: 3 clusters Score -1434322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1434325.375000 Penalty: 3279.374023
	Iteration 66Q: 3 clusters Score -1434325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1434330.250000 Penalty: 3279.374023
	Iteration 67Q: 3 clusters Score -1434330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -1434331.750000 Penalty: 3279.374023
	Iteration 68Q: 3 clusters Score -1434332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -1434335.500000 Penalty: 3279.374023
	Iteration 69Q: 3 clusters Score -1434336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1434340.500000 Penalty: 3279.374023
	Iteration 70Q: 3 clusters Score -1434340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1434346.875000 Penalty: 3279.374023
	Iteration 71Q: 3 clusters Score -1434347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1434351.375000 Penalty: 3279.374023
	Iteration 72Q: 3 clusters Score -1434351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -1434354.500000 Penalty: 3279.374023
	Iteration 73Q: 3 clusters Score -1434354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1434356.125000 Penalty: 3279.374023
	Iteration 74Q: 3 clusters Score -1434356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -1434365.500000 Penalty: 3279.374023
	Iteration 75Q: 3 clusters Score -1434366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -1434370.250000 Penalty: 3279.374023
	Iteration 76Q: 3 clusters Score -1434370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -1434372.750000 Penalty: 3279.374023
	Iteration 77Q: 3 clusters Score -1434373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -1434374.625000 Penalty: 3279.374023
	Iteration 78Q: 3 clusters Score -1434375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -1434378.125000 Penalty: 3279.374023
	Iteration 79Q: 3 clusters Score -1434378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -1434380.250000 Penalty: 3279.374023
	Iteration 80F: 3 clusters Score -1434380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -1434380.875000 Penalty: 3279.374023
	Iteration 81Q: 3 clusters Score -1434381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -1434383.250000 Penalty: 3279.374023
	Iteration 82Q: 3 clusters Score -1434383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -1434384.750000 Penalty: 3279.374023
	Iteration 83Q: 3 clusters Score -1434385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1434385.500000 Penalty: 3279.374023
	Iteration 84Q: 3 clusters Score -1434386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -1434386.250000 Penalty: 3279.374023
	Iteration 85Q: 3 clusters Score -1434386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -1434388.125000 Penalty: 3279.374023
	Iteration 86Q: 3 clusters Score -1434388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1434387.750000 Penalty: 3279.374023
	Iteration 87Q: 3 clusters Score -1434388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1434387.750000 Penalty: 3279.374023
	Iteration 88F: 3 clusters Score -1434388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -72561.398438 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -72561.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70917.312500 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -70917.31 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71209.812500 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -71209.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71292.492188 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -71292.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71341.367188 Penalty: 2326.010742
	Iteration 3Q: 3 clusters Score -71341.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71370.195312 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -71370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -71383.703125 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -71383.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -71395.437500 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -71395.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -71409.445312 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -71409.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71416.062500 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -71416.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71420.625000 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -71420.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71423.640625 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -71423.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -71425.210938 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -71425.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71426.906250 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -71426.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71430.445312 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -71430.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -71433.382812 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -71433.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71435.718750 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -71435.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71438.273438 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -71438.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71443.562500 Penalty: 2326.010742
	Iteration 17Q: 3 clusters Score -71443.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71448.398438 Penalty: 2326.010742
	Iteration 18Q: 3 clusters Score -71448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71451.148438 Penalty: 2326.010742
	Iteration 19Q: 3 clusters Score -71451.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71452.164062 Penalty: 2326.010742
	Iteration 20F: 3 clusters Score -71452.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71452.937500 Penalty: 2326.010742
	Iteration 21Q: 3 clusters Score -71452.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71453.734375 Penalty: 2326.010742
	Iteration 22Q: 3 clusters Score -71453.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71454.140625 Penalty: 2326.010742
	Iteration 23Q: 3 clusters Score -71454.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71454.140625 Penalty: 2326.010742
	Iteration 24F: 3 clusters Score -71454.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -615885.625000 Penalty: 1502.474609
	Iteration 0F: 2 clusters Score -615885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -608495.187500 Penalty: 3004.949219
	Iteration 0F: 3 clusters Score -608495.2 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -611008.500000 Penalty: 3004.949219
	Iteration 1F: 3 clusters Score -611008.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -611387.625000 Penalty: 3004.949219
	Iteration 2F: 3 clusters Score -611387.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -611747.000000 Penalty: 3004.949219
	Iteration 3F: 3 clusters Score -611747 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -612083.625000 Penalty: 3004.949219
	Iteration 4F: 3 clusters Score -612083.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -612416.687500 Penalty: 3004.949219
	Iteration 5F: 3 clusters Score -612416.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -612687.750000 Penalty: 3004.949219
	Iteration 6Q: 3 clusters Score -612687.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -612913.625000 Penalty: 3004.949219
	Iteration 7Q: 3 clusters Score -612913.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -613113.187500 Penalty: 3004.949219
	Iteration 8Q: 3 clusters Score -613113.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -613298.187500 Penalty: 3004.949219
	Iteration 9Q: 3 clusters Score -613298.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -613461.312500 Penalty: 3004.949219
	Iteration 10Q: 3 clusters Score -613461.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -613593.250000 Penalty: 3004.949219
	Iteration 11Q: 3 clusters Score -613593.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -613715.187500 Penalty: 3004.949219
	Iteration 12Q: 3 clusters Score -613715.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -613796.812500 Penalty: 3004.949219
	Iteration 13Q: 3 clusters Score -613796.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -613857.062500 Penalty: 3004.949219
	Iteration 14Q: 3 clusters Score -613857.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -613919.562500 Penalty: 3004.949219
	Iteration 15Q: 3 clusters Score -613919.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -613973.750000 Penalty: 3004.949219
	Iteration 16Q: 3 clusters Score -613973.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -614024.125000 Penalty: 3004.949219
	Iteration 17Q: 3 clusters Score -614024.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -614069.812500 Penalty: 3004.949219
	Iteration 18Q: 3 clusters Score -614069.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -614097.062500 Penalty: 3004.949219
	Iteration 19Q: 3 clusters Score -614097.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -614120.125000 Penalty: 3004.949219
	Iteration 20F: 3 clusters Score -614120.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -614142.687500 Penalty: 3004.949219
	Iteration 21Q: 3 clusters Score -614142.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -614159.062500 Penalty: 3004.949219
	Iteration 22Q: 3 clusters Score -614159.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -614165.250000 Penalty: 3004.949219
	Iteration 23Q: 3 clusters Score -614165.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -614170.750000 Penalty: 3004.949219
	Iteration 24Q: 3 clusters Score -614170.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -614178.750000 Penalty: 3004.949219
	Iteration 25Q: 3 clusters Score -614178.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -614183.437500 Penalty: 3004.949219
	Iteration 26Q: 3 clusters Score -614183.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -614185.500000 Penalty: 3004.949219
	Iteration 27Q: 3 clusters Score -614185.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -614188.937500 Penalty: 3004.949219
	Iteration 28Q: 3 clusters Score -614188.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -614192.937500 Penalty: 3004.949219
	Iteration 29Q: 3 clusters Score -614192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -614195.562500 Penalty: 3004.949219
	Iteration 30Q: 3 clusters Score -614195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -614197.937500 Penalty: 3004.949219
	Iteration 31Q: 3 clusters Score -614197.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -614198.125000 Penalty: 3004.949219
	Iteration 32Q: 3 clusters Score -614198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -614200.687500 Penalty: 3004.949219
	Iteration 33Q: 3 clusters Score -614200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -614202.437500 Penalty: 3004.949219
	Iteration 34Q: 3 clusters Score -614202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -614204.062500 Penalty: 3004.949219
	Iteration 35Q: 3 clusters Score -614204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -614204.687500 Penalty: 3004.949219
	Iteration 36Q: 3 clusters Score -614204.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -614206.625000 Penalty: 3004.949219
	Iteration 37Q: 3 clusters Score -614206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -614208.375000 Penalty: 3004.949219
	Iteration 38Q: 3 clusters Score -614208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -614209.812500 Penalty: 3004.949219
	Iteration 39Q: 3 clusters Score -614209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -614208.875000 Penalty: 3004.949219
	Iteration 40F: 3 clusters Score -614208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -614209.312500 Penalty: 3004.949219
	Iteration 41Q: 3 clusters Score -614209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -614209.312500 Penalty: 3004.949219
	Iteration 42F: 3 clusters Score -614209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -210474.890625 Penalty: 1356.791260
	Iteration 0F: 2 clusters Score -210474.9 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 2131 members 
Entering Unmasked Estep 
Score: -206960.500000 Penalty: 2713.582520
	Iteration 0F: 3 clusters Score -206960.5 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -207940.156250 Penalty: 2713.582520
	Iteration 1F: 3 clusters Score -207940.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -208230.781250 Penalty: 2713.582520
	Iteration 2F: 3 clusters Score -208230.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -208476.078125 Penalty: 2713.582520
	Iteration 3F: 3 clusters Score -208476.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -208707.375000 Penalty: 2713.582520
	Iteration 4F: 3 clusters Score -208707.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -208926.203125 Penalty: 2713.582520
	Iteration 5F: 3 clusters Score -208926.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -209146.953125 Penalty: 2713.582520
	Iteration 6F: 3 clusters Score -209147 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -209352.984375 Penalty: 2713.582520
	Iteration 7F: 3 clusters Score -209353 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -209527.687500 Penalty: 2713.582520
	Iteration 8Q: 3 clusters Score -209527.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209689.015625 Penalty: 2713.582520
	Iteration 9Q: 3 clusters Score -209689 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -209840.500000 Penalty: 2713.582520
	Iteration 10Q: 3 clusters Score -209840.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -209971.109375 Penalty: 2713.582520
	Iteration 11Q: 3 clusters Score -209971.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -210076.578125 Penalty: 2713.582520
	Iteration 12Q: 3 clusters Score -210076.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -210134.328125 Penalty: 2713.582520
	Iteration 13Q: 3 clusters Score -210134.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -210169.187500 Penalty: 2713.582520
	Iteration 14Q: 3 clusters Score -210169.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -210190.390625 Penalty: 2713.582520
	Iteration 15Q: 3 clusters Score -210190.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -210203.156250 Penalty: 2713.582520
	Iteration 16Q: 3 clusters Score -210203.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -210211.453125 Penalty: 2713.582520
	Iteration 17Q: 3 clusters Score -210211.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -210220.078125 Penalty: 2713.582520
	Iteration 18Q: 3 clusters Score -210220.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -210230.281250 Penalty: 2713.582520
	Iteration 19Q: 3 clusters Score -210230.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -210237.953125 Penalty: 2713.582520
	Iteration 20F: 3 clusters Score -210238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -210245.562500 Penalty: 2713.582520
	Iteration 21Q: 3 clusters Score -210245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -210250.968750 Penalty: 2713.582520
	Iteration 22Q: 3 clusters Score -210251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -210253.390625 Penalty: 2713.582520
	Iteration 23Q: 3 clusters Score -210253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -210253.687500 Penalty: 2713.582520
	Iteration 24Q: 3 clusters Score -210253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -210254.703125 Penalty: 2713.582520
	Iteration 25Q: 3 clusters Score -210254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -210256.265625 Penalty: 2713.582520
	Iteration 26Q: 3 clusters Score -210256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -210257.875000 Penalty: 2713.582520
	Iteration 27Q: 3 clusters Score -210257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -210258.281250 Penalty: 2713.582520
	Iteration 28Q: 3 clusters Score -210258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -210259.000000 Penalty: 2713.582520
	Iteration 29Q: 3 clusters Score -210259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -210259.000000 Penalty: 2713.582520
	Iteration 30F: 3 clusters Score -210259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Entering Unmasked Estep 
Score: -496054.312500 Penalty: 1470.595581
	Iteration 0F: 2 clusters Score -496054.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -489835.343750 Penalty: 2941.191162
	Iteration 0F: 3 clusters Score -489835.3 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -491809.500000 Penalty: 2941.191162
	Iteration 1F: 3 clusters Score -491809.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -492084.343750 Penalty: 2941.191162
	Iteration 2F: 3 clusters Score -492084.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -492293.593750 Penalty: 2941.191162
	Iteration 3F: 3 clusters Score -492293.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -492454.187500 Penalty: 2941.191162
	Iteration 4Q: 3 clusters Score -492454.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -492600.062500 Penalty: 2941.191162
	Iteration 5Q: 3 clusters Score -492600.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -492731.500000 Penalty: 2941.191162
	Iteration 6Q: 3 clusters Score -492731.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -492858.875000 Penalty: 2941.191162
	Iteration 7Q: 3 clusters Score -492858.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -492998.812500 Penalty: 2941.191162
	Iteration 8Q: 3 clusters Score -492998.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -493136.812500 Penalty: 2941.191162
	Iteration 9Q: 3 clusters Score -493136.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -493257.562500 Penalty: 2941.191162
	Iteration 10Q: 3 clusters Score -493257.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -493387.218750 Penalty: 2941.191162
	Iteration 11Q: 3 clusters Score -493387.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -493519.437500 Penalty: 2941.191162
	Iteration 12Q: 3 clusters Score -493519.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -493657.968750 Penalty: 2941.191162
	Iteration 13Q: 3 clusters Score -493658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -493796.312500 Penalty: 2941.191162
	Iteration 14Q: 3 clusters Score -493796.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -493971.437500 Penalty: 2941.191162
	Iteration 15Q: 3 clusters Score -493971.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -494154.468750 Penalty: 2941.191162
	Iteration 16Q: 3 clusters Score -494154.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -494305.375000 Penalty: 2941.191162
	Iteration 17Q: 3 clusters Score -494305.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -494437.812500 Penalty: 2941.191162
	Iteration 18Q: 3 clusters Score -494437.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -494569.156250 Penalty: 2941.191162
	Iteration 19Q: 3 clusters Score -494569.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -494705.093750 Penalty: 2941.191162
	Iteration 20F: 3 clusters Score -494705.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -494791.656250 Penalty: 2941.191162
	Iteration 21Q: 3 clusters Score -494791.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -494854.968750 Penalty: 2941.191162
	Iteration 22Q: 3 clusters Score -494855 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -494892.250000 Penalty: 2941.191162
	Iteration 23Q: 3 clusters Score -494892.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -494912.062500 Penalty: 2941.191162
	Iteration 24Q: 3 clusters Score -494912.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -494927.843750 Penalty: 2941.191162
	Iteration 25Q: 3 clusters Score -494927.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -494939.656250 Penalty: 2941.191162
	Iteration 26Q: 3 clusters Score -494939.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -494947.343750 Penalty: 2941.191162
	Iteration 27Q: 3 clusters Score -494947.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -494954.031250 Penalty: 2941.191162
	Iteration 28Q: 3 clusters Score -494954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -494960.843750 Penalty: 2941.191162
	Iteration 29Q: 3 clusters Score -494960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -494967.687500 Penalty: 2941.191162
	Iteration 30Q: 3 clusters Score -494967.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -494970.781250 Penalty: 2941.191162
	Iteration 31Q: 3 clusters Score -494970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -494972.562500 Penalty: 2941.191162
	Iteration 32Q: 3 clusters Score -494972.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -494975.031250 Penalty: 2941.191162
	Iteration 33Q: 3 clusters Score -494975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -494977.250000 Penalty: 2941.191162
	Iteration 34Q: 3 clusters Score -494977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -494978.562500 Penalty: 2941.191162
	Iteration 35Q: 3 clusters Score -494978.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -494981.062500 Penalty: 2941.191162
	Iteration 36Q: 3 clusters Score -494981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -494986.562500 Penalty: 2941.191162
	Iteration 37Q: 3 clusters Score -494986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -494988.343750 Penalty: 2941.191162
	Iteration 38Q: 3 clusters Score -494988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -494989.656250 Penalty: 2941.191162
	Iteration 39Q: 3 clusters Score -494989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -494991.125000 Penalty: 2941.191162
	Iteration 40F: 3 clusters Score -494991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -494990.968750 Penalty: 2941.191162
	Iteration 41Q: 3 clusters Score -494991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -494994.562500 Penalty: 2941.191162
	Iteration 42Q: 3 clusters Score -494994.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -494997.375000 Penalty: 2941.191162
	Iteration 43Q: 3 clusters Score -494997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -494997.687500 Penalty: 2941.191162
	Iteration 44Q: 3 clusters Score -494997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -494996.343750 Penalty: 2941.191162
	Iteration 45Q: 3 clusters Score -494996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -494998.843750 Penalty: 2941.191162
	Iteration 46Q: 3 clusters Score -494998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -494998.781250 Penalty: 2941.191162
	Iteration 47Q: 3 clusters Score -494998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -494998.000000 Penalty: 2941.191162
	Iteration 48Q: 3 clusters Score -494998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -494999.031250 Penalty: 2941.191162
	Iteration 49Q: 3 clusters Score -494999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -495000.343750 Penalty: 2941.191162
	Iteration 50Q: 3 clusters Score -495000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -495001.343750 Penalty: 2941.191162
	Iteration 51Q: 3 clusters Score -495001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -495001.687500 Penalty: 2941.191162
	Iteration 52Q: 3 clusters Score -495001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -495001.562500 Penalty: 2941.191162
	Iteration 53Q: 3 clusters Score -495001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -495002.218750 Penalty: 2941.191162
	Iteration 54Q: 3 clusters Score -495002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -495002.218750 Penalty: 2941.191162
	Iteration 55F: 3 clusters Score -495002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -786725.312500 Penalty: 1554.324341
	Iteration 0F: 2 clusters Score -786725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -776861.625000 Penalty: 3108.648682
	Iteration 0F: 3 clusters Score -776861.6 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -780341.187500 Penalty: 3108.648682
	Iteration 1F: 3 clusters Score -780341.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -780662.250000 Penalty: 3108.648682
	Iteration 2F: 3 clusters Score -780662.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -780896.812500 Penalty: 3108.648682
	Iteration 3Q: 3 clusters Score -780896.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -781096.875000 Penalty: 3108.648682
	Iteration 4Q: 3 clusters Score -781096.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -781283.437500 Penalty: 3108.648682
	Iteration 5Q: 3 clusters Score -781283.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -781516.750000 Penalty: 3108.648682
	Iteration 6Q: 3 clusters Score -781516.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -781787.500000 Penalty: 3108.648682
	Iteration 7Q: 3 clusters Score -781787.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -782112.312500 Penalty: 3108.648682
	Iteration 8Q: 3 clusters Score -782112.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -782504.687500 Penalty: 3108.648682
	Iteration 9Q: 3 clusters Score -782504.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -782972.250000 Penalty: 3108.648682
	Iteration 10Q: 3 clusters Score -782972.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -783466.125000 Penalty: 3108.648682
	Iteration 11Q: 3 clusters Score -783466.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -783833.875000 Penalty: 3108.648682
	Iteration 12Q: 3 clusters Score -783833.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -784136.187500 Penalty: 3108.648682
	Iteration 13Q: 3 clusters Score -784136.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -784375.937500 Penalty: 3108.648682
	Iteration 14Q: 3 clusters Score -784375.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -784551.625000 Penalty: 3108.648682
	Iteration 15Q: 3 clusters Score -784551.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -784720.062500 Penalty: 3108.648682
	Iteration 16Q: 3 clusters Score -784720.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -784886.875000 Penalty: 3108.648682
	Iteration 17Q: 3 clusters Score -784886.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -785043.500000 Penalty: 3108.648682
	Iteration 18Q: 3 clusters Score -785043.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -785170.312500 Penalty: 3108.648682
	Iteration 19Q: 3 clusters Score -785170.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -785290.937500 Penalty: 3108.648682
	Iteration 20F: 3 clusters Score -785290.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -785414.562500 Penalty: 3108.648682
	Iteration 21Q: 3 clusters Score -785414.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -785528.625000 Penalty: 3108.648682
	Iteration 22Q: 3 clusters Score -785528.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -785638.687500 Penalty: 3108.648682
	Iteration 23Q: 3 clusters Score -785638.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -785746.000000 Penalty: 3108.648682
	Iteration 24Q: 3 clusters Score -785746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -785822.562500 Penalty: 3108.648682
	Iteration 25Q: 3 clusters Score -785822.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -785888.937500 Penalty: 3108.648682
	Iteration 26Q: 3 clusters Score -785888.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -785938.375000 Penalty: 3108.648682
	Iteration 27Q: 3 clusters Score -785938.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -785972.125000 Penalty: 3108.648682
	Iteration 28Q: 3 clusters Score -785972.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -785993.062500 Penalty: 3108.648682
	Iteration 29Q: 3 clusters Score -785993.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -786007.125000 Penalty: 3108.648682
	Iteration 30Q: 3 clusters Score -786007.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -786017.500000 Penalty: 3108.648682
	Iteration 31Q: 3 clusters Score -786017.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -786031.687500 Penalty: 3108.648682
	Iteration 32Q: 3 clusters Score -786031.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -786046.625000 Penalty: 3108.648682
	Iteration 33Q: 3 clusters Score -786046.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -786055.375000 Penalty: 3108.648682
	Iteration 34Q: 3 clusters Score -786055.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -786063.000000 Penalty: 3108.648682
	Iteration 35Q: 3 clusters Score -786063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -786070.625000 Penalty: 3108.648682
	Iteration 36Q: 3 clusters Score -786070.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -786076.437500 Penalty: 3108.648682
	Iteration 37Q: 3 clusters Score -786076.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -786083.750000 Penalty: 3108.648682
	Iteration 38Q: 3 clusters Score -786083.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -786086.250000 Penalty: 3108.648682
	Iteration 39Q: 3 clusters Score -786086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -786089.125000 Penalty: 3108.648682
	Iteration 40F: 3 clusters Score -786089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -786090.000000 Penalty: 3108.648682
	Iteration 41Q: 3 clusters Score -786090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -786094.062500 Penalty: 3108.648682
	Iteration 42Q: 3 clusters Score -786094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -786093.687500 Penalty: 3108.648682
	Iteration 43Q: 3 clusters Score -786093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -786095.750000 Penalty: 3108.648682
	Iteration 44Q: 3 clusters Score -786095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -786098.437500 Penalty: 3108.648682
	Iteration 45Q: 3 clusters Score -786098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -786097.000000 Penalty: 3108.648682
	Iteration 46Q: 3 clusters Score -786097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -786100.437500 Penalty: 3108.648682
	Iteration 47Q: 3 clusters Score -786100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -786100.437500 Penalty: 3108.648682
	Iteration 48Q: 3 clusters Score -786100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -786105.375000 Penalty: 3108.648682
	Iteration 49Q: 3 clusters Score -786105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -786107.750000 Penalty: 3108.648682
	Iteration 50Q: 3 clusters Score -786107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -786106.562500 Penalty: 3108.648682
	Iteration 51Q: 3 clusters Score -786106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -786107.500000 Penalty: 3108.648682
	Iteration 52Q: 3 clusters Score -786107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -786108.687500 Penalty: 3108.648682
	Iteration 53Q: 3 clusters Score -786108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -786111.375000 Penalty: 3108.648682
	Iteration 54Q: 3 clusters Score -786111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -786113.000000 Penalty: 3108.648682
	Iteration 55Q: 3 clusters Score -786113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -786115.187500 Penalty: 3108.648682
	Iteration 56Q: 3 clusters Score -786115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -786114.687500 Penalty: 3108.648682
	Iteration 57Q: 3 clusters Score -786114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -786115.375000 Penalty: 3108.648682
	Iteration 58Q: 3 clusters Score -786115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -786115.375000 Penalty: 3108.648682
	Iteration 59F: 3 clusters Score -786115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -214392.140625 Penalty: 1345.903564
	Iteration 0F: 2 clusters Score -214392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -211009.937500 Penalty: 2691.807129
	Iteration 0F: 3 clusters Score -211009.9 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -211951.437500 Penalty: 2691.807129
	Iteration 1F: 3 clusters Score -211951.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -212165.281250 Penalty: 2691.807129
	Iteration 2F: 3 clusters Score -212165.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -212309.125000 Penalty: 2691.807129
	Iteration 3F: 3 clusters Score -212309.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -212405.890625 Penalty: 2691.807129
	Iteration 4Q: 3 clusters Score -212405.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -212487.953125 Penalty: 2691.807129
	Iteration 5Q: 3 clusters Score -212488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -212544.812500 Penalty: 2691.807129
	Iteration 6Q: 3 clusters Score -212544.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -212590.312500 Penalty: 2691.807129
	Iteration 7Q: 3 clusters Score -212590.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -212631.734375 Penalty: 2691.807129
	Iteration 8Q: 3 clusters Score -212631.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -212663.531250 Penalty: 2691.807129
	Iteration 9Q: 3 clusters Score -212663.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -212686.031250 Penalty: 2691.807129
	Iteration 10Q: 3 clusters Score -212686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -212704.781250 Penalty: 2691.807129
	Iteration 11Q: 3 clusters Score -212704.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -212722.781250 Penalty: 2691.807129
	Iteration 12Q: 3 clusters Score -212722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -212736.343750 Penalty: 2691.807129
	Iteration 13Q: 3 clusters Score -212736.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -212756.359375 Penalty: 2691.807129
	Iteration 14Q: 3 clusters Score -212756.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -212768.734375 Penalty: 2691.807129
	Iteration 15Q: 3 clusters Score -212768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -212777.171875 Penalty: 2691.807129
	Iteration 16Q: 3 clusters Score -212777.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -212787.218750 Penalty: 2691.807129
	Iteration 17Q: 3 clusters Score -212787.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -212798.484375 Penalty: 2691.807129
	Iteration 18Q: 3 clusters Score -212798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -212807.968750 Penalty: 2691.807129
	Iteration 19Q: 3 clusters Score -212808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -212815.953125 Penalty: 2691.807129
	Iteration 20F: 3 clusters Score -212816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -212822.937500 Penalty: 2691.807129
	Iteration 21Q: 3 clusters Score -212822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212828.187500 Penalty: 2691.807129
	Iteration 22Q: 3 clusters Score -212828.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -212836.390625 Penalty: 2691.807129
	Iteration 23Q: 3 clusters Score -212836.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -212842.140625 Penalty: 2691.807129
	Iteration 24Q: 3 clusters Score -212842.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212846.859375 Penalty: 2691.807129
	Iteration 25Q: 3 clusters Score -212846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -212852.078125 Penalty: 2691.807129
	Iteration 26Q: 3 clusters Score -212852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -212855.500000 Penalty: 2691.807129
	Iteration 27Q: 3 clusters Score -212855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -212859.500000 Penalty: 2691.807129
	Iteration 28Q: 3 clusters Score -212859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -212864.093750 Penalty: 2691.807129
	Iteration 29Q: 3 clusters Score -212864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -212867.328125 Penalty: 2691.807129
	Iteration 30Q: 3 clusters Score -212867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -212869.078125 Penalty: 2691.807129
	Iteration 31Q: 3 clusters Score -212869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -212870.468750 Penalty: 2691.807129
	Iteration 32Q: 3 clusters Score -212870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -212871.671875 Penalty: 2691.807129
	Iteration 33Q: 3 clusters Score -212871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -212872.718750 Penalty: 2691.807129
	Iteration 34Q: 3 clusters Score -212872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -212875.484375 Penalty: 2691.807129
	Iteration 35Q: 3 clusters Score -212875.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -212878.265625 Penalty: 2691.807129
	Iteration 36Q: 3 clusters Score -212878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -212880.000000 Penalty: 2691.807129
	Iteration 37Q: 3 clusters Score -212880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -212880.859375 Penalty: 2691.807129
	Iteration 38Q: 3 clusters Score -212880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -212882.218750 Penalty: 2691.807129
	Iteration 39Q: 3 clusters Score -212882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -212882.984375 Penalty: 2691.807129
	Iteration 40F: 3 clusters Score -212883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212884.296875 Penalty: 2691.807129
	Iteration 41Q: 3 clusters Score -212884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -212884.515625 Penalty: 2691.807129
	Iteration 42Q: 3 clusters Score -212884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -212885.515625 Penalty: 2691.807129
	Iteration 43Q: 3 clusters Score -212885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -212885.515625 Penalty: 2691.807129
	Iteration 44Q: 3 clusters Score -212885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -212886.328125 Penalty: 2691.807129
	Iteration 45Q: 3 clusters Score -212886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -212887.375000 Penalty: 2691.807129
	Iteration 46Q: 3 clusters Score -212887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -212887.296875 Penalty: 2691.807129
	Iteration 47Q: 3 clusters Score -212887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -212887.296875 Penalty: 2691.807129
	Iteration 48F: 3 clusters Score -212887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -309635.937500 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -309635.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -305434.968750 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -305435 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -306660.906250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -306660.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -306868.562500 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -306868.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -307020.656250 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -307020.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -307137.281250 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -307137.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -307219.718750 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -307219.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -307299.562500 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -307299.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -307373.437500 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -307373.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -307444.468750 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -307444.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -307538.312500 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -307538.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -307614.593750 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -307614.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -307694.125000 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -307694.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -307781.406250 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -307781.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -307886.156250 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -307886.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -307992.031250 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -307992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -308078.062500 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -308078.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308151.312500 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -308151.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -308225.031250 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -308225 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -308296.250000 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -308296.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -308364.656250 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -308364.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -308418.968750 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -308419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -308464.156250 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -308464.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -308507.437500 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -308507.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308540.906250 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -308540.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -308571.437500 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -308571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -308586.625000 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -308586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -308599.906250 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -308599.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -308609.437500 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -308609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -308613.062500 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -308613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -308615.281250 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -308615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -308615.750000 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -308615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -308619.875000 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -308619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -308623.875000 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -308623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -308629.718750 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -308629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -308635.531250 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -308635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -308638.656250 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -308638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -308639.750000 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -308639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -308640.562500 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -308640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -308641.906250 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -308641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -308646.000000 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -308646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -308651.468750 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -308651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -308654.781250 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -308654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -308658.812500 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -308658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -308660.781250 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -308660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -308663.500000 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -308663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -308664.937500 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -308664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -308666.250000 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -308666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -308667.062500 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -308667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -308667.062500 Penalty: 2789.347168
	Iteration 48F: 3 clusters Score -308667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -217321.250000 Penalty: 1330.571655
	Iteration 0F: 2 clusters Score -217321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -214287.234375 Penalty: 2661.143311
	Iteration 0F: 3 clusters Score -214287.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -215020.515625 Penalty: 2661.143311
	Iteration 1F: 3 clusters Score -215020.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -215152.703125 Penalty: 2661.143311
	Iteration 2F: 3 clusters Score -215152.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -215236.859375 Penalty: 2661.143311
	Iteration 3Q: 3 clusters Score -215236.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -215290.140625 Penalty: 2661.143311
	Iteration 4Q: 3 clusters Score -215290.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -215337.015625 Penalty: 2661.143311
	Iteration 5Q: 3 clusters Score -215337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -215375.296875 Penalty: 2661.143311
	Iteration 6Q: 3 clusters Score -215375.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -215415.968750 Penalty: 2661.143311
	Iteration 7Q: 3 clusters Score -215416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -215444.828125 Penalty: 2661.143311
	Iteration 8Q: 3 clusters Score -215444.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -215469.625000 Penalty: 2661.143311
	Iteration 9Q: 3 clusters Score -215469.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -215492.703125 Penalty: 2661.143311
	Iteration 10Q: 3 clusters Score -215492.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -215516.421875 Penalty: 2661.143311
	Iteration 11Q: 3 clusters Score -215516.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -215535.015625 Penalty: 2661.143311
	Iteration 12Q: 3 clusters Score -215535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -215548.312500 Penalty: 2661.143311
	Iteration 13Q: 3 clusters Score -215548.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -215561.437500 Penalty: 2661.143311
	Iteration 14Q: 3 clusters Score -215561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -215571.593750 Penalty: 2661.143311
	Iteration 15Q: 3 clusters Score -215571.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -215579.484375 Penalty: 2661.143311
	Iteration 16Q: 3 clusters Score -215579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -215588.031250 Penalty: 2661.143311
	Iteration 17Q: 3 clusters Score -215588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -215596.968750 Penalty: 2661.143311
	Iteration 18Q: 3 clusters Score -215597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -215605.484375 Penalty: 2661.143311
	Iteration 19Q: 3 clusters Score -215605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215611.437500 Penalty: 2661.143311
	Iteration 20F: 3 clusters Score -215611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -215616.765625 Penalty: 2661.143311
	Iteration 21Q: 3 clusters Score -215616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -215624.250000 Penalty: 2661.143311
	Iteration 22Q: 3 clusters Score -215624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -215628.734375 Penalty: 2661.143311
	Iteration 23Q: 3 clusters Score -215628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -215632.140625 Penalty: 2661.143311
	Iteration 24Q: 3 clusters Score -215632.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -215638.593750 Penalty: 2661.143311
	Iteration 25Q: 3 clusters Score -215638.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -215647.859375 Penalty: 2661.143311
	Iteration 26Q: 3 clusters Score -215647.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -215660.671875 Penalty: 2661.143311
	Iteration 27Q: 3 clusters Score -215660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -215672.875000 Penalty: 2661.143311
	Iteration 28Q: 3 clusters Score -215672.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -215682.171875 Penalty: 2661.143311
	Iteration 29Q: 3 clusters Score -215682.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215689.218750 Penalty: 2661.143311
	Iteration 30Q: 3 clusters Score -215689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -215697.187500 Penalty: 2661.143311
	Iteration 31Q: 3 clusters Score -215697.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -215704.296875 Penalty: 2661.143311
	Iteration 32Q: 3 clusters Score -215704.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -215710.421875 Penalty: 2661.143311
	Iteration 33Q: 3 clusters Score -215710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -215715.781250 Penalty: 2661.143311
	Iteration 34Q: 3 clusters Score -215715.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -215726.312500 Penalty: 2661.143311
	Iteration 35Q: 3 clusters Score -215726.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215734.765625 Penalty: 2661.143311
	Iteration 36Q: 3 clusters Score -215734.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -215742.140625 Penalty: 2661.143311
	Iteration 37Q: 3 clusters Score -215742.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -215756.062500 Penalty: 2661.143311
	Iteration 38Q: 3 clusters Score -215756.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215766.734375 Penalty: 2661.143311
	Iteration 39Q: 3 clusters Score -215766.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215778.921875 Penalty: 2661.143311
	Iteration 40F: 3 clusters Score -215778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -215793.875000 Penalty: 2661.143311
	Iteration 41Q: 3 clusters Score -215793.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -215809.843750 Penalty: 2661.143311
	Iteration 42Q: 3 clusters Score -215809.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -215826.953125 Penalty: 2661.143311
	Iteration 43Q: 3 clusters Score -215827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215844.421875 Penalty: 2661.143311
	Iteration 44Q: 3 clusters Score -215844.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -215861.656250 Penalty: 2661.143311
	Iteration 45Q: 3 clusters Score -215861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215884.281250 Penalty: 2661.143311
	Iteration 46Q: 3 clusters Score -215884.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215919.015625 Penalty: 2661.143311
	Iteration 47Q: 3 clusters Score -215919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -215962.078125 Penalty: 2661.143311
	Iteration 48Q: 3 clusters Score -215962.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -216018.750000 Penalty: 2661.143311
	Iteration 49Q: 3 clusters Score -216018.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -216073.265625 Penalty: 2661.143311
	Iteration 50Q: 3 clusters Score -216073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -216118.031250 Penalty: 2661.143311
	Iteration 51Q: 3 clusters Score -216118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216163.234375 Penalty: 2661.143311
	Iteration 52Q: 3 clusters Score -216163.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216200.781250 Penalty: 2661.143311
	Iteration 53Q: 3 clusters Score -216200.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216223.765625 Penalty: 2661.143311
	Iteration 54Q: 3 clusters Score -216223.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -216248.812500 Penalty: 2661.143311
	Iteration 55Q: 3 clusters Score -216248.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216276.937500 Penalty: 2661.143311
	Iteration 56Q: 3 clusters Score -216276.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216299.906250 Penalty: 2661.143311
	Iteration 57Q: 3 clusters Score -216299.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -216318.328125 Penalty: 2661.143311
	Iteration 58Q: 3 clusters Score -216318.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -216327.421875 Penalty: 2661.143311
	Iteration 59Q: 3 clusters Score -216327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216335.718750 Penalty: 2661.143311
	Iteration 60F: 3 clusters Score -216335.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216340.046875 Penalty: 2661.143311
	Iteration 61Q: 3 clusters Score -216340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216340.734375 Penalty: 2661.143311
	Iteration 62Q: 3 clusters Score -216340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216341.546875 Penalty: 2661.143311
	Iteration 63Q: 3 clusters Score -216341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -216341.937500 Penalty: 2661.143311
	Iteration 64Q: 3 clusters Score -216341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -216342.765625 Penalty: 2661.143311
	Iteration 65Q: 3 clusters Score -216342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -216342.562500 Penalty: 2661.143311
	Iteration 66Q: 3 clusters Score -216342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216342.781250 Penalty: 2661.143311
	Iteration 67Q: 3 clusters Score -216342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216342.781250 Penalty: 2661.143311
	Iteration 68F: 3 clusters Score -216342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Entering Unmasked Estep 
Score: -3939412.000000 Penalty: 1808.218506
	Iteration 0F: 2 clusters Score -3939412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3893881.750000 Penalty: 3616.437012
	Iteration 0F: 3 clusters Score -3893882 nChanged 32274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -3912421.500000 Penalty: 3616.437012
	Iteration 1F: 3 clusters Score -3912422 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -3913667.250000 Penalty: 3616.437012
	Iteration 2Q: 3 clusters Score -3913667 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -3915682.000000 Penalty: 3616.437012
	Iteration 3F: 3 clusters Score -3915682 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -3918844.250000 Penalty: 3616.437012
	Iteration 4F: 3 clusters Score -3918844 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -3923239.250000 Penalty: 3616.437012
	Iteration 5F: 3 clusters Score -3923239 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -3927978.250000 Penalty: 3616.437012
	Iteration 6F: 3 clusters Score -3927978 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -3931830.250000 Penalty: 3616.437012
	Iteration 7F: 3 clusters Score -3931830 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -3934562.500000 Penalty: 3616.437012
	Iteration 8Q: 3 clusters Score -3934562 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -3936073.000000 Penalty: 3616.437012
	Iteration 9Q: 3 clusters Score -3936073 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -3936813.250000 Penalty: 3616.437012
	Iteration 10Q: 3 clusters Score -3936813 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -3937245.000000 Penalty: 3616.437012
	Iteration 11Q: 3 clusters Score -3937245 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -3937488.000000 Penalty: 3616.437012
	Iteration 12Q: 3 clusters Score -3937488 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -3937629.250000 Penalty: 3616.437012
	Iteration 13Q: 3 clusters Score -3937629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -3937705.500000 Penalty: 3616.437012
	Iteration 14Q: 3 clusters Score -3937706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -3937741.500000 Penalty: 3616.437012
	Iteration 15Q: 3 clusters Score -3937742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -3937756.750000 Penalty: 3616.437012
	Iteration 16Q: 3 clusters Score -3937757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -3937776.500000 Penalty: 3616.437012
	Iteration 17Q: 3 clusters Score -3937776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -3937793.000000 Penalty: 3616.437012
	Iteration 18Q: 3 clusters Score -3937793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -3937802.500000 Penalty: 3616.437012
	Iteration 19Q: 3 clusters Score -3937802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -3937811.250000 Penalty: 3616.437012
	Iteration 20F: 3 clusters Score -3937811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -3937810.500000 Penalty: 3616.437012
	Iteration 21Q: 3 clusters Score -3937810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -3937822.500000 Penalty: 3616.437012
	Iteration 22Q: 3 clusters Score -3937822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -3937828.750000 Penalty: 3616.437012
	Iteration 23Q: 3 clusters Score -3937829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -3937831.250000 Penalty: 3616.437012
	Iteration 24Q: 3 clusters Score -3937831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -3937840.250000 Penalty: 3616.437012
	Iteration 25Q: 3 clusters Score -3937840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -3937844.000000 Penalty: 3616.437012
	Iteration 26Q: 3 clusters Score -3937844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -3937845.500000 Penalty: 3616.437012
	Iteration 27Q: 3 clusters Score -3937846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -3937845.750000 Penalty: 3616.437012
	Iteration 28Q: 3 clusters Score -3937846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -3937846.250000 Penalty: 3616.437012
	Iteration 29Q: 3 clusters Score -3937846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -3937845.750000 Penalty: 3616.437012
	Iteration 30Q: 3 clusters Score -3937846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -3937845.750000 Penalty: 3616.437012
	Iteration 31Q: 3 clusters Score -3937846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -3937848.500000 Penalty: 3616.437012
	Iteration 32Q: 3 clusters Score -3937848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -3937849.500000 Penalty: 3616.437012
	Iteration 33Q: 3 clusters Score -3937850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -3937849.500000 Penalty: 3616.437012
	Iteration 34F: 3 clusters Score -3937850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -205611.015625 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -205611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -202558.359375 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -202558.4 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -203339.296875 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -203339.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -203478.578125 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -203478.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -203584.500000 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -203584.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -203654.000000 Penalty: 2653.466064
	Iteration 4Q: 3 clusters Score -203654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -203706.234375 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -203706.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -203753.781250 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -203753.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -203796.875000 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -203796.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -203843.468750 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -203843.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -203893.968750 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -203894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -203932.046875 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -203932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -203964.375000 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -203964.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -203993.921875 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -203993.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -204027.046875 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -204027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -204055.875000 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -204055.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -204087.812500 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -204087.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -204122.421875 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -204122.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -204148.453125 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -204148.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -204173.890625 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -204173.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -204204.468750 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -204204.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -204244.093750 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -204244.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -204278.031250 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -204278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -204305.578125 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -204305.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -204324.562500 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -204324.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -204341.359375 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -204341.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -204356.265625 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -204356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -204369.734375 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -204369.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -204389.468750 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -204389.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -204407.171875 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -204407.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -204420.250000 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -204420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -204431.781250 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -204431.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -204445.078125 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -204445.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -204454.625000 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -204454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -204460.781250 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -204460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -204464.250000 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -204464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -204465.812500 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -204465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -204466.406250 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -204466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -204466.656250 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -204466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -204466.765625 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -204466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -204467.234375 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -204467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -204467.781250 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -204467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -204468.546875 Penalty: 2653.466064
	Iteration 41Q: 3 clusters Score -204468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -204469.625000 Penalty: 2653.466064
	Iteration 42Q: 3 clusters Score -204469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -204470.515625 Penalty: 2653.466064
	Iteration 43Q: 3 clusters Score -204470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -204471.390625 Penalty: 2653.466064
	Iteration 44Q: 3 clusters Score -204471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -204471.812500 Penalty: 2653.466064
	Iteration 45Q: 3 clusters Score -204471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -204472.671875 Penalty: 2653.466064
	Iteration 46Q: 3 clusters Score -204472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -204473.593750 Penalty: 2653.466064
	Iteration 47Q: 3 clusters Score -204473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -204474.000000 Penalty: 2653.466064
	Iteration 48Q: 3 clusters Score -204474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -204474.656250 Penalty: 2653.466064
	Iteration 49Q: 3 clusters Score -204474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -204474.812500 Penalty: 2653.466064
	Iteration 50Q: 3 clusters Score -204474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -204475.078125 Penalty: 2653.466064
	Iteration 51Q: 3 clusters Score -204475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -204475.312500 Penalty: 2653.466064
	Iteration 52Q: 3 clusters Score -204475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -204476.000000 Penalty: 2653.466064
	Iteration 53Q: 3 clusters Score -204476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -204476.671875 Penalty: 2653.466064
	Iteration 54Q: 3 clusters Score -204476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -204477.109375 Penalty: 2653.466064
	Iteration 55Q: 3 clusters Score -204477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -204477.437500 Penalty: 2653.466064
	Iteration 56Q: 3 clusters Score -204477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -204477.890625 Penalty: 2653.466064
	Iteration 57Q: 3 clusters Score -204477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -204479.218750 Penalty: 2653.466064
	Iteration 58Q: 3 clusters Score -204479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -204479.562500 Penalty: 2653.466064
	Iteration 59Q: 3 clusters Score -204479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -204480.156250 Penalty: 2653.466064
	Iteration 60F: 3 clusters Score -204480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -204479.812500 Penalty: 2653.466064
	Iteration 61Q: 3 clusters Score -204479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -204480.437500 Penalty: 2653.466064
	Iteration 62Q: 3 clusters Score -204480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -204480.437500 Penalty: 2653.466064
	Iteration 63F: 3 clusters Score -204480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -555354.625000 Penalty: 1491.563110
	Iteration 0F: 2 clusters Score -555354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -548350.750000 Penalty: 2983.126221
	Iteration 0F: 3 clusters Score -548350.8 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -550614.187500 Penalty: 2983.126221
	Iteration 1F: 3 clusters Score -550614.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -551039.187500 Penalty: 2983.126221
	Iteration 2F: 3 clusters Score -551039.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -551521.437500 Penalty: 2983.126221
	Iteration 3F: 3 clusters Score -551521.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -552040.250000 Penalty: 2983.126221
	Iteration 4F: 3 clusters Score -552040.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -552562.625000 Penalty: 2983.126221
	Iteration 5F: 3 clusters Score -552562.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -553081.750000 Penalty: 2983.126221
	Iteration 6F: 3 clusters Score -553081.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -553503.437500 Penalty: 2983.126221
	Iteration 7F: 3 clusters Score -553503.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -553812.375000 Penalty: 2983.126221
	Iteration 8Q: 3 clusters Score -553812.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -554034.437500 Penalty: 2983.126221
	Iteration 9Q: 3 clusters Score -554034.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -554173.062500 Penalty: 2983.126221
	Iteration 10Q: 3 clusters Score -554173.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -554244.437500 Penalty: 2983.126221
	Iteration 11Q: 3 clusters Score -554244.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -554285.187500 Penalty: 2983.126221
	Iteration 12Q: 3 clusters Score -554285.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -554312.062500 Penalty: 2983.126221
	Iteration 13Q: 3 clusters Score -554312.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -554325.500000 Penalty: 2983.126221
	Iteration 14Q: 3 clusters Score -554325.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -554333.375000 Penalty: 2983.126221
	Iteration 15Q: 3 clusters Score -554333.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -554340.125000 Penalty: 2983.126221
	Iteration 16Q: 3 clusters Score -554340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -554344.937500 Penalty: 2983.126221
	Iteration 17Q: 3 clusters Score -554344.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -554347.625000 Penalty: 2983.126221
	Iteration 18Q: 3 clusters Score -554347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -554350.062500 Penalty: 2983.126221
	Iteration 19Q: 3 clusters Score -554350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -554349.625000 Penalty: 2983.126221
	Iteration 20F: 3 clusters Score -554349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -554350.125000 Penalty: 2983.126221
	Iteration 21Q: 3 clusters Score -554350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -554352.062500 Penalty: 2983.126221
	Iteration 22Q: 3 clusters Score -554352.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -554352.687500 Penalty: 2983.126221
	Iteration 23Q: 3 clusters Score -554352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -554353.250000 Penalty: 2983.126221
	Iteration 24Q: 3 clusters Score -554353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -554354.750000 Penalty: 2983.126221
	Iteration 25Q: 3 clusters Score -554354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -554354.812500 Penalty: 2983.126221
	Iteration 26Q: 3 clusters Score -554354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -554354.000000 Penalty: 2983.126221
	Iteration 27Q: 3 clusters Score -554354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -554355.000000 Penalty: 2983.126221
	Iteration 28Q: 3 clusters Score -554355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -554355.750000 Penalty: 2983.126221
	Iteration 29Q: 3 clusters Score -554355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -554355.437500 Penalty: 2983.126221
	Iteration 30Q: 3 clusters Score -554355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -554357.062500 Penalty: 2983.126221
	Iteration 31Q: 3 clusters Score -554357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -554354.875000 Penalty: 2983.126221
	Iteration 32Q: 3 clusters Score -554354.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -554354.875000 Penalty: 2983.126221
	Iteration 33F: 3 clusters Score -554354.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -69618.562500 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -69618.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67893.609375 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -67893.61 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68289.398438 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -68289.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -68417.656250 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -68417.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68478.320312 Penalty: 2366.226562
	Iteration 3F: 3 clusters Score -68478.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68539.703125 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -68539.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -68577.125000 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -68577.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68608.242188 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -68608.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68633.375000 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -68633.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68660.812500 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -68660.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -68681.210938 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -68681.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68703.101562 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -68703.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68713.984375 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -68713.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68720.648438 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -68720.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -68725.914062 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -68725.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -68728.843750 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -68728.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -68733.070312 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -68733.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68736.640625 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -68736.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -68740.304688 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -68740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68744.273438 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -68744.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -68748.617188 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -68748.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -68758.351562 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -68758.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -68763.476562 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -68763.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68767.250000 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -68767.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68770.992188 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -68770.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68776.250000 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -68776.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -68784.570312 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -68784.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68790.265625 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -68790.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -68796.031250 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -68796.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -68804.695312 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -68804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68810.554688 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -68810.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68812.031250 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -68812.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68813.562500 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -68813.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -68814.976562 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -68814.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68816.734375 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -68816.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -68819.507812 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -68819.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68822.320312 Penalty: 2366.226562
	Iteration 35Q: 3 clusters Score -68822.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -68824.468750 Penalty: 2366.226562
	Iteration 36Q: 3 clusters Score -68824.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68831.664062 Penalty: 2366.226562
	Iteration 37Q: 3 clusters Score -68831.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -68841.164062 Penalty: 2366.226562
	Iteration 38Q: 3 clusters Score -68841.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -68854.578125 Penalty: 2366.226562
	Iteration 39Q: 3 clusters Score -68854.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -68859.390625 Penalty: 2366.226562
	Iteration 40F: 3 clusters Score -68859.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68862.757812 Penalty: 2366.226562
	Iteration 41Q: 3 clusters Score -68862.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68865.789062 Penalty: 2366.226562
	Iteration 42Q: 3 clusters Score -68865.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68871.437500 Penalty: 2366.226562
	Iteration 43Q: 3 clusters Score -68871.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -68876.382812 Penalty: 2366.226562
	Iteration 44Q: 3 clusters Score -68876.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -68882.226562 Penalty: 2366.226562
	Iteration 45Q: 3 clusters Score -68882.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -68893.781250 Penalty: 2366.226562
	Iteration 46Q: 3 clusters Score -68893.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -68904.601562 Penalty: 2366.226562
	Iteration 47Q: 3 clusters Score -68904.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -68921.242188 Penalty: 2366.226562
	Iteration 48Q: 3 clusters Score -68921.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -68959.906250 Penalty: 2366.226562
	Iteration 49Q: 3 clusters Score -68959.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -69034.554688 Penalty: 2366.226562
	Iteration 50Q: 3 clusters Score -69034.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69118.734375 Penalty: 2366.226562
	Iteration 51Q: 3 clusters Score -69118.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -69231.062500 Penalty: 2366.226562
	Iteration 52Q: 3 clusters Score -69231.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69374.093750 Penalty: 2366.226562
	Iteration 53Q: 3 clusters Score -69374.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69427.835938 Penalty: 2366.226562
	Iteration 54Q: 3 clusters Score -69427.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69448.257812 Penalty: 2366.226562
	Iteration 55Q: 3 clusters Score -69448.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69457.992188 Penalty: 2366.226562
	Iteration 56Q: 3 clusters Score -69457.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -69465.695312 Penalty: 2366.226562
	Iteration 57Q: 3 clusters Score -69465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69468.070312 Penalty: 2366.226562
	Iteration 58Q: 3 clusters Score -69468.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69468.468750 Penalty: 2366.226562
	Iteration 59Q: 3 clusters Score -69468.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69469.085938 Penalty: 2366.226562
	Iteration 60F: 3 clusters Score -69469.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69471.976562 Penalty: 2366.226562
	Iteration 61Q: 3 clusters Score -69471.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69472.835938 Penalty: 2366.226562
	Iteration 62Q: 3 clusters Score -69472.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69473.531250 Penalty: 2366.226562
	Iteration 63Q: 3 clusters Score -69473.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69473.648438 Penalty: 2366.226562
	Iteration 64Q: 3 clusters Score -69473.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69473.648438 Penalty: 2366.226562
	Iteration 65F: 3 clusters Score -69473.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 68016 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557592.000000 Penalty: 37551.386719
Iteration 159Q: 20 clusters Score -1.055759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6944 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14261 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68019 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 22 contains 9690 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557585.000000 Penalty: 37551.386719
Iteration 160F: 20 clusters Score -1.055758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 24126 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 68024 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 22 contains 9691 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557579.000000 Penalty: 37551.386719
Iteration 161Q: 20 clusters Score -1.055758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 24133 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 68023 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557579.000000 Penalty: 37551.386719
Iteration 162Q: 20 clusters Score -1.055758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 24141 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14261 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68026 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 22 contains 9688 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557590.000000 Penalty: 37551.386719
Iteration 163Q: 20 clusters Score -1.055759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6930 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4642 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 24148 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 22 contains 9689 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557600.000000 Penalty: 37551.386719
Iteration 164Q: 20 clusters Score -1.05576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 68029 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557611.000000 Penalty: 37551.386719
Iteration 165Q: 20 clusters Score -1.055761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24164 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557601.000000 Penalty: 37551.386719
Iteration 166Q: 20 clusters Score -1.05576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24171 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 22 contains 9686 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557603.000000 Penalty: 37551.386719
Iteration 167Q: 20 clusters Score -1.05576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24174 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557597.000000 Penalty: 37551.386719
Iteration 168Q: 20 clusters Score -1.05576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24178 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68033 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557585.000000 Penalty: 37551.386719
Iteration 169Q: 20 clusters Score -1.055758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24180 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68034 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557583.000000 Penalty: 37551.386719
Iteration 170Q: 20 clusters Score -1.055758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68035 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557583.000000 Penalty: 37551.386719
Iteration 171Q: 20 clusters Score -1.055758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24191 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68035 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557582.000000 Penalty: 37551.386719
Iteration 172Q: 20 clusters Score -1.055758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24193 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68034 members 
Mstep: Class 20 contains 3458 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557594.000000 Penalty: 37551.386719
Iteration 173Q: 20 clusters Score -1.055759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24197 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14261 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68033 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557588.000000 Penalty: 37551.386719
Iteration 174Q: 20 clusters Score -1.055759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24199 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557596.000000 Penalty: 37551.386719
Iteration 175Q: 20 clusters Score -1.05576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24200 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68032 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557594.000000 Penalty: 37551.386719
Iteration 176Q: 20 clusters Score -1.055759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24201 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68031 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557600.000000 Penalty: 37551.386719
Iteration 177Q: 20 clusters Score -1.05576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24202 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557606.000000 Penalty: 37551.386719
Iteration 178Q: 20 clusters Score -1.055761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24202 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557602.000000 Penalty: 37551.386719
Iteration 179Q: 20 clusters Score -1.05576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 24203 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 3949 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 22 contains 9685 members 
Mstep: Class 24 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -10557600.000000 Penalty: 37551.386719
Iteration 180F: 20 clusters Score -1.05576e+07 nChanged 0
Entering ConstructFrom: 
Score: -10557600.000000 Penalty: 37551.386719
Entering ConstructFrom: 
Trying to split cluster 1 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -541438.062500 Penalty: 1498.955688
	Iteration 0F: 2 clusters Score -541438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -534181.875000 Penalty: 2997.911377
	Iteration 0F: 3 clusters Score -534181.9 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -536591.062500 Penalty: 2997.911377
	Iteration 1F: 3 clusters Score -536591.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -537002.187500 Penalty: 2997.911377
	Iteration 2F: 3 clusters Score -537002.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -537392.562500 Penalty: 2997.911377
	Iteration 3F: 3 clusters Score -537392.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -537758.187500 Penalty: 2997.911377
	Iteration 4F: 3 clusters Score -537758.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -538105.187500 Penalty: 2997.911377
	Iteration 5F: 3 clusters Score -538105.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -538396.187500 Penalty: 2997.911377
	Iteration 6F: 3 clusters Score -538396.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -538612.187500 Penalty: 2997.911377
	Iteration 7Q: 3 clusters Score -538612.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -538764.437500 Penalty: 2997.911377
	Iteration 8Q: 3 clusters Score -538764.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -538855.875000 Penalty: 2997.911377
	Iteration 9Q: 3 clusters Score -538855.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -538919.687500 Penalty: 2997.911377
	Iteration 10Q: 3 clusters Score -538919.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -538966.562500 Penalty: 2997.911377
	Iteration 11Q: 3 clusters Score -538966.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -538999.312500 Penalty: 2997.911377
	Iteration 12Q: 3 clusters Score -538999.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -539023.937500 Penalty: 2997.911377
	Iteration 13Q: 3 clusters Score -539023.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -539042.937500 Penalty: 2997.911377
	Iteration 14Q: 3 clusters Score -539042.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -539057.062500 Penalty: 2997.911377
	Iteration 15Q: 3 clusters Score -539057.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -539070.625000 Penalty: 2997.911377
	Iteration 16Q: 3 clusters Score -539070.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -539081.750000 Penalty: 2997.911377
	Iteration 17Q: 3 clusters Score -539081.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -539093.125000 Penalty: 2997.911377
	Iteration 18Q: 3 clusters Score -539093.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -539100.625000 Penalty: 2997.911377
	Iteration 19Q: 3 clusters Score -539100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -539106.687500 Penalty: 2997.911377
	Iteration 20F: 3 clusters Score -539106.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -539112.125000 Penalty: 2997.911377
	Iteration 21Q: 3 clusters Score -539112.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -539118.875000 Penalty: 2997.911377
	Iteration 22Q: 3 clusters Score -539118.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -539128.312500 Penalty: 2997.911377
	Iteration 23Q: 3 clusters Score -539128.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -539141.250000 Penalty: 2997.911377
	Iteration 24Q: 3 clusters Score -539141.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -539154.562500 Penalty: 2997.911377
	Iteration 25Q: 3 clusters Score -539154.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -539172.937500 Penalty: 2997.911377
	Iteration 26Q: 3 clusters Score -539172.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -539193.187500 Penalty: 2997.911377
	Iteration 27Q: 3 clusters Score -539193.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -539213.062500 Penalty: 2997.911377
	Iteration 28Q: 3 clusters Score -539213.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -539239.687500 Penalty: 2997.911377
	Iteration 29Q: 3 clusters Score -539239.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -539274.375000 Penalty: 2997.911377
	Iteration 30Q: 3 clusters Score -539274.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -539306.750000 Penalty: 2997.911377
	Iteration 31Q: 3 clusters Score -539306.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -539341.750000 Penalty: 2997.911377
	Iteration 32Q: 3 clusters Score -539341.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -539386.125000 Penalty: 2997.911377
	Iteration 33Q: 3 clusters Score -539386.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -539434.125000 Penalty: 2997.911377
	Iteration 34Q: 3 clusters Score -539434.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -539511.562500 Penalty: 2997.911377
	Iteration 35Q: 3 clusters Score -539511.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -539618.187500 Penalty: 2997.911377
	Iteration 36Q: 3 clusters Score -539618.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -539760.312500 Penalty: 2997.911377
	Iteration 37Q: 3 clusters Score -539760.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -539922.375000 Penalty: 2997.911377
	Iteration 38Q: 3 clusters Score -539922.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -540063.625000 Penalty: 2997.911377
	Iteration 39Q: 3 clusters Score -540063.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -540206.937500 Penalty: 2997.911377
	Iteration 40F: 3 clusters Score -540206.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -540319.875000 Penalty: 2997.911377
	Iteration 41Q: 3 clusters Score -540319.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -540397.812500 Penalty: 2997.911377
	Iteration 42Q: 3 clusters Score -540397.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -540469.812500 Penalty: 2997.911377
	Iteration 43Q: 3 clusters Score -540469.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -540527.375000 Penalty: 2997.911377
	Iteration 44Q: 3 clusters Score -540527.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -540560.437500 Penalty: 2997.911377
	Iteration 45Q: 3 clusters Score -540560.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -540578.187500 Penalty: 2997.911377
	Iteration 46Q: 3 clusters Score -540578.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -540594.875000 Penalty: 2997.911377
	Iteration 47Q: 3 clusters Score -540594.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -540609.062500 Penalty: 2997.911377
	Iteration 48Q: 3 clusters Score -540609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -540620.312500 Penalty: 2997.911377
	Iteration 49Q: 3 clusters Score -540620.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -540635.000000 Penalty: 2997.911377
	Iteration 50Q: 3 clusters Score -540635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -540641.625000 Penalty: 2997.911377
	Iteration 51Q: 3 clusters Score -540641.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -540647.625000 Penalty: 2997.911377
	Iteration 52Q: 3 clusters Score -540647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -540653.625000 Penalty: 2997.911377
	Iteration 53Q: 3 clusters Score -540653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -540662.625000 Penalty: 2997.911377
	Iteration 54Q: 3 clusters Score -540662.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -540667.062500 Penalty: 2997.911377
	Iteration 55Q: 3 clusters Score -540667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -540671.000000 Penalty: 2997.911377
	Iteration 56Q: 3 clusters Score -540671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -540673.687500 Penalty: 2997.911377
	Iteration 57Q: 3 clusters Score -540673.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -540675.875000 Penalty: 2997.911377
	Iteration 58Q: 3 clusters Score -540675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -540678.187500 Penalty: 2997.911377
	Iteration 59Q: 3 clusters Score -540678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -540679.875000 Penalty: 2997.911377
	Iteration 60F: 3 clusters Score -540679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -540680.687500 Penalty: 2997.911377
	Iteration 61Q: 3 clusters Score -540680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -540681.875000 Penalty: 2997.911377
	Iteration 62Q: 3 clusters Score -540681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -540685.812500 Penalty: 2997.911377
	Iteration 63Q: 3 clusters Score -540685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -540688.750000 Penalty: 2997.911377
	Iteration 64Q: 3 clusters Score -540688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -540689.500000 Penalty: 2997.911377
	Iteration 65Q: 3 clusters Score -540689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -540690.937500 Penalty: 2997.911377
	Iteration 66Q: 3 clusters Score -540690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -540691.875000 Penalty: 2997.911377
	Iteration 67Q: 3 clusters Score -540691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -540692.312500 Penalty: 2997.911377
	Iteration 68Q: 3 clusters Score -540692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -540693.875000 Penalty: 2997.911377
	Iteration 69Q: 3 clusters Score -540693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -540695.437500 Penalty: 2997.911377
	Iteration 70Q: 3 clusters Score -540695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -540695.250000 Penalty: 2997.911377
	Iteration 71Q: 3 clusters Score -540695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -540695.437500 Penalty: 2997.911377
	Iteration 72Q: 3 clusters Score -540695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -540695.750000 Penalty: 2997.911377
	Iteration 73Q: 3 clusters Score -540695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -540696.750000 Penalty: 2997.911377
	Iteration 74Q: 3 clusters Score -540696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -540697.187500 Penalty: 2997.911377
	Iteration 75Q: 3 clusters Score -540697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -540697.125000 Penalty: 2997.911377
	Iteration 76Q: 3 clusters Score -540697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -540697.125000 Penalty: 2997.911377
	Iteration 77F: 3 clusters Score -540697.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -417991.687500 Penalty: 1436.876343
	Iteration 0F: 2 clusters Score -417991.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -412717.687500 Penalty: 2873.752686
	Iteration 0F: 3 clusters Score -412717.7 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -414382.781250 Penalty: 2873.752686
	Iteration 1F: 3 clusters Score -414382.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -414626.062500 Penalty: 2873.752686
	Iteration 2F: 3 clusters Score -414626.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -414823.156250 Penalty: 2873.752686
	Iteration 3F: 3 clusters Score -414823.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -414987.031250 Penalty: 2873.752686
	Iteration 4Q: 3 clusters Score -414987 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -415142.281250 Penalty: 2873.752686
	Iteration 5Q: 3 clusters Score -415142.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -415298.093750 Penalty: 2873.752686
	Iteration 6Q: 3 clusters Score -415298.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -415519.531250 Penalty: 2873.752686
	Iteration 7Q: 3 clusters Score -415519.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -415733.500000 Penalty: 2873.752686
	Iteration 8Q: 3 clusters Score -415733.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -415930.843750 Penalty: 2873.752686
	Iteration 9Q: 3 clusters Score -415930.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -416163.281250 Penalty: 2873.752686
	Iteration 10Q: 3 clusters Score -416163.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -416447.187500 Penalty: 2873.752686
	Iteration 11Q: 3 clusters Score -416447.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -416683.593750 Penalty: 2873.752686
	Iteration 12Q: 3 clusters Score -416683.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -416810.781250 Penalty: 2873.752686
	Iteration 13Q: 3 clusters Score -416810.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -416865.687500 Penalty: 2873.752686
	Iteration 14Q: 3 clusters Score -416865.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -416897.687500 Penalty: 2873.752686
	Iteration 15Q: 3 clusters Score -416897.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -416911.343750 Penalty: 2873.752686
	Iteration 16Q: 3 clusters Score -416911.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416922.062500 Penalty: 2873.752686
	Iteration 17Q: 3 clusters Score -416922.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -416929.625000 Penalty: 2873.752686
	Iteration 18Q: 3 clusters Score -416929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -416934.687500 Penalty: 2873.752686
	Iteration 19Q: 3 clusters Score -416934.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -416939.000000 Penalty: 2873.752686
	Iteration 20F: 3 clusters Score -416939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -416942.906250 Penalty: 2873.752686
	Iteration 21Q: 3 clusters Score -416942.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -416946.312500 Penalty: 2873.752686
	Iteration 22Q: 3 clusters Score -416946.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -416949.687500 Penalty: 2873.752686
	Iteration 23Q: 3 clusters Score -416949.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -416950.875000 Penalty: 2873.752686
	Iteration 24Q: 3 clusters Score -416950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -416952.812500 Penalty: 2873.752686
	Iteration 25Q: 3 clusters Score -416952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -416954.531250 Penalty: 2873.752686
	Iteration 26Q: 3 clusters Score -416954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -416956.531250 Penalty: 2873.752686
	Iteration 27Q: 3 clusters Score -416956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -416957.281250 Penalty: 2873.752686
	Iteration 28Q: 3 clusters Score -416957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -416961.031250 Penalty: 2873.752686
	Iteration 29Q: 3 clusters Score -416961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -416962.781250 Penalty: 2873.752686
	Iteration 30Q: 3 clusters Score -416962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -416964.437500 Penalty: 2873.752686
	Iteration 31Q: 3 clusters Score -416964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -416965.750000 Penalty: 2873.752686
	Iteration 32Q: 3 clusters Score -416965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -416968.125000 Penalty: 2873.752686
	Iteration 33Q: 3 clusters Score -416968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -416969.843750 Penalty: 2873.752686
	Iteration 34Q: 3 clusters Score -416969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -416971.562500 Penalty: 2873.752686
	Iteration 35Q: 3 clusters Score -416971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -416973.562500 Penalty: 2873.752686
	Iteration 36Q: 3 clusters Score -416973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416976.656250 Penalty: 2873.752686
	Iteration 37Q: 3 clusters Score -416976.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -416980.125000 Penalty: 2873.752686
	Iteration 38Q: 3 clusters Score -416980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -416984.531250 Penalty: 2873.752686
	Iteration 39Q: 3 clusters Score -416984.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -416990.906250 Penalty: 2873.752686
	Iteration 40F: 3 clusters Score -416990.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -416994.031250 Penalty: 2873.752686
	Iteration 41Q: 3 clusters Score -416994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -416996.406250 Penalty: 2873.752686
	Iteration 42Q: 3 clusters Score -416996.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -416999.875000 Penalty: 2873.752686
	Iteration 43Q: 3 clusters Score -416999.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -417003.593750 Penalty: 2873.752686
	Iteration 44Q: 3 clusters Score -417003.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -417008.531250 Penalty: 2873.752686
	Iteration 45Q: 3 clusters Score -417008.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -417014.093750 Penalty: 2873.752686
	Iteration 46Q: 3 clusters Score -417014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -417021.531250 Penalty: 2873.752686
	Iteration 47Q: 3 clusters Score -417021.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -417030.312500 Penalty: 2873.752686
	Iteration 48Q: 3 clusters Score -417030.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -417050.968750 Penalty: 2873.752686
	Iteration 49Q: 3 clusters Score -417051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -417071.156250 Penalty: 2873.752686
	Iteration 50Q: 3 clusters Score -417071.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -417089.250000 Penalty: 2873.752686
	Iteration 51Q: 3 clusters Score -417089.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -417105.781250 Penalty: 2873.752686
	Iteration 52Q: 3 clusters Score -417105.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -417120.500000 Penalty: 2873.752686
	Iteration 53Q: 3 clusters Score -417120.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -417135.468750 Penalty: 2873.752686
	Iteration 54Q: 3 clusters Score -417135.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -417143.250000 Penalty: 2873.752686
	Iteration 55Q: 3 clusters Score -417143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -417153.406250 Penalty: 2873.752686
	Iteration 56Q: 3 clusters Score -417153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -417163.375000 Penalty: 2873.752686
	Iteration 57Q: 3 clusters Score -417163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -417171.687500 Penalty: 2873.752686
	Iteration 58Q: 3 clusters Score -417171.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -417183.875000 Penalty: 2873.752686
	Iteration 59Q: 3 clusters Score -417183.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -417198.406250 Penalty: 2873.752686
	Iteration 60F: 3 clusters Score -417198.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -417212.218750 Penalty: 2873.752686
	Iteration 61Q: 3 clusters Score -417212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -417221.906250 Penalty: 2873.752686
	Iteration 62Q: 3 clusters Score -417221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -417234.000000 Penalty: 2873.752686
	Iteration 63Q: 3 clusters Score -417234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -417239.906250 Penalty: 2873.752686
	Iteration 64Q: 3 clusters Score -417239.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -417246.062500 Penalty: 2873.752686
	Iteration 65Q: 3 clusters Score -417246.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -417252.093750 Penalty: 2873.752686
	Iteration 66Q: 3 clusters Score -417252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -417259.625000 Penalty: 2873.752686
	Iteration 67Q: 3 clusters Score -417259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -417264.281250 Penalty: 2873.752686
	Iteration 68Q: 3 clusters Score -417264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -417267.750000 Penalty: 2873.752686
	Iteration 69Q: 3 clusters Score -417267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -417273.062500 Penalty: 2873.752686
	Iteration 70Q: 3 clusters Score -417273.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -417276.718750 Penalty: 2873.752686
	Iteration 71Q: 3 clusters Score -417276.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -417277.906250 Penalty: 2873.752686
	Iteration 72Q: 3 clusters Score -417277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -417279.562500 Penalty: 2873.752686
	Iteration 73Q: 3 clusters Score -417279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -417281.187500 Penalty: 2873.752686
	Iteration 74Q: 3 clusters Score -417281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -417282.062500 Penalty: 2873.752686
	Iteration 75Q: 3 clusters Score -417282.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -417283.656250 Penalty: 2873.752686
	Iteration 76Q: 3 clusters Score -417283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -417285.312500 Penalty: 2873.752686
	Iteration 77Q: 3 clusters Score -417285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -417285.781250 Penalty: 2873.752686
	Iteration 78Q: 3 clusters Score -417285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -417287.625000 Penalty: 2873.752686
	Iteration 79Q: 3 clusters Score -417287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -417289.843750 Penalty: 2873.752686
	Iteration 80F: 3 clusters Score -417289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -417292.156250 Penalty: 2873.752686
	Iteration 81Q: 3 clusters Score -417292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -417296.093750 Penalty: 2873.752686
	Iteration 82Q: 3 clusters Score -417296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -417298.218750 Penalty: 2873.752686
	Iteration 83Q: 3 clusters Score -417298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -417297.875000 Penalty: 2873.752686
	Iteration 84Q: 3 clusters Score -417297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -417299.187500 Penalty: 2873.752686
	Iteration 85Q: 3 clusters Score -417299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -417301.250000 Penalty: 2873.752686
	Iteration 86Q: 3 clusters Score -417301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -417300.906250 Penalty: 2873.752686
	Iteration 87Q: 3 clusters Score -417300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -417301.750000 Penalty: 2873.752686
	Iteration 88Q: 3 clusters Score -417301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -417302.750000 Penalty: 2873.752686
	Iteration 89Q: 3 clusters Score -417302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -417303.500000 Penalty: 2873.752686
	Iteration 90Q: 3 clusters Score -417303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -417303.937500 Penalty: 2873.752686
	Iteration 91Q: 3 clusters Score -417303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -417304.093750 Penalty: 2873.752686
	Iteration 92Q: 3 clusters Score -417304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -417305.187500 Penalty: 2873.752686
	Iteration 93Q: 3 clusters Score -417305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -417306.531250 Penalty: 2873.752686
	Iteration 94Q: 3 clusters Score -417306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -417305.687500 Penalty: 2873.752686
	Iteration 95Q: 3 clusters Score -417305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -417306.593750 Penalty: 2873.752686
	Iteration 96Q: 3 clusters Score -417306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -417307.468750 Penalty: 2873.752686
	Iteration 97Q: 3 clusters Score -417307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -417308.531250 Penalty: 2873.752686
	Iteration 98Q: 3 clusters Score -417308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -417308.281250 Penalty: 2873.752686
	Iteration 99Q: 3 clusters Score -417308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -417309.437500 Penalty: 2873.752686
	Iteration 100F: 3 clusters Score -417309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -417310.750000 Penalty: 2873.752686
	Iteration 101Q: 3 clusters Score -417310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -417310.781250 Penalty: 2873.752686
	Iteration 102Q: 3 clusters Score -417310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -417310.750000 Penalty: 2873.752686
	Iteration 103Q: 3 clusters Score -417310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -417311.562500 Penalty: 2873.752686
	Iteration 104Q: 3 clusters Score -417311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -417311.281250 Penalty: 2873.752686
	Iteration 105Q: 3 clusters Score -417311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -417311.937500 Penalty: 2873.752686
	Iteration 106Q: 3 clusters Score -417311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -417314.250000 Penalty: 2873.752686
	Iteration 107Q: 3 clusters Score -417314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -417315.781250 Penalty: 2873.752686
	Iteration 108Q: 3 clusters Score -417315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -417317.125000 Penalty: 2873.752686
	Iteration 109Q: 3 clusters Score -417317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -417318.750000 Penalty: 2873.752686
	Iteration 110Q: 3 clusters Score -417318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -417321.062500 Penalty: 2873.752686
	Iteration 111Q: 3 clusters Score -417321.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -417325.562500 Penalty: 2873.752686
	Iteration 112Q: 3 clusters Score -417325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -417327.187500 Penalty: 2873.752686
	Iteration 113Q: 3 clusters Score -417327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -417329.031250 Penalty: 2873.752686
	Iteration 114Q: 3 clusters Score -417329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -417330.187500 Penalty: 2873.752686
	Iteration 115Q: 3 clusters Score -417330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -417333.437500 Penalty: 2873.752686
	Iteration 116Q: 3 clusters Score -417333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -417333.406250 Penalty: 2873.752686
	Iteration 117Q: 3 clusters Score -417333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -417334.843750 Penalty: 2873.752686
	Iteration 118Q: 3 clusters Score -417334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -417335.187500 Penalty: 2873.752686
	Iteration 119Q: 3 clusters Score -417335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -417336.000000 Penalty: 2873.752686
	Iteration 120F: 3 clusters Score -417336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -417337.000000 Penalty: 2873.752686
	Iteration 121Q: 3 clusters Score -417337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -417336.781250 Penalty: 2873.752686
	Iteration 122Q: 3 clusters Score -417336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -417336.531250 Penalty: 2873.752686
	Iteration 123Q: 3 clusters Score -417336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -417337.281250 Penalty: 2873.752686
	Iteration 124Q: 3 clusters Score -417337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -417337.937500 Penalty: 2873.752686
	Iteration 125Q: 3 clusters Score -417337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -417338.812500 Penalty: 2873.752686
	Iteration 126Q: 3 clusters Score -417338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -417340.281250 Penalty: 2873.752686
	Iteration 127Q: 3 clusters Score -417340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -417342.031250 Penalty: 2873.752686
	Iteration 128Q: 3 clusters Score -417342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -417342.812500 Penalty: 2873.752686
	Iteration 129Q: 3 clusters Score -417342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -417344.031250 Penalty: 2873.752686
	Iteration 130Q: 3 clusters Score -417344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -417345.093750 Penalty: 2873.752686
	Iteration 131Q: 3 clusters Score -417345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -417346.312500 Penalty: 2873.752686
	Iteration 132Q: 3 clusters Score -417346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -417345.656250 Penalty: 2873.752686
	Iteration 133Q: 3 clusters Score -417345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -417346.906250 Penalty: 2873.752686
	Iteration 134Q: 3 clusters Score -417346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -417346.718750 Penalty: 2873.752686
	Iteration 135Q: 3 clusters Score -417346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -417346.718750 Penalty: 2873.752686
	Iteration 136F: 3 clusters Score -417346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -81163.953125 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -81163.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -79481.296875 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -79481.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -79751.882812 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -79751.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -79827.406250 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -79827.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -79872.023438 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -79872.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -79897.359375 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -79897.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -79921.351562 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -79921.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -79937.000000 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -79937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -79949.273438 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -79949.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -79953.765625 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -79953.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -79960.507812 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -79960.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79969.070312 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -79969.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -79976.156250 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -79976.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -79979.968750 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -79979.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79983.039062 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -79983.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -79985.125000 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -79985.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -79986.085938 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -79986.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79987.171875 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -79987.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79988.343750 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -79988.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79989.218750 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -79989.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79991.562500 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -79991.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79992.156250 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -79992.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79992.742188 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -79992.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79993.742188 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -79993.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79993.742188 Penalty: 2345.907471
	Iteration 23F: 3 clusters Score -79993.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -419350.187500 Penalty: 1434.463501
	Iteration 0F: 2 clusters Score -419350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -414176.593750 Penalty: 2868.927002
	Iteration 0F: 3 clusters Score -414176.6 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -415837.718750 Penalty: 2868.927002
	Iteration 1F: 3 clusters Score -415837.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -416108.250000 Penalty: 2868.927002
	Iteration 2F: 3 clusters Score -416108.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -416372.218750 Penalty: 2868.927002
	Iteration 3F: 3 clusters Score -416372.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -416613.031250 Penalty: 2868.927002
	Iteration 4F: 3 clusters Score -416613 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -416818.125000 Penalty: 2868.927002
	Iteration 5F: 3 clusters Score -416818.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -416999.812500 Penalty: 2868.927002
	Iteration 6Q: 3 clusters Score -416999.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -417172.875000 Penalty: 2868.927002
	Iteration 7Q: 3 clusters Score -417172.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -417340.250000 Penalty: 2868.927002
	Iteration 8Q: 3 clusters Score -417340.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -417541.156250 Penalty: 2868.927002
	Iteration 9Q: 3 clusters Score -417541.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -417765.781250 Penalty: 2868.927002
	Iteration 10Q: 3 clusters Score -417765.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -418033.500000 Penalty: 2868.927002
	Iteration 11Q: 3 clusters Score -418033.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -418458.531250 Penalty: 2868.927002
	Iteration 12Q: 3 clusters Score -418458.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -418894.218750 Penalty: 2868.927002
	Iteration 13Q: 3 clusters Score -418894.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -419105.625000 Penalty: 2868.927002
	Iteration 14Q: 3 clusters Score -419105.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -419165.343750 Penalty: 2868.927002
	Iteration 15Q: 3 clusters Score -419165.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -419191.468750 Penalty: 2868.927002
	Iteration 16Q: 3 clusters Score -419191.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -419209.406250 Penalty: 2868.927002
	Iteration 17Q: 3 clusters Score -419209.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -419219.343750 Penalty: 2868.927002
	Iteration 18Q: 3 clusters Score -419219.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -419223.500000 Penalty: 2868.927002
	Iteration 19Q: 3 clusters Score -419223.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -419225.000000 Penalty: 2868.927002
	Iteration 20F: 3 clusters Score -419225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -419226.343750 Penalty: 2868.927002
	Iteration 21Q: 3 clusters Score -419226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -419225.250000 Penalty: 2868.927002
	Iteration 22Q: 3 clusters Score -419225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -419226.500000 Penalty: 2868.927002
	Iteration 23Q: 3 clusters Score -419226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -419227.250000 Penalty: 2868.927002
	Iteration 24Q: 3 clusters Score -419227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419227.375000 Penalty: 2868.927002
	Iteration 25Q: 3 clusters Score -419227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -419227.906250 Penalty: 2868.927002
	Iteration 26Q: 3 clusters Score -419227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419228.718750 Penalty: 2868.927002
	Iteration 27Q: 3 clusters Score -419228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419227.843750 Penalty: 2868.927002
	Iteration 28Q: 3 clusters Score -419227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419227.843750 Penalty: 2868.927002
	Iteration 29F: 3 clusters Score -419227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -228387.937500 Penalty: 1371.901367
	Iteration 0F: 2 clusters Score -228387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -224658.328125 Penalty: 2743.802734
	Iteration 0F: 3 clusters Score -224658.3 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -225650.406250 Penalty: 2743.802734
	Iteration 1F: 3 clusters Score -225650.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -225904.234375 Penalty: 2743.802734
	Iteration 2F: 3 clusters Score -225904.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -226152.328125 Penalty: 2743.802734
	Iteration 3F: 3 clusters Score -226152.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -226419.203125 Penalty: 2743.802734
	Iteration 4F: 3 clusters Score -226419.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -226687.328125 Penalty: 2743.802734
	Iteration 5F: 3 clusters Score -226687.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -226898.625000 Penalty: 2743.802734
	Iteration 6F: 3 clusters Score -226898.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -227048.453125 Penalty: 2743.802734
	Iteration 7Q: 3 clusters Score -227048.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -227158.265625 Penalty: 2743.802734
	Iteration 8Q: 3 clusters Score -227158.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -227245.171875 Penalty: 2743.802734
	Iteration 9Q: 3 clusters Score -227245.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -227315.656250 Penalty: 2743.802734
	Iteration 10Q: 3 clusters Score -227315.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -227376.718750 Penalty: 2743.802734
	Iteration 11Q: 3 clusters Score -227376.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -227434.343750 Penalty: 2743.802734
	Iteration 12Q: 3 clusters Score -227434.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -227484.015625 Penalty: 2743.802734
	Iteration 13Q: 3 clusters Score -227484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -227521.531250 Penalty: 2743.802734
	Iteration 14Q: 3 clusters Score -227521.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -227562.671875 Penalty: 2743.802734
	Iteration 15Q: 3 clusters Score -227562.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -227602.390625 Penalty: 2743.802734
	Iteration 16Q: 3 clusters Score -227602.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -227657.921875 Penalty: 2743.802734
	Iteration 17Q: 3 clusters Score -227657.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -227777.718750 Penalty: 2743.802734
	Iteration 18Q: 3 clusters Score -227777.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -227917.546875 Penalty: 2743.802734
	Iteration 19Q: 3 clusters Score -227917.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -227996.312500 Penalty: 2743.802734
	Iteration 20F: 3 clusters Score -227996.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -228039.015625 Penalty: 2743.802734
	Iteration 21Q: 3 clusters Score -228039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -228060.234375 Penalty: 2743.802734
	Iteration 22Q: 3 clusters Score -228060.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -228070.750000 Penalty: 2743.802734
	Iteration 23Q: 3 clusters Score -228070.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -228077.796875 Penalty: 2743.802734
	Iteration 24Q: 3 clusters Score -228077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -228081.187500 Penalty: 2743.802734
	Iteration 25Q: 3 clusters Score -228081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -228082.937500 Penalty: 2743.802734
	Iteration 26Q: 3 clusters Score -228082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -228083.203125 Penalty: 2743.802734
	Iteration 27Q: 3 clusters Score -228083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -228083.359375 Penalty: 2743.802734
	Iteration 28Q: 3 clusters Score -228083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -228083.484375 Penalty: 2743.802734
	Iteration 29Q: 3 clusters Score -228083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -228083.515625 Penalty: 2743.802734
	Iteration 30Q: 3 clusters Score -228083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -228083.515625 Penalty: 2743.802734
	Iteration 31F: 3 clusters Score -228083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -197469.328125 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -197469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -194614.484375 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -194614.5 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -195320.750000 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -195320.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -195460.921875 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -195460.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -195540.468750 Penalty: 2623.552002
	Iteration 3Q: 3 clusters Score -195540.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -195595.718750 Penalty: 2623.552002
	Iteration 4Q: 3 clusters Score -195595.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -195658.265625 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -195658.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -195694.484375 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -195694.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -195720.281250 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -195720.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -195749.125000 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -195749.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -195778.484375 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -195778.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -195806.156250 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -195806.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -195831.984375 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -195832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -195859.046875 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -195859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -195879.796875 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -195879.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -195905.406250 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -195905.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -195934.437500 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -195934.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -195966.796875 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -195966.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -195997.406250 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -195997.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -196026.734375 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -196026.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -196062.109375 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -196062.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -196112.484375 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -196112.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -196152.687500 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -196152.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -196186.062500 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -196186.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -196221.984375 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -196222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -196255.578125 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -196255.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -196288.484375 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -196288.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -196320.359375 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -196320.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -196354.312500 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -196354.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -196376.875000 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -196376.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -196402.593750 Penalty: 2623.552002
	Iteration 29Q: 3 clusters Score -196402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -196423.406250 Penalty: 2623.552002
	Iteration 30Q: 3 clusters Score -196423.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -196447.109375 Penalty: 2623.552002
	Iteration 31Q: 3 clusters Score -196447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -196472.265625 Penalty: 2623.552002
	Iteration 32Q: 3 clusters Score -196472.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -196498.718750 Penalty: 2623.552002
	Iteration 33Q: 3 clusters Score -196498.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -196560.515625 Penalty: 2623.552002
	Iteration 34Q: 3 clusters Score -196560.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -196622.312500 Penalty: 2623.552002
	Iteration 35Q: 3 clusters Score -196622.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -196647.593750 Penalty: 2623.552002
	Iteration 36Q: 3 clusters Score -196647.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -196661.453125 Penalty: 2623.552002
	Iteration 37Q: 3 clusters Score -196661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -196669.406250 Penalty: 2623.552002
	Iteration 38Q: 3 clusters Score -196669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -196674.687500 Penalty: 2623.552002
	Iteration 39Q: 3 clusters Score -196674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -196677.156250 Penalty: 2623.552002
	Iteration 40F: 3 clusters Score -196677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -196678.953125 Penalty: 2623.552002
	Iteration 41Q: 3 clusters Score -196679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -196680.546875 Penalty: 2623.552002
	Iteration 42Q: 3 clusters Score -196680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -196681.187500 Penalty: 2623.552002
	Iteration 43Q: 3 clusters Score -196681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -196681.187500 Penalty: 2623.552002
	Iteration 44F: 3 clusters Score -196681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Entering Unmasked Estep 
Score: -1440542.750000 Penalty: 1640.312622
	Iteration 0F: 2 clusters Score -1440543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1424257.625000 Penalty: 3280.625244
	Iteration 0F: 3 clusters Score -1424258 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1430868.000000 Penalty: 3280.625244
	Iteration 1F: 3 clusters Score -1430868 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1431905.125000 Penalty: 3280.625244
	Iteration 2F: 3 clusters Score -1431905 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1433129.375000 Penalty: 3280.625244
	Iteration 3F: 3 clusters Score -1433129 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1434414.500000 Penalty: 3280.625244
	Iteration 4F: 3 clusters Score -1434414 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1435621.500000 Penalty: 3280.625244
	Iteration 5F: 3 clusters Score -1435622 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1436548.125000 Penalty: 3280.625244
	Iteration 6F: 3 clusters Score -1436548 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1437254.000000 Penalty: 3280.625244
	Iteration 7Q: 3 clusters Score -1437254 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1437807.250000 Penalty: 3280.625244
	Iteration 8Q: 3 clusters Score -1437807 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1438201.625000 Penalty: 3280.625244
	Iteration 9Q: 3 clusters Score -1438202 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1438529.375000 Penalty: 3280.625244
	Iteration 10Q: 3 clusters Score -1438529 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1438764.250000 Penalty: 3280.625244
	Iteration 11Q: 3 clusters Score -1438764 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -1438934.000000 Penalty: 3280.625244
	Iteration 12Q: 3 clusters Score -1438934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -1439053.625000 Penalty: 3280.625244
	Iteration 13Q: 3 clusters Score -1439054 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -1439153.125000 Penalty: 3280.625244
	Iteration 14Q: 3 clusters Score -1439153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1439220.000000 Penalty: 3280.625244
	Iteration 15Q: 3 clusters Score -1439220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1439280.125000 Penalty: 3280.625244
	Iteration 16Q: 3 clusters Score -1439280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1439317.875000 Penalty: 3280.625244
	Iteration 17Q: 3 clusters Score -1439318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1439350.500000 Penalty: 3280.625244
	Iteration 18Q: 3 clusters Score -1439350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1439382.625000 Penalty: 3280.625244
	Iteration 19Q: 3 clusters Score -1439383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1439394.750000 Penalty: 3280.625244
	Iteration 20F: 3 clusters Score -1439395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1439434.125000 Penalty: 3280.625244
	Iteration 21Q: 3 clusters Score -1439434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1439468.250000 Penalty: 3280.625244
	Iteration 22Q: 3 clusters Score -1439468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1439496.625000 Penalty: 3280.625244
	Iteration 23Q: 3 clusters Score -1439497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -1439527.750000 Penalty: 3280.625244
	Iteration 24Q: 3 clusters Score -1439528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1439556.625000 Penalty: 3280.625244
	Iteration 25Q: 3 clusters Score -1439557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -1439584.750000 Penalty: 3280.625244
	Iteration 26Q: 3 clusters Score -1439585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -1439602.625000 Penalty: 3280.625244
	Iteration 27Q: 3 clusters Score -1439603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1439618.875000 Penalty: 3280.625244
	Iteration 28Q: 3 clusters Score -1439619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1439629.000000 Penalty: 3280.625244
	Iteration 29Q: 3 clusters Score -1439629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -1439631.250000 Penalty: 3280.625244
	Iteration 30Q: 3 clusters Score -1439631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -1439634.875000 Penalty: 3280.625244
	Iteration 31Q: 3 clusters Score -1439635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -1439638.750000 Penalty: 3280.625244
	Iteration 32Q: 3 clusters Score -1439639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -1439638.250000 Penalty: 3280.625244
	Iteration 33Q: 3 clusters Score -1439638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -1439641.750000 Penalty: 3280.625244
	Iteration 34Q: 3 clusters Score -1439642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -1439641.500000 Penalty: 3280.625244
	Iteration 35Q: 3 clusters Score -1439642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -1439644.875000 Penalty: 3280.625244
	Iteration 36Q: 3 clusters Score -1439645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -1439647.125000 Penalty: 3280.625244
	Iteration 37Q: 3 clusters Score -1439647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -1439645.875000 Penalty: 3280.625244
	Iteration 38Q: 3 clusters Score -1439646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -1439645.500000 Penalty: 3280.625244
	Iteration 39Q: 3 clusters Score -1439646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -1439645.375000 Penalty: 3280.625244
	Iteration 40F: 3 clusters Score -1439645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1439647.625000 Penalty: 3280.625244
	Iteration 41Q: 3 clusters Score -1439648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1439648.125000 Penalty: 3280.625244
	Iteration 42Q: 3 clusters Score -1439648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1439649.750000 Penalty: 3280.625244
	Iteration 43Q: 3 clusters Score -1439650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1439652.625000 Penalty: 3280.625244
	Iteration 44Q: 3 clusters Score -1439653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -1439656.250000 Penalty: 3280.625244
	Iteration 45Q: 3 clusters Score -1439656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -1439658.125000 Penalty: 3280.625244
	Iteration 46Q: 3 clusters Score -1439658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -1439660.375000 Penalty: 3280.625244
	Iteration 47Q: 3 clusters Score -1439660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1439659.875000 Penalty: 3280.625244
	Iteration 48Q: 3 clusters Score -1439660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1439662.125000 Penalty: 3280.625244
	Iteration 49Q: 3 clusters Score -1439662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1439662.500000 Penalty: 3280.625244
	Iteration 50Q: 3 clusters Score -1439662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1439664.375000 Penalty: 3280.625244
	Iteration 51Q: 3 clusters Score -1439664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1439664.375000 Penalty: 3280.625244
	Iteration 52F: 3 clusters Score -1439664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -72785.609375 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -72785.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71106.640625 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -71106.64 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -71408.039062 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -71408.04 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71489.226562 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -71489.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71537.523438 Penalty: 2327.022461
	Iteration 3Q: 3 clusters Score -71537.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71570.093750 Penalty: 2327.022461
	Iteration 4Q: 3 clusters Score -71570.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -71592.726562 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -71592.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -71605.984375 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -71605.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -71620.070312 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -71620.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71627.335938 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -71627.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -71638.109375 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -71638.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71651.617188 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -71651.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -71664.070312 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -71664.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -71672.210938 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -71672.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71675.437500 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -71675.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -71677.968750 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -71677.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -71680.320312 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -71680.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -71681.750000 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -71681.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -71683.828125 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -71683.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71687.015625 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -71687.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -71690.562500 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -71690.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -71693.601562 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -71693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -71696.914062 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -71696.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -71698.085938 Penalty: 2327.022461
	Iteration 22Q: 3 clusters Score -71698.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -71700.906250 Penalty: 2327.022461
	Iteration 23Q: 3 clusters Score -71700.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -71703.062500 Penalty: 2327.022461
	Iteration 24Q: 3 clusters Score -71703.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -71705.078125 Penalty: 2327.022461
	Iteration 25Q: 3 clusters Score -71705.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -71705.648438 Penalty: 2327.022461
	Iteration 26Q: 3 clusters Score -71705.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -71705.648438 Penalty: 2327.022461
	Iteration 27F: 3 clusters Score -71705.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -615894.750000 Penalty: 1502.474609
	Iteration 0F: 2 clusters Score -615894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -608546.125000 Penalty: 3004.949219
	Iteration 0F: 3 clusters Score -608546.1 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -611199.562500 Penalty: 3004.949219
	Iteration 1F: 3 clusters Score -611199.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -611731.312500 Penalty: 3004.949219
	Iteration 2F: 3 clusters Score -611731.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -612294.625000 Penalty: 3004.949219
	Iteration 3F: 3 clusters Score -612294.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -612813.000000 Penalty: 3004.949219
	Iteration 4F: 3 clusters Score -612813 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -613290.437500 Penalty: 3004.949219
	Iteration 5F: 3 clusters Score -613290.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -613633.375000 Penalty: 3004.949219
	Iteration 6F: 3 clusters Score -613633.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -613857.625000 Penalty: 3004.949219
	Iteration 7Q: 3 clusters Score -613857.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -614003.312500 Penalty: 3004.949219
	Iteration 8Q: 3 clusters Score -614003.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -614101.500000 Penalty: 3004.949219
	Iteration 9Q: 3 clusters Score -614101.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -614170.062500 Penalty: 3004.949219
	Iteration 10Q: 3 clusters Score -614170.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -614241.125000 Penalty: 3004.949219
	Iteration 11Q: 3 clusters Score -614241.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -614305.437500 Penalty: 3004.949219
	Iteration 12Q: 3 clusters Score -614305.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -614373.625000 Penalty: 3004.949219
	Iteration 13Q: 3 clusters Score -614373.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -614452.000000 Penalty: 3004.949219
	Iteration 14Q: 3 clusters Score -614452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -614522.000000 Penalty: 3004.949219
	Iteration 15Q: 3 clusters Score -614522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -614567.750000 Penalty: 3004.949219
	Iteration 16Q: 3 clusters Score -614567.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -614596.062500 Penalty: 3004.949219
	Iteration 17Q: 3 clusters Score -614596.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -614615.375000 Penalty: 3004.949219
	Iteration 18Q: 3 clusters Score -614615.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -614630.812500 Penalty: 3004.949219
	Iteration 19Q: 3 clusters Score -614630.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -614645.687500 Penalty: 3004.949219
	Iteration 20F: 3 clusters Score -614645.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -614652.875000 Penalty: 3004.949219
	Iteration 21Q: 3 clusters Score -614652.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -614661.937500 Penalty: 3004.949219
	Iteration 22Q: 3 clusters Score -614661.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -614671.562500 Penalty: 3004.949219
	Iteration 23Q: 3 clusters Score -614671.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614682.125000 Penalty: 3004.949219
	Iteration 24Q: 3 clusters Score -614682.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -614692.125000 Penalty: 3004.949219
	Iteration 25Q: 3 clusters Score -614692.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -614702.437500 Penalty: 3004.949219
	Iteration 26Q: 3 clusters Score -614702.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -614712.500000 Penalty: 3004.949219
	Iteration 27Q: 3 clusters Score -614712.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -614728.250000 Penalty: 3004.949219
	Iteration 28Q: 3 clusters Score -614728.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -614742.687500 Penalty: 3004.949219
	Iteration 29Q: 3 clusters Score -614742.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -614757.250000 Penalty: 3004.949219
	Iteration 30Q: 3 clusters Score -614757.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -614775.062500 Penalty: 3004.949219
	Iteration 31Q: 3 clusters Score -614775.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -614792.937500 Penalty: 3004.949219
	Iteration 32Q: 3 clusters Score -614792.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -614812.625000 Penalty: 3004.949219
	Iteration 33Q: 3 clusters Score -614812.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -614828.187500 Penalty: 3004.949219
	Iteration 34Q: 3 clusters Score -614828.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -614843.687500 Penalty: 3004.949219
	Iteration 35Q: 3 clusters Score -614843.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -614864.500000 Penalty: 3004.949219
	Iteration 36Q: 3 clusters Score -614864.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -614885.875000 Penalty: 3004.949219
	Iteration 37Q: 3 clusters Score -614885.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -614902.062500 Penalty: 3004.949219
	Iteration 38Q: 3 clusters Score -614902.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -614916.187500 Penalty: 3004.949219
	Iteration 39Q: 3 clusters Score -614916.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -614927.375000 Penalty: 3004.949219
	Iteration 40F: 3 clusters Score -614927.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -614938.750000 Penalty: 3004.949219
	Iteration 41Q: 3 clusters Score -614938.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -614954.250000 Penalty: 3004.949219
	Iteration 42Q: 3 clusters Score -614954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -614964.687500 Penalty: 3004.949219
	Iteration 43Q: 3 clusters Score -614964.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -614972.312500 Penalty: 3004.949219
	Iteration 44Q: 3 clusters Score -614972.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -614977.750000 Penalty: 3004.949219
	Iteration 45Q: 3 clusters Score -614977.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -614989.375000 Penalty: 3004.949219
	Iteration 46Q: 3 clusters Score -614989.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -615001.687500 Penalty: 3004.949219
	Iteration 47Q: 3 clusters Score -615001.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -615012.375000 Penalty: 3004.949219
	Iteration 48Q: 3 clusters Score -615012.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -615020.687500 Penalty: 3004.949219
	Iteration 49Q: 3 clusters Score -615020.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -615028.812500 Penalty: 3004.949219
	Iteration 50Q: 3 clusters Score -615028.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -615035.375000 Penalty: 3004.949219
	Iteration 51Q: 3 clusters Score -615035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -615039.625000 Penalty: 3004.949219
	Iteration 52Q: 3 clusters Score -615039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -615042.937500 Penalty: 3004.949219
	Iteration 53Q: 3 clusters Score -615042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -615048.625000 Penalty: 3004.949219
	Iteration 54Q: 3 clusters Score -615048.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -615055.625000 Penalty: 3004.949219
	Iteration 55Q: 3 clusters Score -615055.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -615056.750000 Penalty: 3004.949219
	Iteration 56Q: 3 clusters Score -615056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -615058.250000 Penalty: 3004.949219
	Iteration 57Q: 3 clusters Score -615058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -615059.125000 Penalty: 3004.949219
	Iteration 58Q: 3 clusters Score -615059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -615063.000000 Penalty: 3004.949219
	Iteration 59Q: 3 clusters Score -615063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -615065.875000 Penalty: 3004.949219
	Iteration 60F: 3 clusters Score -615065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -615068.687500 Penalty: 3004.949219
	Iteration 61Q: 3 clusters Score -615068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -615070.500000 Penalty: 3004.949219
	Iteration 62Q: 3 clusters Score -615070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -615072.500000 Penalty: 3004.949219
	Iteration 63Q: 3 clusters Score -615072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -615071.500000 Penalty: 3004.949219
	Iteration 64Q: 3 clusters Score -615071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -615073.437500 Penalty: 3004.949219
	Iteration 65Q: 3 clusters Score -615073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -615073.437500 Penalty: 3004.949219
	Iteration 66Q: 3 clusters Score -615073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -615074.000000 Penalty: 3004.949219
	Iteration 67Q: 3 clusters Score -615074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -615074.562500 Penalty: 3004.949219
	Iteration 68Q: 3 clusters Score -615074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -615074.375000 Penalty: 3004.949219
	Iteration 69Q: 3 clusters Score -615074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -615076.125000 Penalty: 3004.949219
	Iteration 70Q: 3 clusters Score -615076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -615078.750000 Penalty: 3004.949219
	Iteration 71Q: 3 clusters Score -615078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -615078.187500 Penalty: 3004.949219
	Iteration 72Q: 3 clusters Score -615078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -615078.687500 Penalty: 3004.949219
	Iteration 73Q: 3 clusters Score -615078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -615078.687500 Penalty: 3004.949219
	Iteration 74Q: 3 clusters Score -615078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -615080.062500 Penalty: 3004.949219
	Iteration 75Q: 3 clusters Score -615080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -615079.562500 Penalty: 3004.949219
	Iteration 76Q: 3 clusters Score -615079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -615079.562500 Penalty: 3004.949219
	Iteration 77F: 3 clusters Score -615079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -210274.796875 Penalty: 1356.637329
	Iteration 0F: 2 clusters Score -210274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -206796.265625 Penalty: 2713.274658
	Iteration 0F: 3 clusters Score -206796.3 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -207901.906250 Penalty: 2713.274658
	Iteration 1F: 3 clusters Score -207901.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -208237.578125 Penalty: 2713.274658
	Iteration 2F: 3 clusters Score -208237.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -208540.640625 Penalty: 2713.274658
	Iteration 3F: 3 clusters Score -208540.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -208780.390625 Penalty: 2713.274658
	Iteration 4F: 3 clusters Score -208780.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -208964.750000 Penalty: 2713.274658
	Iteration 5F: 3 clusters Score -208964.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -209130.468750 Penalty: 2713.274658
	Iteration 6Q: 3 clusters Score -209130.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -209272.859375 Penalty: 2713.274658
	Iteration 7Q: 3 clusters Score -209272.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -209418.093750 Penalty: 2713.274658
	Iteration 8Q: 3 clusters Score -209418.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -209528.140625 Penalty: 2713.274658
	Iteration 9Q: 3 clusters Score -209528.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -209601.640625 Penalty: 2713.274658
	Iteration 10Q: 3 clusters Score -209601.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -209662.531250 Penalty: 2713.274658
	Iteration 11Q: 3 clusters Score -209662.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -209714.125000 Penalty: 2713.274658
	Iteration 12Q: 3 clusters Score -209714.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -209752.515625 Penalty: 2713.274658
	Iteration 13Q: 3 clusters Score -209752.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -209782.859375 Penalty: 2713.274658
	Iteration 14Q: 3 clusters Score -209782.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -209804.906250 Penalty: 2713.274658
	Iteration 15Q: 3 clusters Score -209804.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -209821.578125 Penalty: 2713.274658
	Iteration 16Q: 3 clusters Score -209821.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -209834.828125 Penalty: 2713.274658
	Iteration 17Q: 3 clusters Score -209834.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -209847.734375 Penalty: 2713.274658
	Iteration 18Q: 3 clusters Score -209847.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -209859.218750 Penalty: 2713.274658
	Iteration 19Q: 3 clusters Score -209859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -209867.046875 Penalty: 2713.274658
	Iteration 20F: 3 clusters Score -209867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -209877.859375 Penalty: 2713.274658
	Iteration 21Q: 3 clusters Score -209877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -209886.468750 Penalty: 2713.274658
	Iteration 22Q: 3 clusters Score -209886.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -209895.031250 Penalty: 2713.274658
	Iteration 23Q: 3 clusters Score -209895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -209902.781250 Penalty: 2713.274658
	Iteration 24Q: 3 clusters Score -209902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -209907.109375 Penalty: 2713.274658
	Iteration 25Q: 3 clusters Score -209907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -209909.984375 Penalty: 2713.274658
	Iteration 26Q: 3 clusters Score -209910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -209911.656250 Penalty: 2713.274658
	Iteration 27Q: 3 clusters Score -209911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -209913.406250 Penalty: 2713.274658
	Iteration 28Q: 3 clusters Score -209913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -209914.265625 Penalty: 2713.274658
	Iteration 29Q: 3 clusters Score -209914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -209915.093750 Penalty: 2713.274658
	Iteration 30Q: 3 clusters Score -209915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -209914.937500 Penalty: 2713.274658
	Iteration 31Q: 3 clusters Score -209914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -209915.328125 Penalty: 2713.274658
	Iteration 32Q: 3 clusters Score -209915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -209915.328125 Penalty: 2713.274658
	Iteration 33F: 3 clusters Score -209915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Entering Unmasked Estep 
Score: -495866.875000 Penalty: 1470.538452
	Iteration 0F: 2 clusters Score -495866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -489658.437500 Penalty: 2941.076904
	Iteration 0F: 3 clusters Score -489658.4 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -491833.625000 Penalty: 2941.076904
	Iteration 1F: 3 clusters Score -491833.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -492287.562500 Penalty: 2941.076904
	Iteration 2F: 3 clusters Score -492287.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -492709.000000 Penalty: 2941.076904
	Iteration 3F: 3 clusters Score -492709 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -493112.000000 Penalty: 2941.076904
	Iteration 4F: 3 clusters Score -493112 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -493434.781250 Penalty: 2941.076904
	Iteration 5F: 3 clusters Score -493434.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -493722.593750 Penalty: 2941.076904
	Iteration 6Q: 3 clusters Score -493722.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -493986.000000 Penalty: 2941.076904
	Iteration 7Q: 3 clusters Score -493986 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -494181.750000 Penalty: 2941.076904
	Iteration 8Q: 3 clusters Score -494181.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -494326.437500 Penalty: 2941.076904
	Iteration 9Q: 3 clusters Score -494326.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -494442.281250 Penalty: 2941.076904
	Iteration 10Q: 3 clusters Score -494442.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -494530.562500 Penalty: 2941.076904
	Iteration 11Q: 3 clusters Score -494530.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -494610.406250 Penalty: 2941.076904
	Iteration 12Q: 3 clusters Score -494610.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -494661.437500 Penalty: 2941.076904
	Iteration 13Q: 3 clusters Score -494661.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -494700.000000 Penalty: 2941.076904
	Iteration 14Q: 3 clusters Score -494700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -494733.437500 Penalty: 2941.076904
	Iteration 15Q: 3 clusters Score -494733.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -494756.500000 Penalty: 2941.076904
	Iteration 16Q: 3 clusters Score -494756.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -494775.750000 Penalty: 2941.076904
	Iteration 17Q: 3 clusters Score -494775.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -494792.875000 Penalty: 2941.076904
	Iteration 18Q: 3 clusters Score -494792.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -494806.750000 Penalty: 2941.076904
	Iteration 19Q: 3 clusters Score -494806.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -494811.968750 Penalty: 2941.076904
	Iteration 20F: 3 clusters Score -494812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -494814.875000 Penalty: 2941.076904
	Iteration 21Q: 3 clusters Score -494814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -494819.312500 Penalty: 2941.076904
	Iteration 22Q: 3 clusters Score -494819.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -494820.843750 Penalty: 2941.076904
	Iteration 23Q: 3 clusters Score -494820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -494824.625000 Penalty: 2941.076904
	Iteration 24Q: 3 clusters Score -494824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -494825.812500 Penalty: 2941.076904
	Iteration 25Q: 3 clusters Score -494825.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -494828.156250 Penalty: 2941.076904
	Iteration 26Q: 3 clusters Score -494828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -494830.968750 Penalty: 2941.076904
	Iteration 27Q: 3 clusters Score -494831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -494834.218750 Penalty: 2941.076904
	Iteration 28Q: 3 clusters Score -494834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -494838.843750 Penalty: 2941.076904
	Iteration 29Q: 3 clusters Score -494838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -494843.500000 Penalty: 2941.076904
	Iteration 30Q: 3 clusters Score -494843.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -494847.593750 Penalty: 2941.076904
	Iteration 31Q: 3 clusters Score -494847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -494850.312500 Penalty: 2941.076904
	Iteration 32Q: 3 clusters Score -494850.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -494852.093750 Penalty: 2941.076904
	Iteration 33Q: 3 clusters Score -494852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -494854.156250 Penalty: 2941.076904
	Iteration 34Q: 3 clusters Score -494854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -494855.218750 Penalty: 2941.076904
	Iteration 35Q: 3 clusters Score -494855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -494856.343750 Penalty: 2941.076904
	Iteration 36Q: 3 clusters Score -494856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -494858.156250 Penalty: 2941.076904
	Iteration 37Q: 3 clusters Score -494858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -494859.625000 Penalty: 2941.076904
	Iteration 38Q: 3 clusters Score -494859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -494858.718750 Penalty: 2941.076904
	Iteration 39Q: 3 clusters Score -494858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -494860.250000 Penalty: 2941.076904
	Iteration 40F: 3 clusters Score -494860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -494860.062500 Penalty: 2941.076904
	Iteration 41Q: 3 clusters Score -494860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -494861.937500 Penalty: 2941.076904
	Iteration 42Q: 3 clusters Score -494861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -494863.125000 Penalty: 2941.076904
	Iteration 43Q: 3 clusters Score -494863.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -494864.718750 Penalty: 2941.076904
	Iteration 44Q: 3 clusters Score -494864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -494867.812500 Penalty: 2941.076904
	Iteration 45Q: 3 clusters Score -494867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -494868.093750 Penalty: 2941.076904
	Iteration 46Q: 3 clusters Score -494868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -494870.593750 Penalty: 2941.076904
	Iteration 47Q: 3 clusters Score -494870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -494871.406250 Penalty: 2941.076904
	Iteration 48Q: 3 clusters Score -494871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -494872.312500 Penalty: 2941.076904
	Iteration 49Q: 3 clusters Score -494872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -494871.468750 Penalty: 2941.076904
	Iteration 50Q: 3 clusters Score -494871.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -494871.468750 Penalty: 2941.076904
	Iteration 51F: 3 clusters Score -494871.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Entering Unmasked Estep 
Score: -786851.437500 Penalty: 1554.347290
	Iteration 0F: 2 clusters Score -786851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -776878.062500 Penalty: 3108.694580
	Iteration 0F: 3 clusters Score -776878.1 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -780518.625000 Penalty: 3108.694580
	Iteration 1F: 3 clusters Score -780518.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -780912.812500 Penalty: 3108.694580
	Iteration 2F: 3 clusters Score -780912.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -781335.500000 Penalty: 3108.694580
	Iteration 3F: 3 clusters Score -781335.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -781892.187500 Penalty: 3108.694580
	Iteration 4F: 3 clusters Score -781892.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -782522.937500 Penalty: 3108.694580
	Iteration 5F: 3 clusters Score -782522.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -783227.937500 Penalty: 3108.694580
	Iteration 6F: 3 clusters Score -783227.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -784033.125000 Penalty: 3108.694580
	Iteration 7F: 3 clusters Score -784033.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -784715.312500 Penalty: 3108.694580
	Iteration 8Q: 3 clusters Score -784715.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -785235.500000 Penalty: 3108.694580
	Iteration 9Q: 3 clusters Score -785235.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -785560.500000 Penalty: 3108.694580
	Iteration 10Q: 3 clusters Score -785560.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -785777.312500 Penalty: 3108.694580
	Iteration 11Q: 3 clusters Score -785777.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -785947.375000 Penalty: 3108.694580
	Iteration 12Q: 3 clusters Score -785947.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -786053.875000 Penalty: 3108.694580
	Iteration 13Q: 3 clusters Score -786053.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -786114.937500 Penalty: 3108.694580
	Iteration 14Q: 3 clusters Score -786114.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -786141.687500 Penalty: 3108.694580
	Iteration 15Q: 3 clusters Score -786141.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -786173.187500 Penalty: 3108.694580
	Iteration 16Q: 3 clusters Score -786173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -786190.062500 Penalty: 3108.694580
	Iteration 17Q: 3 clusters Score -786190.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -786207.250000 Penalty: 3108.694580
	Iteration 18Q: 3 clusters Score -786207.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -786219.375000 Penalty: 3108.694580
	Iteration 19Q: 3 clusters Score -786219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -786232.312500 Penalty: 3108.694580
	Iteration 20F: 3 clusters Score -786232.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -786243.500000 Penalty: 3108.694580
	Iteration 21Q: 3 clusters Score -786243.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -786249.187500 Penalty: 3108.694580
	Iteration 22Q: 3 clusters Score -786249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -786252.187500 Penalty: 3108.694580
	Iteration 23Q: 3 clusters Score -786252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -786255.187500 Penalty: 3108.694580
	Iteration 24Q: 3 clusters Score -786255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -786254.875000 Penalty: 3108.694580
	Iteration 25Q: 3 clusters Score -786254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -786259.687500 Penalty: 3108.694580
	Iteration 26Q: 3 clusters Score -786259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -786262.875000 Penalty: 3108.694580
	Iteration 27Q: 3 clusters Score -786262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -786263.875000 Penalty: 3108.694580
	Iteration 28Q: 3 clusters Score -786263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -786265.187500 Penalty: 3108.694580
	Iteration 29Q: 3 clusters Score -786265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -786264.625000 Penalty: 3108.694580
	Iteration 30Q: 3 clusters Score -786264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -786267.187500 Penalty: 3108.694580
	Iteration 31Q: 3 clusters Score -786267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -786269.500000 Penalty: 3108.694580
	Iteration 32Q: 3 clusters Score -786269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -786271.187500 Penalty: 3108.694580
	Iteration 33Q: 3 clusters Score -786271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -786273.187500 Penalty: 3108.694580
	Iteration 34Q: 3 clusters Score -786273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -786273.750000 Penalty: 3108.694580
	Iteration 35Q: 3 clusters Score -786273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -786275.812500 Penalty: 3108.694580
	Iteration 36Q: 3 clusters Score -786275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -786277.500000 Penalty: 3108.694580
	Iteration 37Q: 3 clusters Score -786277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -786278.375000 Penalty: 3108.694580
	Iteration 38Q: 3 clusters Score -786278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -786278.125000 Penalty: 3108.694580
	Iteration 39Q: 3 clusters Score -786278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -786279.250000 Penalty: 3108.694580
	Iteration 40F: 3 clusters Score -786279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -786280.625000 Penalty: 3108.694580
	Iteration 41Q: 3 clusters Score -786280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -786284.062500 Penalty: 3108.694580
	Iteration 42Q: 3 clusters Score -786284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -786284.375000 Penalty: 3108.694580
	Iteration 43Q: 3 clusters Score -786284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -786285.437500 Penalty: 3108.694580
	Iteration 44Q: 3 clusters Score -786285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -786285.437500 Penalty: 3108.694580
	Iteration 45F: 3 clusters Score -786285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -214104.796875 Penalty: 1345.697876
	Iteration 0F: 2 clusters Score -214104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -210821.765625 Penalty: 2691.395752
	Iteration 0F: 3 clusters Score -210821.8 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -211651.296875 Penalty: 2691.395752
	Iteration 1F: 3 clusters Score -211651.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -211800.984375 Penalty: 2691.395752
	Iteration 2F: 3 clusters Score -211801 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -211896.734375 Penalty: 2691.395752
	Iteration 3Q: 3 clusters Score -211896.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -211972.093750 Penalty: 2691.395752
	Iteration 4Q: 3 clusters Score -211972.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -212029.656250 Penalty: 2691.395752
	Iteration 5Q: 3 clusters Score -212029.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212073.875000 Penalty: 2691.395752
	Iteration 6Q: 3 clusters Score -212073.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -212108.296875 Penalty: 2691.395752
	Iteration 7Q: 3 clusters Score -212108.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -212140.703125 Penalty: 2691.395752
	Iteration 8Q: 3 clusters Score -212140.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212177.734375 Penalty: 2691.395752
	Iteration 9Q: 3 clusters Score -212177.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -212213.375000 Penalty: 2691.395752
	Iteration 10Q: 3 clusters Score -212213.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -212240.031250 Penalty: 2691.395752
	Iteration 11Q: 3 clusters Score -212240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -212268.250000 Penalty: 2691.395752
	Iteration 12Q: 3 clusters Score -212268.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -212290.921875 Penalty: 2691.395752
	Iteration 13Q: 3 clusters Score -212290.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -212309.109375 Penalty: 2691.395752
	Iteration 14Q: 3 clusters Score -212309.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -212329.140625 Penalty: 2691.395752
	Iteration 15Q: 3 clusters Score -212329.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -212343.125000 Penalty: 2691.395752
	Iteration 16Q: 3 clusters Score -212343.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -212353.625000 Penalty: 2691.395752
	Iteration 17Q: 3 clusters Score -212353.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -212361.359375 Penalty: 2691.395752
	Iteration 18Q: 3 clusters Score -212361.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -212370.656250 Penalty: 2691.395752
	Iteration 19Q: 3 clusters Score -212370.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -212379.312500 Penalty: 2691.395752
	Iteration 20F: 3 clusters Score -212379.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -212389.093750 Penalty: 2691.395752
	Iteration 21Q: 3 clusters Score -212389.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -212400.125000 Penalty: 2691.395752
	Iteration 22Q: 3 clusters Score -212400.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -212405.203125 Penalty: 2691.395752
	Iteration 23Q: 3 clusters Score -212405.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -212409.687500 Penalty: 2691.395752
	Iteration 24Q: 3 clusters Score -212409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -212411.968750 Penalty: 2691.395752
	Iteration 25Q: 3 clusters Score -212412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -212414.234375 Penalty: 2691.395752
	Iteration 26Q: 3 clusters Score -212414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -212415.109375 Penalty: 2691.395752
	Iteration 27Q: 3 clusters Score -212415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -212416.890625 Penalty: 2691.395752
	Iteration 28Q: 3 clusters Score -212416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -212418.515625 Penalty: 2691.395752
	Iteration 29Q: 3 clusters Score -212418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -212419.750000 Penalty: 2691.395752
	Iteration 30Q: 3 clusters Score -212419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -212420.828125 Penalty: 2691.395752
	Iteration 31Q: 3 clusters Score -212420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -212421.859375 Penalty: 2691.395752
	Iteration 32Q: 3 clusters Score -212421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212422.968750 Penalty: 2691.395752
	Iteration 33Q: 3 clusters Score -212423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -212424.546875 Penalty: 2691.395752
	Iteration 34Q: 3 clusters Score -212424.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -212429.250000 Penalty: 2691.395752
	Iteration 35Q: 3 clusters Score -212429.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -212436.609375 Penalty: 2691.395752
	Iteration 36Q: 3 clusters Score -212436.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -212444.828125 Penalty: 2691.395752
	Iteration 37Q: 3 clusters Score -212444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -212450.890625 Penalty: 2691.395752
	Iteration 38Q: 3 clusters Score -212450.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -212457.296875 Penalty: 2691.395752
	Iteration 39Q: 3 clusters Score -212457.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -212461.812500 Penalty: 2691.395752
	Iteration 40F: 3 clusters Score -212461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212470.109375 Penalty: 2691.395752
	Iteration 41Q: 3 clusters Score -212470.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -212477.046875 Penalty: 2691.395752
	Iteration 42Q: 3 clusters Score -212477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -212483.734375 Penalty: 2691.395752
	Iteration 43Q: 3 clusters Score -212483.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -212491.187500 Penalty: 2691.395752
	Iteration 44Q: 3 clusters Score -212491.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -212501.703125 Penalty: 2691.395752
	Iteration 45Q: 3 clusters Score -212501.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -212515.187500 Penalty: 2691.395752
	Iteration 46Q: 3 clusters Score -212515.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212524.796875 Penalty: 2691.395752
	Iteration 47Q: 3 clusters Score -212524.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212532.750000 Penalty: 2691.395752
	Iteration 48Q: 3 clusters Score -212532.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212539.140625 Penalty: 2691.395752
	Iteration 49Q: 3 clusters Score -212539.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212547.625000 Penalty: 2691.395752
	Iteration 50Q: 3 clusters Score -212547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -212554.843750 Penalty: 2691.395752
	Iteration 51Q: 3 clusters Score -212554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -212559.687500 Penalty: 2691.395752
	Iteration 52Q: 3 clusters Score -212559.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -212563.796875 Penalty: 2691.395752
	Iteration 53Q: 3 clusters Score -212563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -212568.703125 Penalty: 2691.395752
	Iteration 54Q: 3 clusters Score -212568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -212571.421875 Penalty: 2691.395752
	Iteration 55Q: 3 clusters Score -212571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -212576.671875 Penalty: 2691.395752
	Iteration 56Q: 3 clusters Score -212576.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212580.484375 Penalty: 2691.395752
	Iteration 57Q: 3 clusters Score -212580.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -212584.390625 Penalty: 2691.395752
	Iteration 58Q: 3 clusters Score -212584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212587.187500 Penalty: 2691.395752
	Iteration 59Q: 3 clusters Score -212587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212589.984375 Penalty: 2691.395752
	Iteration 60F: 3 clusters Score -212590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212592.078125 Penalty: 2691.395752
	Iteration 61Q: 3 clusters Score -212592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -212594.968750 Penalty: 2691.395752
	Iteration 62Q: 3 clusters Score -212595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212599.640625 Penalty: 2691.395752
	Iteration 63Q: 3 clusters Score -212599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212604.203125 Penalty: 2691.395752
	Iteration 64Q: 3 clusters Score -212604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -212610.062500 Penalty: 2691.395752
	Iteration 65Q: 3 clusters Score -212610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -212613.781250 Penalty: 2691.395752
	Iteration 66Q: 3 clusters Score -212613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -212616.703125 Penalty: 2691.395752
	Iteration 67Q: 3 clusters Score -212616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -212619.140625 Penalty: 2691.395752
	Iteration 68Q: 3 clusters Score -212619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -212624.843750 Penalty: 2691.395752
	Iteration 69Q: 3 clusters Score -212624.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212630.750000 Penalty: 2691.395752
	Iteration 70Q: 3 clusters Score -212630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212636.781250 Penalty: 2691.395752
	Iteration 71Q: 3 clusters Score -212636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -212641.593750 Penalty: 2691.395752
	Iteration 72Q: 3 clusters Score -212641.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -212649.187500 Penalty: 2691.395752
	Iteration 73Q: 3 clusters Score -212649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212655.968750 Penalty: 2691.395752
	Iteration 74Q: 3 clusters Score -212656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -212662.468750 Penalty: 2691.395752
	Iteration 75Q: 3 clusters Score -212662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -212666.312500 Penalty: 2691.395752
	Iteration 76Q: 3 clusters Score -212666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -212669.531250 Penalty: 2691.395752
	Iteration 77Q: 3 clusters Score -212669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -212672.796875 Penalty: 2691.395752
	Iteration 78Q: 3 clusters Score -212672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -212676.140625 Penalty: 2691.395752
	Iteration 79Q: 3 clusters Score -212676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -212678.296875 Penalty: 2691.395752
	Iteration 80F: 3 clusters Score -212678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212679.687500 Penalty: 2691.395752
	Iteration 81Q: 3 clusters Score -212679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -212680.046875 Penalty: 2691.395752
	Iteration 82Q: 3 clusters Score -212680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212680.796875 Penalty: 2691.395752
	Iteration 83Q: 3 clusters Score -212680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212680.796875 Penalty: 2691.395752
	Iteration 84F: 3 clusters Score -212680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -309630.312500 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -309630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -305466.656250 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -305466.7 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -306662.281250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -306662.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -306855.156250 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -306855.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -306990.812500 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -306990.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -307087.593750 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -307087.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -307161.125000 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -307161.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -307211.375000 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -307211.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -307246.250000 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -307246.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -307269.468750 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -307269.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -307286.531250 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -307286.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -307301.187500 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -307301.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -307320.218750 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -307320.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -307337.375000 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -307337.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -307353.812500 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -307353.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -307371.562500 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -307371.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -307393.906250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -307393.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -307410.187500 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -307410.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -307421.875000 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -307421.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -307435.093750 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -307435.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -307451.718750 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -307451.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -307467.156250 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -307467.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -307490.250000 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -307490.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -307518.656250 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -307518.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -307545.218750 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -307545.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -307577.406250 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -307577.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -307611.000000 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -307611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -307648.968750 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -307649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -307690.281250 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -307690.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -307731.093750 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -307731.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -307761.937500 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -307761.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -307781.937500 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -307781.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -307798.656250 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -307798.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -307814.343750 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -307814.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -307830.531250 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -307830.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -307848.843750 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -307848.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -307868.156250 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -307868.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -307892.593750 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -307892.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -307913.437500 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -307913.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -307930.187500 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -307930.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -307952.406250 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -307952.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -307975.125000 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -307975.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -307996.906250 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -307996.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -308015.718750 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -308015.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -308031.125000 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -308031.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -308048.656250 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -308048.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -308069.781250 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -308069.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -308090.031250 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -308090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -308111.156250 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -308111.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -308124.906250 Penalty: 2789.347168
	Iteration 48Q: 3 clusters Score -308124.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -308138.468750 Penalty: 2789.347168
	Iteration 49Q: 3 clusters Score -308138.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -308149.875000 Penalty: 2789.347168
	Iteration 50Q: 3 clusters Score -308149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -308160.218750 Penalty: 2789.347168
	Iteration 51Q: 3 clusters Score -308160.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -308168.218750 Penalty: 2789.347168
	Iteration 52Q: 3 clusters Score -308168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -308174.281250 Penalty: 2789.347168
	Iteration 53Q: 3 clusters Score -308174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -308179.687500 Penalty: 2789.347168
	Iteration 54Q: 3 clusters Score -308179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -308184.750000 Penalty: 2789.347168
	Iteration 55Q: 3 clusters Score -308184.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -308188.031250 Penalty: 2789.347168
	Iteration 56Q: 3 clusters Score -308188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -308191.593750 Penalty: 2789.347168
	Iteration 57Q: 3 clusters Score -308191.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -308199.750000 Penalty: 2789.347168
	Iteration 58Q: 3 clusters Score -308199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -308207.093750 Penalty: 2789.347168
	Iteration 59Q: 3 clusters Score -308207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -308212.500000 Penalty: 2789.347168
	Iteration 60F: 3 clusters Score -308212.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -308217.562500 Penalty: 2789.347168
	Iteration 61Q: 3 clusters Score -308217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -308221.718750 Penalty: 2789.347168
	Iteration 62Q: 3 clusters Score -308221.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -308225.531250 Penalty: 2789.347168
	Iteration 63Q: 3 clusters Score -308225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -308227.343750 Penalty: 2789.347168
	Iteration 64Q: 3 clusters Score -308227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -308229.812500 Penalty: 2789.347168
	Iteration 65Q: 3 clusters Score -308229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308230.906250 Penalty: 2789.347168
	Iteration 66Q: 3 clusters Score -308230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308232.125000 Penalty: 2789.347168
	Iteration 67Q: 3 clusters Score -308232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -308232.468750 Penalty: 2789.347168
	Iteration 68Q: 3 clusters Score -308232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -308233.875000 Penalty: 2789.347168
	Iteration 69Q: 3 clusters Score -308233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308235.156250 Penalty: 2789.347168
	Iteration 70Q: 3 clusters Score -308235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308237.156250 Penalty: 2789.347168
	Iteration 71Q: 3 clusters Score -308237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308238.312500 Penalty: 2789.347168
	Iteration 72Q: 3 clusters Score -308238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -308238.250000 Penalty: 2789.347168
	Iteration 73Q: 3 clusters Score -308238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -308239.250000 Penalty: 2789.347168
	Iteration 74Q: 3 clusters Score -308239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308240.062500 Penalty: 2789.347168
	Iteration 75Q: 3 clusters Score -308240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308241.687500 Penalty: 2789.347168
	Iteration 76Q: 3 clusters Score -308241.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -308243.812500 Penalty: 2789.347168
	Iteration 77Q: 3 clusters Score -308243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -308245.343750 Penalty: 2789.347168
	Iteration 78Q: 3 clusters Score -308245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -308247.187500 Penalty: 2789.347168
	Iteration 79Q: 3 clusters Score -308247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -308254.718750 Penalty: 2789.347168
	Iteration 80F: 3 clusters Score -308254.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -308261.531250 Penalty: 2789.347168
	Iteration 81Q: 3 clusters Score -308261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -308267.156250 Penalty: 2789.347168
	Iteration 82Q: 3 clusters Score -308267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -308270.250000 Penalty: 2789.347168
	Iteration 83Q: 3 clusters Score -308270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -308274.000000 Penalty: 2789.347168
	Iteration 84Q: 3 clusters Score -308274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -308276.062500 Penalty: 2789.347168
	Iteration 85Q: 3 clusters Score -308276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -308277.375000 Penalty: 2789.347168
	Iteration 86Q: 3 clusters Score -308277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -308279.656250 Penalty: 2789.347168
	Iteration 87Q: 3 clusters Score -308279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -308279.625000 Penalty: 2789.347168
	Iteration 88Q: 3 clusters Score -308279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -308279.593750 Penalty: 2789.347168
	Iteration 89Q: 3 clusters Score -308279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -308281.531250 Penalty: 2789.347168
	Iteration 90Q: 3 clusters Score -308281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -308281.593750 Penalty: 2789.347168
	Iteration 91Q: 3 clusters Score -308281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308281.781250 Penalty: 2789.347168
	Iteration 92Q: 3 clusters Score -308281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -308283.656250 Penalty: 2789.347168
	Iteration 93Q: 3 clusters Score -308283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -308284.031250 Penalty: 2789.347168
	Iteration 94Q: 3 clusters Score -308284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -308284.375000 Penalty: 2789.347168
	Iteration 95Q: 3 clusters Score -308284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -308284.750000 Penalty: 2789.347168
	Iteration 96Q: 3 clusters Score -308284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -308284.750000 Penalty: 2789.347168
	Iteration 97F: 3 clusters Score -308284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -217504.125000 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -217504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -214394.375000 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -214394.4 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -215138.453125 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -215138.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -215289.343750 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -215289.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -215403.781250 Penalty: 2661.414307
	Iteration 3F: 3 clusters Score -215403.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -215506.640625 Penalty: 2661.414307
	Iteration 4Q: 3 clusters Score -215506.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -215575.484375 Penalty: 2661.414307
	Iteration 5Q: 3 clusters Score -215575.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -215630.812500 Penalty: 2661.414307
	Iteration 6Q: 3 clusters Score -215630.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -215668.187500 Penalty: 2661.414307
	Iteration 7Q: 3 clusters Score -215668.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -215700.500000 Penalty: 2661.414307
	Iteration 8Q: 3 clusters Score -215700.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -215742.109375 Penalty: 2661.414307
	Iteration 9Q: 3 clusters Score -215742.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -215784.875000 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -215784.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215829.296875 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -215829.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215867.359375 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -215867.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215908.984375 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -215909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -215953.093750 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -215953.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -216000.343750 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -216000.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -216049.937500 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -216049.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216094.968750 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -216095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216140.984375 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -216141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216183.265625 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -216183.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -216214.265625 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -216214.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216239.000000 Penalty: 2661.414307
	Iteration 21Q: 3 clusters Score -216239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -216263.531250 Penalty: 2661.414307
	Iteration 22Q: 3 clusters Score -216263.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -216288.453125 Penalty: 2661.414307
	Iteration 23Q: 3 clusters Score -216288.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -216310.156250 Penalty: 2661.414307
	Iteration 24Q: 3 clusters Score -216310.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -216331.906250 Penalty: 2661.414307
	Iteration 25Q: 3 clusters Score -216331.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216352.015625 Penalty: 2661.414307
	Iteration 26Q: 3 clusters Score -216352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -216372.031250 Penalty: 2661.414307
	Iteration 27Q: 3 clusters Score -216372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216383.968750 Penalty: 2661.414307
	Iteration 28Q: 3 clusters Score -216384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -216389.671875 Penalty: 2661.414307
	Iteration 29Q: 3 clusters Score -216389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -216390.671875 Penalty: 2661.414307
	Iteration 30Q: 3 clusters Score -216390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -216390.671875 Penalty: 2661.414307
	Iteration 31F: 3 clusters Score -216390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Entering Unmasked Estep 
Score: -3940189.250000 Penalty: 1808.251831
	Iteration 0F: 2 clusters Score -3940189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -3894552.500000 Penalty: 3616.503662
	Iteration 0F: 3 clusters Score -3894552 nChanged 32195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3913443.000000 Penalty: 3616.503662
	Iteration 1F: 3 clusters Score -3913443 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3914429.750000 Penalty: 3616.503662
	Iteration 2Q: 3 clusters Score -3914430 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3915858.750000 Penalty: 3616.503662
	Iteration 3Q: 3 clusters Score -3915859 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3918131.750000 Penalty: 3616.503662
	Iteration 4F: 3 clusters Score -3918132 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3921651.250000 Penalty: 3616.503662
	Iteration 5F: 3 clusters Score -3921651 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3926088.250000 Penalty: 3616.503662
	Iteration 6F: 3 clusters Score -3926088 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3930458.250000 Penalty: 3616.503662
	Iteration 7F: 3 clusters Score -3930458 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3933728.500000 Penalty: 3616.503662
	Iteration 8F: 3 clusters Score -3933728 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3935813.500000 Penalty: 3616.503662
	Iteration 9Q: 3 clusters Score -3935814 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3937037.000000 Penalty: 3616.503662
	Iteration 10Q: 3 clusters Score -3937037 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3937696.250000 Penalty: 3616.503662
	Iteration 11Q: 3 clusters Score -3937696 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3938032.750000 Penalty: 3616.503662
	Iteration 12Q: 3 clusters Score -3938033 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3938241.250000 Penalty: 3616.503662
	Iteration 13Q: 3 clusters Score -3938241 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3938356.500000 Penalty: 3616.503662
	Iteration 14Q: 3 clusters Score -3938356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3938443.250000 Penalty: 3616.503662
	Iteration 15Q: 3 clusters Score -3938443 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3938501.750000 Penalty: 3616.503662
	Iteration 16Q: 3 clusters Score -3938502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3938538.500000 Penalty: 3616.503662
	Iteration 17Q: 3 clusters Score -3938538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3938566.250000 Penalty: 3616.503662
	Iteration 18Q: 3 clusters Score -3938566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3938584.250000 Penalty: 3616.503662
	Iteration 19Q: 3 clusters Score -3938584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3938592.500000 Penalty: 3616.503662
	Iteration 20F: 3 clusters Score -3938592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3938596.750000 Penalty: 3616.503662
	Iteration 21Q: 3 clusters Score -3938597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3938603.000000 Penalty: 3616.503662
	Iteration 22Q: 3 clusters Score -3938603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3938605.500000 Penalty: 3616.503662
	Iteration 23Q: 3 clusters Score -3938606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3938612.500000 Penalty: 3616.503662
	Iteration 24Q: 3 clusters Score -3938612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3938619.250000 Penalty: 3616.503662
	Iteration 25Q: 3 clusters Score -3938619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3938623.500000 Penalty: 3616.503662
	Iteration 26Q: 3 clusters Score -3938624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3938624.500000 Penalty: 3616.503662
	Iteration 27Q: 3 clusters Score -3938624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3938625.500000 Penalty: 3616.503662
	Iteration 28Q: 3 clusters Score -3938626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3938625.750000 Penalty: 3616.503662
	Iteration 29Q: 3 clusters Score -3938626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3938627.250000 Penalty: 3616.503662
	Iteration 30Q: 3 clusters Score -3938627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3938628.000000 Penalty: 3616.503662
	Iteration 31Q: 3 clusters Score -3938628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3938628.000000 Penalty: 3616.503662
	Iteration 32F: 3 clusters Score -3938628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -201999.750000 Penalty: 1323.887207
	Iteration 0F: 2 clusters Score -201999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -198950.343750 Penalty: 2647.774414
	Iteration 0F: 3 clusters Score -198950.3 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -199678.656250 Penalty: 2647.774414
	Iteration 1F: 3 clusters Score -199678.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -199828.859375 Penalty: 2647.774414
	Iteration 2F: 3 clusters Score -199828.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -199927.109375 Penalty: 2647.774414
	Iteration 3Q: 3 clusters Score -199927.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -200009.156250 Penalty: 2647.774414
	Iteration 4Q: 3 clusters Score -200009.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -200063.765625 Penalty: 2647.774414
	Iteration 5Q: 3 clusters Score -200063.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -200096.390625 Penalty: 2647.774414
	Iteration 6Q: 3 clusters Score -200096.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -200113.093750 Penalty: 2647.774414
	Iteration 7Q: 3 clusters Score -200113.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -200129.500000 Penalty: 2647.774414
	Iteration 8Q: 3 clusters Score -200129.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -200146.921875 Penalty: 2647.774414
	Iteration 9Q: 3 clusters Score -200146.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -200161.171875 Penalty: 2647.774414
	Iteration 10Q: 3 clusters Score -200161.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -200179.921875 Penalty: 2647.774414
	Iteration 11Q: 3 clusters Score -200179.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -200194.906250 Penalty: 2647.774414
	Iteration 12Q: 3 clusters Score -200194.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -200209.687500 Penalty: 2647.774414
	Iteration 13Q: 3 clusters Score -200209.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -200227.796875 Penalty: 2647.774414
	Iteration 14Q: 3 clusters Score -200227.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -200247.265625 Penalty: 2647.774414
	Iteration 15Q: 3 clusters Score -200247.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -200265.093750 Penalty: 2647.774414
	Iteration 16Q: 3 clusters Score -200265.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -200285.312500 Penalty: 2647.774414
	Iteration 17Q: 3 clusters Score -200285.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -200305.765625 Penalty: 2647.774414
	Iteration 18Q: 3 clusters Score -200305.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -200331.421875 Penalty: 2647.774414
	Iteration 19Q: 3 clusters Score -200331.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -200366.078125 Penalty: 2647.774414
	Iteration 20F: 3 clusters Score -200366.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -200391.781250 Penalty: 2647.774414
	Iteration 21Q: 3 clusters Score -200391.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -200424.640625 Penalty: 2647.774414
	Iteration 22Q: 3 clusters Score -200424.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -200453.109375 Penalty: 2647.774414
	Iteration 23Q: 3 clusters Score -200453.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -200489.234375 Penalty: 2647.774414
	Iteration 24Q: 3 clusters Score -200489.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -200529.343750 Penalty: 2647.774414
	Iteration 25Q: 3 clusters Score -200529.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -200564.953125 Penalty: 2647.774414
	Iteration 26Q: 3 clusters Score -200565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -200604.375000 Penalty: 2647.774414
	Iteration 27Q: 3 clusters Score -200604.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -200633.578125 Penalty: 2647.774414
	Iteration 28Q: 3 clusters Score -200633.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -200656.468750 Penalty: 2647.774414
	Iteration 29Q: 3 clusters Score -200656.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -200684.937500 Penalty: 2647.774414
	Iteration 30Q: 3 clusters Score -200684.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -200713.984375 Penalty: 2647.774414
	Iteration 31Q: 3 clusters Score -200714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -200736.078125 Penalty: 2647.774414
	Iteration 32Q: 3 clusters Score -200736.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -200748.125000 Penalty: 2647.774414
	Iteration 33Q: 3 clusters Score -200748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -200760.781250 Penalty: 2647.774414
	Iteration 34Q: 3 clusters Score -200760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -200771.531250 Penalty: 2647.774414
	Iteration 35Q: 3 clusters Score -200771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -200783.437500 Penalty: 2647.774414
	Iteration 36Q: 3 clusters Score -200783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -200792.500000 Penalty: 2647.774414
	Iteration 37Q: 3 clusters Score -200792.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -200801.000000 Penalty: 2647.774414
	Iteration 38Q: 3 clusters Score -200801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -200807.375000 Penalty: 2647.774414
	Iteration 39Q: 3 clusters Score -200807.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -200812.734375 Penalty: 2647.774414
	Iteration 40F: 3 clusters Score -200812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -200819.406250 Penalty: 2647.774414
	Iteration 41Q: 3 clusters Score -200819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -200825.500000 Penalty: 2647.774414
	Iteration 42Q: 3 clusters Score -200825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -200830.093750 Penalty: 2647.774414
	Iteration 43Q: 3 clusters Score -200830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -200835.500000 Penalty: 2647.774414
	Iteration 44Q: 3 clusters Score -200835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -200839.125000 Penalty: 2647.774414
	Iteration 45Q: 3 clusters Score -200839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -200839.718750 Penalty: 2647.774414
	Iteration 46Q: 3 clusters Score -200839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -200841.796875 Penalty: 2647.774414
	Iteration 47Q: 3 clusters Score -200841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -200844.718750 Penalty: 2647.774414
	Iteration 48Q: 3 clusters Score -200844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -200848.406250 Penalty: 2647.774414
	Iteration 49Q: 3 clusters Score -200848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -200856.781250 Penalty: 2647.774414
	Iteration 50Q: 3 clusters Score -200856.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -200870.468750 Penalty: 2647.774414
	Iteration 51Q: 3 clusters Score -200870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -200885.078125 Penalty: 2647.774414
	Iteration 52Q: 3 clusters Score -200885.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -200897.359375 Penalty: 2647.774414
	Iteration 53Q: 3 clusters Score -200897.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -200904.640625 Penalty: 2647.774414
	Iteration 54Q: 3 clusters Score -200904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -200910.062500 Penalty: 2647.774414
	Iteration 55Q: 3 clusters Score -200910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -200912.937500 Penalty: 2647.774414
	Iteration 56Q: 3 clusters Score -200912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -200915.500000 Penalty: 2647.774414
	Iteration 57Q: 3 clusters Score -200915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -200917.812500 Penalty: 2647.774414
	Iteration 58Q: 3 clusters Score -200917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -200920.000000 Penalty: 2647.774414
	Iteration 59Q: 3 clusters Score -200920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -200923.343750 Penalty: 2647.774414
	Iteration 60F: 3 clusters Score -200923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -200927.078125 Penalty: 2647.774414
	Iteration 61Q: 3 clusters Score -200927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -200931.046875 Penalty: 2647.774414
	Iteration 62Q: 3 clusters Score -200931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -200937.453125 Penalty: 2647.774414
	Iteration 63Q: 3 clusters Score -200937.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -200941.937500 Penalty: 2647.774414
	Iteration 64Q: 3 clusters Score -200941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -200944.906250 Penalty: 2647.774414
	Iteration 65Q: 3 clusters Score -200944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -200946.234375 Penalty: 2647.774414
	Iteration 66Q: 3 clusters Score -200946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -200947.546875 Penalty: 2647.774414
	Iteration 67Q: 3 clusters Score -200947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -200949.640625 Penalty: 2647.774414
	Iteration 68Q: 3 clusters Score -200949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -200951.671875 Penalty: 2647.774414
	Iteration 69Q: 3 clusters Score -200951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -200952.968750 Penalty: 2647.774414
	Iteration 70Q: 3 clusters Score -200953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -200953.921875 Penalty: 2647.774414
	Iteration 71Q: 3 clusters Score -200953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -200954.203125 Penalty: 2647.774414
	Iteration 72Q: 3 clusters Score -200954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -200954.203125 Penalty: 2647.774414
	Iteration 73F: 3 clusters Score -200954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -555100.625000 Penalty: 1491.479126
	Iteration 0F: 2 clusters Score -555100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -548114.062500 Penalty: 2982.958252
	Iteration 0F: 3 clusters Score -548114.1 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -550489.437500 Penalty: 2982.958252
	Iteration 1F: 3 clusters Score -550489.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -550954.125000 Penalty: 2982.958252
	Iteration 2F: 3 clusters Score -550954.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -551434.750000 Penalty: 2982.958252
	Iteration 3F: 3 clusters Score -551434.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -551908.562500 Penalty: 2982.958252
	Iteration 4F: 3 clusters Score -551908.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -552328.625000 Penalty: 2982.958252
	Iteration 5F: 3 clusters Score -552328.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -552659.625000 Penalty: 2982.958252
	Iteration 6F: 3 clusters Score -552659.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -552949.187500 Penalty: 2982.958252
	Iteration 7Q: 3 clusters Score -552949.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -553186.750000 Penalty: 2982.958252
	Iteration 8Q: 3 clusters Score -553186.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -553379.875000 Penalty: 2982.958252
	Iteration 9Q: 3 clusters Score -553379.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -553540.062500 Penalty: 2982.958252
	Iteration 10Q: 3 clusters Score -553540.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -553681.625000 Penalty: 2982.958252
	Iteration 11Q: 3 clusters Score -553681.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -553816.125000 Penalty: 2982.958252
	Iteration 12Q: 3 clusters Score -553816.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -553923.875000 Penalty: 2982.958252
	Iteration 13Q: 3 clusters Score -553923.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -554019.812500 Penalty: 2982.958252
	Iteration 14Q: 3 clusters Score -554019.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -554101.062500 Penalty: 2982.958252
	Iteration 15Q: 3 clusters Score -554101.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -554177.875000 Penalty: 2982.958252
	Iteration 16Q: 3 clusters Score -554177.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -554260.125000 Penalty: 2982.958252
	Iteration 17Q: 3 clusters Score -554260.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -554338.812500 Penalty: 2982.958252
	Iteration 18Q: 3 clusters Score -554338.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -554393.750000 Penalty: 2982.958252
	Iteration 19Q: 3 clusters Score -554393.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -554438.812500 Penalty: 2982.958252
	Iteration 20F: 3 clusters Score -554438.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -554468.000000 Penalty: 2982.958252
	Iteration 21Q: 3 clusters Score -554468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -554489.875000 Penalty: 2982.958252
	Iteration 22Q: 3 clusters Score -554489.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -554512.250000 Penalty: 2982.958252
	Iteration 23Q: 3 clusters Score -554512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -554525.937500 Penalty: 2982.958252
	Iteration 24Q: 3 clusters Score -554525.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -554539.437500 Penalty: 2982.958252
	Iteration 25Q: 3 clusters Score -554539.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -554553.875000 Penalty: 2982.958252
	Iteration 26Q: 3 clusters Score -554553.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -554565.562500 Penalty: 2982.958252
	Iteration 27Q: 3 clusters Score -554565.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -554583.437500 Penalty: 2982.958252
	Iteration 28Q: 3 clusters Score -554583.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -554601.375000 Penalty: 2982.958252
	Iteration 29Q: 3 clusters Score -554601.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -554618.500000 Penalty: 2982.958252
	Iteration 30Q: 3 clusters Score -554618.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -554630.312500 Penalty: 2982.958252
	Iteration 31Q: 3 clusters Score -554630.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -554638.187500 Penalty: 2982.958252
	Iteration 32Q: 3 clusters Score -554638.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -554644.437500 Penalty: 2982.958252
	Iteration 33Q: 3 clusters Score -554644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -554651.875000 Penalty: 2982.958252
	Iteration 34Q: 3 clusters Score -554651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -554655.125000 Penalty: 2982.958252
	Iteration 35Q: 3 clusters Score -554655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -554659.062500 Penalty: 2982.958252
	Iteration 36Q: 3 clusters Score -554659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -554662.312500 Penalty: 2982.958252
	Iteration 37Q: 3 clusters Score -554662.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -554663.937500 Penalty: 2982.958252
	Iteration 38Q: 3 clusters Score -554663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -554664.125000 Penalty: 2982.958252
	Iteration 39Q: 3 clusters Score -554664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -554667.750000 Penalty: 2982.958252
	Iteration 40F: 3 clusters Score -554667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -554669.687500 Penalty: 2982.958252
	Iteration 41Q: 3 clusters Score -554669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -554670.812500 Penalty: 2982.958252
	Iteration 42Q: 3 clusters Score -554670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -554671.937500 Penalty: 2982.958252
	Iteration 43Q: 3 clusters Score -554671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -554672.187500 Penalty: 2982.958252
	Iteration 44Q: 3 clusters Score -554672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -554671.875000 Penalty: 2982.958252
	Iteration 45Q: 3 clusters Score -554671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -554672.375000 Penalty: 2982.958252
	Iteration 46Q: 3 clusters Score -554672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -554672.375000 Penalty: 2982.958252
	Iteration 47F: 3 clusters Score -554672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -69618.562500 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -69618.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67882.437500 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -67882.44 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -68211.515625 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -68211.52 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68306.187500 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -68306.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68373.179688 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -68373.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -68427.742188 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -68427.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -68460.312500 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -68460.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -68476.843750 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -68476.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -68486.468750 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -68486.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -68496.023438 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -68496.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -68506.164062 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -68506.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68519.757812 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -68519.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68542.804688 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -68542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -68557.460938 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -68557.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68565.367188 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -68565.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68574.484375 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -68574.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -68582.500000 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -68582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -68596.945312 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -68596.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -68611.765625 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -68611.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68638.312500 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -68638.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -68659.085938 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -68659.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -68682.312500 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -68682.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -68723.039062 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -68723.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68801.843750 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -68801.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -68863.960938 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -68863.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -68926.632812 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -68926.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -69036.453125 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -69036.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -69184.289062 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -69184.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -69260.765625 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -69260.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -69320.492188 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -69320.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -69374.656250 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -69374.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69393.765625 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -69393.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -69398.156250 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -69398.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69399.750000 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -69399.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -69404.070312 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -69404.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -69405.726562 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -69405.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -69406.257812 Penalty: 2366.226562
	Iteration 35Q: 3 clusters Score -69406.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -69407.226562 Penalty: 2366.226562
	Iteration 36Q: 3 clusters Score -69407.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69407.984375 Penalty: 2366.226562
	Iteration 37Q: 3 clusters Score -69407.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69407.984375 Penalty: 2366.226562
	Iteration 38F: 3 clusters Score -69407.98 nChanged 0
--- Evaluating fit on full set of 574357 points ---
Entering Unmasked Estep 
Score: -31722816.000000 Penalty: 40943.355469
25->20 Clusters: Score -31722816.000000, best is -31737600.000000

Main iterations: 0 (time per=infms)
Total iterations: 32117 (time per=51.862255ms)
Iterations metric 2: 298768138240.000000 (time per=5.575093ns)
Iterations metric 3: 7170108162048.000000 (time per=232.306124ps)

That took 1665.660034 seconds.
